8000 Default Encoding by Greenscreen23 · Pull Request #2696 · hyrise/hyrise · GitHub
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Default Encoding #2696

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Greenscreen23
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This PR changes the default encoding from dictionary to a type and uniqueness dependent encoding. The import operator and the benchmark table encoder both now consult a helper function to decide the encoding of the columns.

@Greenscreen23 Greenscreen23 added FullCI Run all CI tests (slow, but required for merge) and removed FullCI Run all CI tests (slow, but required for merge) labels Apr 18, 2025
}

const auto column_is_unique = table->column_is_unique(column_id);
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Note to me: check if I actually like that?

@Greenscreen23 Greenscreen23 requested a review from Bouncner April 28, 2025 11:13
@Greenscreen23 Greenscreen23 added the FullCI Run all CI tests (slow, but required for merge) label Apr 28, 2025
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Bouncner commented May 1, 2025

We might need to block this PR. Looking at #2593, @dey4ss's fear of increased memory footprint appears to be very much the case (see screenshot, orange is FixedSizeStringDict, blue is Dictionary). :(
image

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Bouncner commented May 1, 2025

I haven't digged deeper, but it looks like TPC-H default runs still use Dict encoding.

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- Loading/Generating tables
-  Loaded table 'link_type' from "imdb_data/link_type.bin" (18 rows; 1 ms 52 µs)
-  Loaded table 'info_type' from "imdb_data/info_type.bin" (113 rows; 1 ms 93 µs)
-  Loaded table 'company_type' from "imdb_data/company_type.bin" (4 rows; 1 ms 100 µs)
-  Loaded table 'kind_type' from "imdb_data/kind_type.bin" (7 rows; 1 ms 147 µs)
-  Loaded table 'movie_link' from "imdb_data/movie_link.bin" (29997 rows; 2 ms 719 µs)
-  Loaded table 'comp_cast_type' from "imdb_data/comp_cast_type.bin" (4 rows; 631 µs 974 ns)
Floating point exception (core dumped)

I deleted all imdb/*.bin files. First run of JOB runs fine. Second run crashes.

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- Loading/Generating tables
-  Loaded table 'link_type' from "imdb_data/link_type.bin" (18 rows; 1 ms 52 µs)
-  Loaded table 'info_type' from "imdb_data/info_type.bin" (113 rows; 1 ms 93 µs)
-  Loaded table 'company_type' from "imdb_data/company_type.bin" (4 rows; 1 ms 100 µs)
-  Loaded table 'kind_type' from "imdb_data/kind_type.bin" (7 rows; 1 ms 147 µs)
-  Loaded table 'movie_link' from "imdb_data/movie_link.bin" (29997 rows; 2 ms 719 µs)
-  Loaded table 'comp_cast_type' from "imdb_data/comp_cast_type.bin" (4 rows; 631 µs 974 ns)
Floating point exception (core dumped)

I deleted all imdb/*.bin files. First run of JOB runs fine. Second run crashes.

There was another bug in the FixedStringVector that could have caused this. Let's see if it is fine like this.

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Bouncner commented Jun 6, 2025

Performance is mostly nice, as expected. But I think I'd like to better understand why we are so slow in some ST benchmarks.

Next comment will discuss table sizes.

System

cx17 - click to expand
property value
Hostname cx17
CPU AMD EPYC 7742 64-Core Processor
Memory 495GB
numactl nodebind: 0 1
numactl membind: 0 1

Commit Info and Build Time

commit date message build time
0bcfa02 04.06.2025 17:08 Concurrency control and utilities for (key) constraints of a table (#2699) real 566.54 user 3107.00 sys 93.09
704bc31 05.06.2025 13:20 Fix my own bug real 595.50 user 3117.63 sys 102.08

hyriseBenchmarkTPCH - single-threaded, SF 10.0

Sum of avg. item runtimes: -15% || Geometric mean of throughput changes: +12%
Configuration Overview - click to expand
 +Configuration Overview----+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter                | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_st.json |
 +--------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                               | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                               |
 |  benchmark_mode          | Ordered                                                                                                      | Ordered                                                                                                      |
 |  build_type              | release                                                                         
A3E2
                             | release                                                                                                      |
 |  chunk_indexes           | False                                                                                                        | False                                                                                                        |
 |  chunk_size              | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                 | 1                                                                                                            | 1                                                                                                            |
 |  clustering              | None                                                                                                         | None                                                                                                         |
 |  compiler                | clang 18.1.3                                                                                                 | clang 18.1.3                                                                                                 |
 |  cores                   | 0                                                                                                            | 0                                                                                                            |
 |  data_preparation_cores  | 0                                                                                                            | 0                                                                                                            |
 |  date                    | 2025-06-06 12:04:57                                                                                          | 2025-06-06 07:20:13                                                                                          |
-| ≠encoding                | {'default': {'encoding': 'Dictionary'}}                                                                      | None                                                                                                         |
 |  max_duration            | 60000000000                                                                                                  | 60000000000                                                                                                  |
 |  max_runs                | 50                                                                                                           | 50                                                                                                           |
 |  scale_factor            | 10.0                                                                                                         | 10.0                                                                                                         |
 |  time_unit               | ns                                                                                                           | ns                                                                                                           |
 |  use_prepared_statements | False                                                                                                        | False                                                                                                        |
 |  using_scheduler         | False                                                                                                        | False                                                                                                        |
 |  verify                  | False                                                                                                        | False                                                                                                        |
 |  warmup_duration         | 1000000000                                                                                                   | 1000000000                                                                                                   |
 +--------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |      new |        ||      old |      new |        |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
-| TPC-H 01 ||  5528.68 |  6005.02 |   +9%  ||     0.17 |     0.15 |  -10%  | (run time too short) |
 | TPC-H 02 ||    40.56 |    41.26 |   +2%˄ ||    24.66 |    24.24 |   -2%˄ | (run time too short) |
 | TPC-H 03 ||  1263.52 |  1268.19 |   +0%  ||     0.78 |     0.78 |   +0%  |               0.3933 |
-| TPC-H 04 ||  1382.00 |  1495.25 |   +8%  ||     0.72 |     0.67 |   -7%  |               0.0000 |
+| TPC-H 05 ||  2273.47 |  1930.21 |  -15%  ||     0.43 |     0.52 |  +19%  |               0.0000 |
 | TPC-H 06 ||   170.52 |   169.22 |   -1%˄ ||     5.86 |     5.91 |   +1%˄ | (run time too short) |
+| TPC-H 07 ||   703.81 |   599.82 |  -15%˄ ||     1.42 |     1.67 |  +17%˄ | (run time too short) |
+| TPC-H 08 ||   537.71 |   429.62 |  -20%˄ ||     1.86 |     2.33 |  +25%˄ | (run time too short) |
+| TPC-H 09 ||  6533.99 |  4863.47 |  -26%  ||     0.15 |     0.20 |  +33%  | (run time too short) |
+| TPC-H 10 ||  1386.61 |  1284.31 |   -7%  ||     0.72 |     0.77 |   +7%  |               0.0000 |
-| TPC-H 11 ||    50.89 |    53.65 |   +5%˄ ||    19.65 |    18.64 |   -5%˄ | (run time too short) |
+| TPC-H 12 ||   942.18 |   878.99 |   -7%˄ ||     1.06 |     1.14 |   +7%˄ | (run time too short) |
+| TPC-H 13 ||  7360.10 |  4687.63 |  -36%  ||     0.13 |     0.20 |  +50%  | (run time too short) |
+| TPC-H 14 ||   492.69 |   458.72 |   -7%˄ ||     2.03 |     2.18 |   +7%˄ | (run time too short) |
+| TPC-H 15 ||   183.11 |   161.15 |  -12%˄ ||     5.46 |     6.21 |  +14%˄ | (run time too short) |
 | TPC-H 16 ||   530.69 |   550.42 |   +4%˄ ||     1.88 |     1.82 |   -4%˄ | (run time too short) |
+| TPC-H 17 ||   220.02 |   138.96 |  -37%˄ ||     4.55 |     7.20 |  +58%˄ | (run time too short) |
-| TPC-H 18 ||  1568.85 |  1702.04 |   +8%  ||     0.63 |     0.58 |   -8%  |               0.0000 |
 | TPC-H 19 ||   230.76 |   223.27 |   -3%˄ ||     4.33 |     4.48 |   +3%˄ | (run time too short) |
+| TPC-H 20 ||   392.62 |   274.59 |  -30%˄ ||     2.55 |     3.64 |  +43%˄ | (run time too short) |
+| TPC-H 21 ||  4267.09 |  3467.82 |  -19%  ||     0.23 |     0.28 |  +21%  | (run time too short) |
+| TPC-H 22 ||   482.40 |   380.38 |  -21%˄ ||     2.07 |     2.63 |  +27%˄ | (run time too short) |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum      || 36542.26 | 31063.98 |  -15%  ||          |          |        |                      |
+| Geomean  ||          |          |        ||          |          |  +12%  |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                         |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - single-threaded, SF 0.01

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: -2%
Configuration Overview - click to expand
 +Configuration Overview----+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 | Parameter                | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st_s01.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_st_s01.json |
 +--------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                   | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                                   |
 |  benchmark_mode          | Ordered                                                                                                          | Ordered                                                                                                          |
 |  build_type              | release                                                                                                          | release                                                                                                          |
 |  chunk_indexes           | False                                                                                                            | False                                                                                                            |
 |  chunk_size              | 65535                                                                                                            | 65535                                                                                                            |
 |  clients                 | 1                                                                                                                | 1                                                                                                                |
 |  clustering              | None                                                                                                             | None                                                                                                             |
 |  compiler                | clang 18.1.3                                                                                                     | clang 18.1.3                                                                                                     |
 |  cores                   | 0                                                                                                                | 0                                                                                                                |
 |  data_preparation_cores  | 0                                                                                                                | 0                                                                                                                |
 |  date                    | 2025-06-06 12:21:50                                                                                              | 2025-06-06 07:35:14                                                                                              |
-| ≠encoding                | {'default': {'encoding': 'Dictionary'}}                                                                          | None                                                                                                             |
 |  max_duration            | 60000000000                                                                                                      | 60000000000                                                                                                      |
 |  max_runs                | 50                                                                                                               | 50                                                                                                               |
 |  scale_factor            | 0.009999999776482582                                                                                             | 0.009999999776482582                                                                                             |
 |  time_unit               | ns                                                                                                               | ns                                                                                                               |
 |  use_prepared_statements | False                                                                                                            | False                                                                                                            |
 |  using_scheduler         | False                                                                                                            | False                                                                                                            |
 |  verify                  | False                                                                                                            | False                                                                                                            |
 |  warmup_duration         | 1000000000                                                                                                       | 1000000000                                                                                                       |
 +--------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |     new |        ||      old |      new |        |                      |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
-| TPC-H 01 ||     5.24 |    5.62 |   +7%˄ ||   190.64 |   177.86 |   -7%˄ | (run time too short) |
-| TPC-H 02 ||     3.19 |    3.53 |  +11%˄ ||   313.71 |   282.98 |  -10%˄ | (run time too short) |
 | TPC-H 03 ||     0.58 |    0.58 |   -0%˄ ||  1721.40 |  1723.83 |   +0%˄ | (run time too short) |
-| TPC-H 04 ||     0.37 |    0.42 |  +14%˄ ||  2675.72 |  2356.64 |  -12%˄ | (run time too short) |
-| TPC-H 05 ||     0.95 |    1.01 |   +6%˄ ||  1050.28 |   989.41 |   -6%˄ | (run time too short) |
 | TPC-H 06 ||     0.19 |    0.20 |   +1%˄ ||  5138.39 |  5092.23 |   -1%˄ | (run time too short) |
+| TPC-H 07 ||     9.60 |    8.71 |   -9%˄ ||   104.11 |   114.82 |  +10%˄ | (run time too short) |
 | TPC-H 08 ||    12.91 |   13.25 |   +3%˄ ||    77.45 |    75.46 |   -3%˄ | (run time too short) |
+| TPC-H 09 ||     3.96 |    3.19 |  -19%˄ ||   252.38 |   313.01 |  +24%˄ | (run time too short) |
 | TPC-H 10 ||     0.70 |    0.69 |   -1%˄ ||  1434.57 |  1453.39 |   +1%˄ | (run time too short) |
 | TPC-H 11 ||     0.17 |    0.17 |   +1%˄ ||  5771.75 |  5698.91 |   -1%˄ | (run time too short) |
 | TPC-H 12 ||     0.62 |    0.63 |   +3%˄ ||  1615.42 |  1573.99 |   -3%˄ | (run time too short) |
 | TPC-H 13 ||     2.15 |    2.18 |   +2%˄ ||   465.29 |   458.16 |   -2%˄ | (run time too short) |
 | TPC-H 14 ||     0.29 |    0.30 |   +3%˄ ||  3401.75 |  3302.18 |   -3%˄ | (run time too short) |
 | TPC-H 15 ||     1.07 |    1.08 |   +1%˄ ||   929.03 |   922.97 |   -1%˄ | (run time too short) |
 | TPC-H 16 ||     1.92 |    1.97 |   +3%˄ ||   520.95 |   506.84 |   -3%˄ | (run time too short) |
-| TPC-H 17 ||     0.46 |    0.75 |  +63%˄ ||  2178.75 |  1334.06 |  -39%˄ | (run time too short) |
+| TPC-H 18 ||     1.32 |    1.19 |  -10%˄ ||   758.50 |   840.44 |  +11%˄ | (run time too short) |
 | TPC-H 19 ||     4.51 |    4.45 |   -1%˄ ||   221.63 |   224.58 |   +1%˄ | (run time too short) |
 | TPC-H 20 ||     2.38 |    2.37 |   -0%˄ ||   420.72 |   422.35 |   +0%˄ | (run time too short) |
 | TPC-H 21 ||     1.11 |    1.08 |   -3%˄ ||   901.66 |   925.02 |   +3%˄ | (run time too short) |
 | TPC-H 22 ||     1.06 |    1.08 |   +2%˄ ||   939.30 |   923.78 |   -2%˄ | (run time too short) |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum      ||    54.76 |   54.46 |   -1%  ||          |          |        |                      |
 | Geomean  ||          |         |        ||          |          |   -2%  |                      |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                        |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, ordered, 1 client, 64 cores, SF 10.0

Sum of avg. item runtimes: -13% || Geometric mean of throughput changes: +10%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_ordered.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_mt_ordered.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                       | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                                       |
 |  benchmark_mode               | Ordered                                                                                                              | Ordered                                                                                                              |
 |  build_type                   | release                                                                                                              | release                                                                                                              |
 |  chunk_indexes                | False                                                                                                                | False                                                                                                                |
 |  chunk_size                   | 65535                                                                                                            
F438
    | 65535                                                                                                                |
 |  clients                      | 1                                                                                                                    | 1                                                                                                                    |
 |  clustering                   | None                                                                                                                 | None                                                                                                                 |
 |  compiler                     | clang 18.1.3                                                                                                         | clang 18.1.3                                                                                                         |
 |  cores                        | 64                                                                                                                   | 64                                                                                                                   |
 |  data_preparation_cores       | 0                                                                                                                    | 0                                                                                                                    |
 |  date                         | 2025-06-06 12:22:17                                                                                                  | 2025-06-06 07:35:39                                                                                                  |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                              | None                                                                                                                 |
 |  max_duration                 | 60000000000                                                                                                          | 60000000000                                                                                                          |
 |  max_runs                     | 50                                                                                                                   | 50                                                                                                                   |
 |  scale_factor                 | 10.0                                                                                                                 | 10.0                                                                                                                 |
 |  time_unit                    | ns                                                                                                                   | ns                                                                                                                   |
 |  use_prepared_statements      | False                                                                                                                | False                                                                                                                |
 |  using_scheduler              | True                                                                                                                 | True                                                                                                                 |
 |  utilized_cores_per_numa_node | [64]                                                                                                                 | [64]                                                                                                                 |
 |  verify                       | False                                                                                                                | False                                                                                                                |
 |  warmup_duration              | 1000000000                                                                                                           | 1000000000                                                                                                           |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |      new |        ||      old |      new |        |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
-| TPC-H 01 ||  4647.84 |  4882.89 |   +5%  ||     0.20 |     0.20 |   +0%  | (run time too short) |
+| TPC-H 02 ||    58.37 |    52.66 |  -10%˄ ||    17.12 |    18.98 |  +11%˄ | (run time too short) |
 | TPC-H 03 ||   664.16 |   646.71 |   -3%˄ ||     1.51 |     1.55 |   +3%˄ | (run time too short) |
 | TPC-H 04 ||   653.10 |   642.17 |   -2%˄ ||     1.53 |     1.56 |   +2%˄ | (run time too short) |
+| TPC-H 05 ||   614.53 |   523.75 |  -15%˄ ||     1.63 |     1.91 |  +17%˄ | (run time too short) |
 | TPC-H 06 ||    64.23 |    63.63 |   -1%˄ ||    15.56 |    15.70 |   +1%˄ | (run time too short) |
 | TPC-H 07 ||   248.96 |   243.81 |   -2%˄ ||     4.02 |     4.10 |   +2%˄ | (run time too short) |
+| TPC-H 08 ||   234.85 |   216.64 |   -8%˄ ||     4.26 |     4.61 |   +8%˄ | (run time too short) |
+| TPC-H 09 ||  2207.70 |  1882.03 |  -15%  ||     0.45 |     0.52 |  +15%  | (run time too short) |
+| TPC-H 10 ||   643.54 |   593.33 |   -8%˄ ||     1.55 |     1.69 |   +8%˄ | (run time too short) |
 | TPC-H 11 ||    88.09 |    88.09 |   +0%˄ ||    11.35 |    11.35 |   -0%˄ | (run time too short) |
+| TPC-H 12 ||   502.42 |   465.08 |   -7%˄ ||     1.99 |     2.15 |   +8%˄ | (run time too short) |
+| TPC-H 13 ||  3827.23 |  1966.37 |  -49%  ||     0.25 |     0.50 | +100%  | (run time too short) |
 | TPC-H 14 ||   150.42 |   155.18 |   +3%˄ ||     6.65 |     6.44 |   -3%˄ | (run time too short) |
+| TPC-H 15 ||   147.53 |   126.77 |  -14%˄ ||     6.78 |     7.89 |  +16%˄ | (run time too short) |
 | TPC-H 16 ||   580.92 |   570.35 |   -2%˄ ||     1.72 |     1.75 |   +2%˄ | (run time too short) |
+| TPC-H 17 ||    88.43 |    71.97 |  -19%˄ ||    11.30 |    13.89 |  +23%˄ | (run time too short) |
 | TPC-H 18 ||  1745.15 |  1706.65 |   -2%  ||     0.57 |     0.58 |   +3%  |               0.0541 |
 | TPC-H 19 ||   109.64 |   113.86 |   +4%˄ ||     9.12 |     8.78 |   -4%˄ | (run time too short) |
+| TPC-H 20 ||   193.82 |   176.60 |   -9%˄ ||     5.16 |     5.66 |  +10%˄ | (run time too short) |
+| TPC-H 21 ||  1120.78 |  1006.30 |  -10%˄ ||     0.89 |     0.99 |  +11%˄ | (run time too short) |
+| TPC-H 22 ||   161.23 |   136.52 |  -15%˄ ||     6.20 |     7.32 |  +18%˄ | (run time too short) |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum      || 18752.92 | 16331.39 |  -13%  ||          |          |        |                      |
+| Geomean  ||          |          |        ||          |          |  +10%  |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                         |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, shuffled, 64 clients, 64 cores, SF 10.0

Sum of avg. item runtimes: -11% || Geometric mean of throughput changes: +12%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_mt.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                               | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                               |
 |  benchmark_mode               | Shuffled                                                                                                     | Shuffled                                                                                                     |
 |  build_type                   | release                                                                                                      | release                                                                                                      |
 |  chunk_indexes                | False                                                                                                        | False                                                                                                        |
 |  chunk_size                   | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                      | 64                                                                                                           | 64                                                                                                           |
 |  clustering                   | None                                                                                                         | None                                                                                                         |
 |  compiler                     | clang 18.1.3                                                                                                 | clang 18.1.3                                                                                                 |
 |  cores                        | 64                                                                                                           | 64                                                                                                           |
 |  data_preparation_cores       | 0                                                                                                            | 0                                                                                                            |
 |  date                         | 2025-06-06 12:34:06                                                                                          | 2025-06-06 07:46:56                                                                                          |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                      | None                                                                                                         |
 |  max_duration                 | 1200000000000                                                                                                | 1200000000000                                                                                                |
 |  max_runs                     | -1                                                                                                           | -1                                                                                                           |
 |  scale_factor                 | 10.0                                                                                                         | 10.0                                                                                                         |
 |  time_unit                    | ns                                                                                                           | ns                                                                                                           |
 |  use_prepared_statements      | False                                                                                                        | False                                                                                                        |
 |  using_scheduler              | True                                                                                                         | True                                                                                                         |
 |  utilized_cores_per_numa_node | [64]                                                                                                         | [64]                                                                                                         |
 |  verify                       | False                                                                                                        | False                                                                                                        |
 |  warmup_duration              | 0                                                                                                            | 0                                                                                                            |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+---------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |          ||      old |      new |        ||      old |      new |        |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+
+| TPC-H 01 ||  6094.00 |  6370.96 |   +5%  ||     1.03 |     1.16 |  +12%  |  0.0000 |
+| TPC-H 02 ||   470.12 |   440.27 |   -6%  ||     1.04 |     1.16 |  +12%  |  0.5709 |
+| TPC-H 03 ||  2815.11 |  2623.59 |   -7%  ||     1.04 |     1.16 |  +12%  |  0.1324 |
+| TPC-H 04 ||  2293.11 |  2228.19 |   -3%  ||     1.04 |     1.16 |  +12%  |  0.5688 |
+| TPC-H 05 ||  4194.02 |  3983.72 |   -5%  ||     1.03 |     1.16 |  +12%  |  0.2203 |
+| TPC-H 06 ||   784.96 |   734.66 |   -6%  ||     1.04 |     1.17 |  +12%  |  0.4826 |
+| TPC-H 07 ||  3379.16 |  2873.79 |  -15%  ||     1.03 |     1.16 |  +12%  |  0.0008 |
+| TPC-H 08 ||  2547.08 |  2087.30 |  -18%  ||     1.03 |     1.16 |  +12%  |  0.0008 |
+| TPC-H 09 ||  6472.87 |  5691.94 |  -12%  ||     1.03 |     1.16 |  +12%  |  0.0000 |
+| TPC-H 10 ||  3425.93 |  3137.08 |   -8%  ||     1.03 |     1.16 |  +12%  |  0.0367 |
+| TPC-H 11 ||   494.08 |   423.13 |  -14%  ||     1.04 |     1.16 |  +12%  |  0.1437 |
+| TPC-H 12 ||  2681.55 |  2391.03 |  -11%  ||     1.03 |     1.16 |  +12%  |  0.0149 |
+| TPC-H 13 ||  7630.22 |  4885.81 |  -36%  ||     1.03 |     1.16 |  +13%  |  0.0000 |
+| TPC-H 14 ||  1096.15 |  1093.04 |   -0%  ||     1.04 |     1.16 |  +12%  |  0.9694 |
+| TPC-H 15 ||   682.01 |   604.72 |  -11%  ||     1.04 |     1.16 |  +12%  |  0.1451 |
+| TPC-H 16 ||  2536.14 |  2244.17 |  -12%  ||     1.04 |     1.16 |  +12%  |  0.0168 |
+| TPC-H 17 ||   850.76 |   743.89 |  -13%  ||     1.04 |     1.16 |  +12%  |  0.1395 |
+| TPC-H 18 ||  3630.39 |  3646.37 |   +0%  ||     1.03 |     1.16 |  +12%  |  0.8580 |
+| TPC-H 19 ||  1140.60 |  1121.19 |   -2%  ||     1.03 |     1.16 |  +12%  |  0.8268 |
+| TPC-H 20 ||  1760.96 |  1483.94 |  -16%  ||     1.04 |     1.16 |  +12%  |  0.0050 |
+| TPC-H 21 ||  5284.28 |  4884.18 |   -8%  ||     1.03 |     1.16 |  +12%  |  0.0232 |
+| TPC-H 22 ||  1110.97 |   993.93 |  -11%  ||     1.04 |     1.16 |  +12%  |  0.1517 |
 +----------++----------+----------+--------++----------+----------+--------+---------+
+| Sum      || 61374.47 | 54686.88 |  -11%  ||          |          |        |         |
+| Geomean  ||          |          |        ||          |          |  +12%  |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - single-threaded

Sum of avg. item runtimes: +5% || Geometric mean of throughput changes: -10%
Configuration Overview - click to expand
 +Configuration Overview---+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_st.json |
 +-------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                                |
 |  benchmark_mode         | Ordered                                                                                                       | Ordered                                                                                                       |
 |  build_type             | release                                                                                                       | release                                                                                                       |
 |  chunk_indexes          | False                                                                                                         | False                                                                                                         |
 |  chunk_size             | 65535                                                                                                         | 65535                                                                                                         |
 |  clients                | 1                                                                                                             | 1                                                                                                             |
 |  compiler               | clang 18.1.3                                                                                                  | clang 18.1.3                                                                                                  |
 |  cores                  | 0                                                                                                             | 0                                                                                                             |
 |  data_preparation_cores | 0                                                                                                             | 0                                                                                                             |
 |  date                   | 2025-06-06 12:55:34                                                                                           | 2025-06-06 08:08:23                                                                                           |
-| ≠encoding               | {'default': {'encoding': 'Dictionary'}}                                                                       | None                                                                                                          |
 |  max_duration           | 60000000000                                                                                                   | 60000000000                                                                                                   |
 |  max_runs               | 50                                                                                                            | 50                                                                                                            |
 |  time_unit              | ns                                                                                                            | ns                                                                                                            |
 |  using_scheduler        | False                                                                                                         | False                                                                                                         |
 |  verify                 | False                                                                                                         | False                                                                                                         |
 |  warmup_duration        | 1000000000                                                                                                    | 1000000000                                                                                                    |
 +-------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 01      ||   224.59 |   205.76 |   -8%˄ ||     4.45 |     4.86 |   +9%˄ | (run time too short) |
+| 03      ||    62.68 |    57.33 |   -9%˄ ||    15.95 |    17.44 |   +9%˄ | (run time too short) |
+| 06      ||   198.18 |   188.60 |   -5%˄ ||     5.05 |     5.30 |   +5%˄ | (run time too short) |
-| 07      ||   253.36 |   279.28 |  +10%˄ ||     3.95 |     3.58 |   -9%˄ | (run time too short) |
-| 09      ||   720.91 |  1370.75 |  +90%˄ ||     1.39 |     0.72 |  -48%˄ | (run time too short) |
-| 10      ||   120.63 |   161.78 |  +34%˄ ||     8.29 |     6.18 |  -25%˄ | (run time too short) |
-| 13      ||   464.50 |   513.05 |  +10%˄ ||     2.15 |     1.95 |   -9%˄ | (run time too short) |
-| 15      ||   124.21 |   133.69 |   +8%˄ ||     8.05 |     7.48 |   -7%˄ | (run time too short) |
-| 16      ||    55.91 |    76.54 |  +37%˄ ||    17.88 |    13.07 |  -27%˄ | (run time too short) |
+| 17      ||   323.16 |   300.29 |   -7%˄ ||     3.09 |     3.33 |   +8%˄ | (run time too short) |
-| 19      ||    97.81 |   112.81 |  +15%˄ ||    10.22 |     8.86 |  -13%˄ | (run time too short) |
-| 25      ||   167.80 |   181.29 |   +8%˄ ||     5.96 |     5.52 |   -7%˄ | (run time too short) |
-| 26      ||   114.68 |   127.71 |  +11%˄ ||     8.72 |     7.83 |  -10%˄ | (run time too short) |
-| 28      ||   574.95 |  1176.53 | +105%˄ ||     1.74 |     0.85 |  -51%˄ | (run time too short) |
 | 29      ||   484.05 |   472.25 |   -2%˄ ||     2.07 |     2.12 |   +2%˄ | (run time too short) |
-| 31      ||  1316.64 |  1437.44 |   +9%  ||     0.75 |     0.68 |   -9%  | (run time too short) |
-| 32      ||    30.32 |    40.72 |  +34%˄ ||    32.98 |    24.56 |  -26%˄ | (run time too short) |
-| 34      ||   140.58 |   167.50 |  +19%˄ ||     7.11 |     5.97 |  -16%˄ | (run time too short) |
-| 35      ||   604.65 |   647.37 |   +7%˄ ||     1.65 |     1.54 |   -7%˄ | (run time too short) |
-| 37      ||   653.81 |  1227.69 |  +88%˄ ||     1.53 |     0.80 |  -48%˄ | (run time too short) |
-| 39a     ||  1704.00 |  1859.91 |   +9%  ||     0.58 |     0.53 |   -9%  |               0.0000 |
-| 39b     ||  1682.21 |  1861.56 |  +11%  ||     0.58 |     0.53 |   -9%  | (run time too short) |
 | 41      ||   281.49 |   286.47 |   +2%˄ ||     3.55 |     3.49 |   -2%˄ | (run time too short) |
-| 42      ||    78.54 |    92.67 |  +18%˄ ||    12.73 |    10.79 |  -15%˄ | (run time too short) |
-| 43      ||   974.60 |  1034.23 |   +6%˄ ||     1.03 |     0.97 |   -6%˄ | (run time too short) |
+| 45      ||   126.38 |   107.34 |  -15%˄ ||     7.91 |     9.32 |  +18%˄ | (run time too short) |
 | 48      ||  1164.93 |  1186.76 |   +2%˄ ||     0.86 |     0.84 |   -2%˄ | (run time too short) |
 | 50      ||   125.44 |   130.37 |   +4%˄ ||     7.97 |     7.67 |   -4%˄ | (run time too short) |
-| 52      ||    79.38 |    93.08 |  +17%˄ ||    12.60 |    10.74 |  -15%˄ | (run time too short) |
-| 55      ||    74.51 |    88.48 |  +19%˄ ||    13.42 |    11.30 |  -16%˄ | (run time too short) |
 | 62      ||   554.59 |   576.69 |   +4%˄ ||     1.80 |     1.73 |   -4%˄ | (run time too short) |
 | 65      ||  1924.75 |  1874.04 |   -3%  ||     0.52 |     0.53 |   +3%  |               0.0000 |
-| 69      ||   139.66 |   170.22 |  +22%˄ ||     7.16 |     5.87 |  -18%˄ | (run time too short) |
-| 73      ||    77.37 |    98.41 |  +27%˄ ||    12.92 |    10.16 |  -21%˄ | (run time too short) |
 | 79      ||   491.32 |   508.66 |   +4%˄ ||     2.04 |     1.97 |   -3%˄ | (run time too short) |
 | 81      ||   155.98 |   150.42 |   -4%˄ ||     6.41 |     6.65 |   +4%˄ | (run time too short) |
-| 82      ||   700.59 |  1255.98 |  +79%˄ ||     1.43 |     0.78 |  -45%˄ | (run time too short) |
+| 83      ||    38.43 |    36.11 |   -6%˄ ||    26.02 |    27.69 |   +6%˄ | (run time too short) |
+| 84      ||    13.88 |    12.36 |  -11%˄ ||    72.03 |    80.89 |  +12%˄ | (run time too short) |
 | 85      ||   161.74 |   163.30 |   +1%˄ ||     6.18 |     6.12 |   -1%˄ | (run time too short) |
-| 88      ||   638.78 |   798.86 |  +25%˄ ||     1.57 |     1.25 |  -20%˄ | (run time too short) |
 | 91      ||    17.79 |    17.29 |   -3%˄ ||    56.21 |    57.83 |   +3%˄ | (run time too short) |
+| 92      ||    35.59 |    33.45 |   -6%˄ ||    28.09 |    29.90 |   +6%˄ | (run time too short) |
+| 93      ||  3751.76 |  2395.99 |  -36%  ||     0.25 |     0.42 |  +67%  | (run time too short) |
-| 94      ||    35.40 |    45.52 |  +29%˄ ||    28.25 |    21.97 |  -22%˄ | (run time too short) |
 | 95      ||  5159.89 |  5203.35 |   +1%  ||     0.18 |     0.18 |   +0%  | (run time too short) |
-| 96      ||    60.98 |    78.86 |  +29%˄ ||    16.40 |    12.68 |  -23%˄ | (run time too short) |
+| 97      ||  4040.15 |  3552.85 |  -12%  ||     0.23 |     0.27 |  +14%  | (run time too short) |
 | 99      ||  1085.28 |  1125.71 |   +4%˄ ||     0.92 |     0.89 |   -4%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
-| Sum     || 32108.83 | 33717.27 |   +5%  ||          |          |        |                      |
-| Geomean ||          |          |        ||          |          |  -10%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: -1%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_ordered.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_mt_ordered.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                        | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                                        |
 |  benchmark_mode               | Ordered                                                                                                               | Ordered                                                                                                               |
 |  build_type                   | release                                                                                                               | release                                                                                                               |
 |  chunk_indexes                | False                                                                                                                 | False                                                                                                                 |
 |  chunk_size                   | 65535                                                                                                                 | 65535                                                                                                                 |
 |  clients                      | 1                                                                                                                     | 1                                                                                                                     |
 |  compiler                     | clang 18.1.3                                                                                                          | clang 18.1.3                                                                                                          |
 |  cores                        | 64                                                                                                                    | 64                                                                                                                    |
 |  data_preparation_cores       | 0                                                                                                                     | 0                                                                                                                     |
 |  date                         | 2025-06-06 13:16:21                                                                                                   | 2025-06-06 08:31:30                                                                                                   |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                               | None                                                                                                                  |
 |  max_duration                 | 60000000000                                                                                                           | 60000000000                                                                                                           |
 |  max_runs                     | 50                                                                                                                    | 50                                                                                                                    |
 |  time_unit                    | ns                                                                                                                    | ns                                                                                                                    |
 |  using_scheduler              | True                                                                                                                  | True                                                                                                                  |
 |  utilized_cores_per_numa_node | [64]                                                                                                                  | [64]                                                                                                                  |
 |  verify                       | False                                                                                                                 | False                                                                                                                 |
 |  warmup_duration              | 1000000000                                                                                                            | 1000000000                                                                                                            |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 01      ||   241.09 |   226.55 |   -6%˄ ||     4.15 |     4.41 |   +6%˄ | (run time too short) |
+| 03      ||    33.52 |    31.93 |   -5%˄ ||    29.80 |    31.28 |   +5%˄ | (run time too short) |
+| 06      ||   192.36 |   172.75 |  -10%˄ ||     5.20 |     5.79 |  +11%˄ | (run time too short) |
 | 07      ||   191.04 |   188.62 |   -1%˄ ||     5.23 |     5.30 |   +1%˄ | (run time too short) |
-| 09      ||   112.75 |   153.59 |  +36%˄ ||     8.87 |     6.51 |  -27%˄ | (run time too short) |
-| 10      ||    36.49 |    40.91 |  +12%˄ ||    27.37 |    24.42 |  -11%˄ | (run time too short) |
 | 13      ||   257.93 |   250.60 |   -3%˄ ||     3.88 |     3.99 |   +3%˄ | (run time too short) |
 | 15      ||    75.62 |    76.48 |   +1%˄ ||    13.22 |    13.07 |   -1%˄ | (run time too short) |
-| 16      ||    30.90 |    33.15 |   +7%˄ ||    32.32 |    30.13 |   -7%˄ | (run time too short) |
+| 17      ||   143.10 |   122.43 |  -14%˄ ||     6.99 |     8.17 |  +17%˄ | (run time too short) |
-| 19      ||    68.54 |    74.37 |   +9%˄ ||    14.58 |    13.44 |   -8%˄ | (run time too short) |
+| 25      ||   102.63 |    90.70 |  -12%˄ ||     9.74 |    11.02 |  +13%˄ | (run time too short) |
+| 26      ||    87.87 |    82.57 |   -6%˄ ||    11.38 |    12.11 |   +6%˄ | (run time too short) |
-| 28      ||   147.32 |   159.24 |   +8%˄ ||     6.79 |     6.28 |   -7%˄ | (run time too short) |
+| 29      ||   458.69 |   423.59 |   -8%˄ ||     2.18 |     2.36 |   +8%˄ | (run time too short) |
-| 31      ||   477.48 |   501.40 |   +5%˄ ||     2.09 |     1.99 |   -5%˄ | (run time too short) |
 | 32      ||    34.03 |    32.84 |   -4%˄ ||    29.35 |    30.42 |   +4%˄ | (run time too short) |
 | 34      ||    94.61 |    97.19 |   +3%˄ ||    10.57 |    10.28 |   -3%˄ | (run time too short) |
 | 35      ||   388.22 |   380.37 |   -2%˄ ||     2.58 |     2.63 |   +2%˄ | (run time too short) |
-| 37      ||   197.37 |   255.35 |  +29%˄ ||     5.07 |     3.92 |  -23%˄ | (run time too short) |
 | 39a     ||   767.67 |   770.86 |   +0%˄ ||     1.30 |     1.30 |   -0%˄ | (run time too short) |
 | 39b     ||   744.15 |   745.58 |   +0%˄ ||     1.34 |     1.34 |   -0%˄ | (run time too short) |
 | 41      ||   365.65 |   365.91 |   +0%˄ ||     2.73 |     2.73 |   -0%˄ | (run time too short) |
-| 42      ||    49.54 |    53.27 |   +8%˄ ||    20.17 |    18.76 |   -7%˄ | (run time too short) |
 | 43      ||   446.83 |   462.28 |   +3%˄ ||     2.24 |     2.16 |   -3%˄ | (run time too short) |
 | 45      ||    54.19 |    52.70 |   -3%˄ ||    18.44 |    18.96 |   +3%˄ | (run time too short) |
 | 48      ||   536.30 |   528.72 |   -1%˄ ||     1.86 |     1.89 |   +1%˄ | (run time too short) |
-| 50      ||   102.96 |   107.73 |   +5%˄ ||     9.71 |     9.28 |   -4%˄ | (run time too short) |
-| 52      ||    51.71 |    55.82 |   +8%˄ ||    19.33 |    17.90 |   -7%˄ | (run time too short) |
-| 55      ||    44.58 |    49.20 |  +10%˄ ||    22.41 |    20.31 |   -9%˄ | (run time too short) |
 | 62      ||   348.42 |   349.30 |   +0%˄ ||     2.87 |     2.86 |   -0%˄ | (run time too short) |
 | 65      ||  1487.32 |  1472.47 |   -1%  ||     0.67 |     0.67 |   +0%  | (run time too short) |
 | 69      ||    71.95 |    74.93 |   +4%˄ ||    13.89 |    13.34 |   -4%˄ | (run time too short) |
-| 73      ||    54.34 |    59.01 |   +9%˄ ||    18.39 |    16.94 |   -8%˄ | (run time too short) |
 | 79      ||   482.39 |   477.67 |   -1%˄ ||     2.07 |     2.09 |   +1%˄ | (run time too short) |
 | 81      ||   192.05 |   187.82 |   -2%˄ ||     5.21 |     5.32 |   +2%˄ | (run time too short) |
-| 82      ||   224.64 |   280.75 |  +25%˄ ||     4.45 |     3.56 |  -20%˄ | (run time too short) |
+| 83      ||    46.69 |    43.88 |   -6%˄ ||    21.40 |    22.77 |   +6%˄ | (run time too short) |
+| 84      ||    10.09 |     9.34 |   -7%˄ ||    98.82 |   106.77 |   +8%˄ | (run time too short) |
+| 85      ||    71.04 |    67.45 |   -5%˄ ||    14.07 |    14.82 |   +5%˄ | (run time too short) |
-| 88      ||    82.46 |    87.89 |   +7%˄ ||    12.12 |    11.37 |   -6%˄ | (run time too short) |
+| 91      ||    18.25 |    16.87 |   -8%˄ ||    54.68 |    59.15 |   +8%˄ | (run time too short) |
+| 92      ||    43.78 |    39.45 |  -10%˄ ||    22.82 |    25.33 |  +11%˄ | (run time too short) |
+| 93      ||   753.37 |   550.95 |  -27%˄ ||     1.33 |     1.81 |  +37%˄ | (run time too short) |
-| 94      ||    30.53 |    32.15 |   +5%˄ ||    32.71 |    31.07 |   -5%˄ | (run time too short) |
 | 95      ||   712.51 |   713.44 |   +0%˄ ||     1.40 |     1.40 |   -0%˄ | (run time too short) |
-| 96      ||    46.38 |    49.94 |   +8%˄ ||    21.54 |    20.01 |   -7%˄ | (run time too short) |
+| 97      ||  1373.25 |  1304.19 |   -5%  ||     0.72 |     0.77 |   +7%  |               0.0000 |
-| 99      ||   574.74 |   651.40 |  +13%˄ ||     1.74 |     1.54 |  -12%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 13159.36 | 13055.59 |   -1%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   -1%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_mt.json |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                                |
 |  benchmark_mode               | Shuffled                                                                                                      | Shuffled                                                                                                      |
 |  build_type                   | release                                                                                                       | release                                                                                                       |
 |  chunk_indexes                | False                                                                                                         | False                                                                                                         |
 |  chunk_size                   | 65535                                                                                                         | 65535                                                                                                         |
 |  clients                      | 64                                                                                                            | 64                                                                                                            |
 |  compiler                     | clang 18.1.3                                                                                                  | clang 18.1.3                                                                                                  |
 |  cores                        | 64                                                                                                            | 64                                                                                                            |
 |  data_preparation_cores       | 0                                                                                                             | 0                                                                                                             |
 |  date                         | 2025-06-06 13:28:30                                                                                           | 2025-06-06 08:43:36                                                                                           |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                       | None                                                                                                          |
 |  max_duration                 | 1200000000000                                                                                                 | 1200000000000                                                                                                 |
 |  max_runs                     | -1                                                                                                            | -1                                                                                                            |
 |  time_unit                    | ns                                                                                                            | ns                                                                                                            |
 |  using_scheduler              | True                                                                                                          | True                                                                                                          |
 |  utilized_cores_per_numa_node | [64]                                                                                                          | [64]                                                                                                          |
 |  verify                       | False                                                                                                         | False                                                                                                         |
 |  warmup_duration              | 0                                                                                                             | 0                                                                                                             |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| 01      ||   857.64 |   715.49 |  -17%  ||     1.00 |     1.01 |   +1%  |  0.0074 |
+| 03      ||   302.59 |   271.87 |  -10%  ||     1.00 |     1.01 |   +1%  |  0.3074 |
+| 06      ||   933.97 |   851.12 |   -9%  ||     1.00 |     1.01 |   +1%  |  0.1709 |
+| 07      ||  1070.54 |   895.64 |  -16%  ||     1.00 |     1.01 |   +1%  |  0.0043 |
-| 09      ||   892.05 |  1108.93 |  +24%  ||     1.00 |     1.01 |   +1%  |  0.0025 |
 | 10      ||   810.43 |   839.26 |   +4%  ||     1.00 |     1.01 |   +1%  |  0.6769 |
+| 13      ||  1758.12 |  1646.70 |   -6%  ||     1.00 |     1.01 |   +1%  |  0.1290 |
 | 15      ||   529.36 |   508.31 |   -4%  ||     1.00 |     1.01 |   +1%  |  0.6182 |
+| 16      ||   505.42 |   474.75 |   -6%  ||     1.00 |     1.01 |   +1%  |  0.5267 |
 | 17      ||  1456.84 |  1424.12 |   -2%  ||     1.00 |     1.01 |   +1%  |  0.7022 |
+| 19      ||   684.03 |   635.35 |   -7%  ||     1.00 |     1.01 |   +1%  |  0.3553 |
 | 25      ||  1067.12 |  1035.53 |   -3%  ||     1.00 |     1.01 |   +1%  |  0.6536 |
+| 26      ||   517.34 |   473.21 |   -9%  ||     1.00 |     1.01 |   +1%  |  0.2143 |
-| 28      ||  1513.45 |  1849.16 |  +22%  ||     1.00 |     1.01 |   +1%  |  0.0006 |
 | 29      ||  1867.95 |  1879.64 |   +1%  ||     1.00 |     1.01 |   +1%  |  0.8963 |
-| 31      ||  2665.98 |  2816.25 |   +6%  ||     1.00 |     1.01 |   +1%  |  0.1941 |
 | 32      ||   188.89 |   188.46 |   -0%  ||     1.00 |     1.01 |   +1%  |  0.9852 |
 | 34      ||   793.81 |   799.69 |   +1%  ||     1.00 |     1.01 |   +1%  |  0.9121 |
+| 35      ||  2277.05 |  2122.63 |   -7%  ||     1.00 |     1.01 |   +1%  |  0.0825 |
-| 37      ||   958.69 |  1062.38 |  +11%  ||     1.00 |     1.01 |   +1%  |  0.0894 |
 | 39a     ||  2877.21 |  2905.46 |   +1%  ||     1.00 |     1.01 |   +1%  |  0.7555 |
 | 39b     ||  2838.66 |  2950.73 |   +4%  ||     1.00 |     1.01 |   +1%  |  0.2106 |
+| 41      ||  2118.50 |  1952.42 |   -8%  ||     1.00 |     1.01 |   +1%  |  0.0820 |
+| 42      ||   549.85 |   469.36 |  -15%  ||     1.00 |     1.01 |   +1%  |  0.0562 |
 | 43      ||  1634.02 |  1681.15 |   +3%  ||     1.00 |     1.01 |   +1%  |  0.5139 |
+| 45      ||   832.95 |   779.60 |   -6%  ||     1.00 |     1.01 |   +1%  |  0.3614 |
 | 48      ||  2839.71 |  2805.85 |   -1%  ||     1.00 |     1.01 |   +1%  |  0.7629 |
 | 50      ||  1125.65 |  1108.02 |   -2%  ||     1.00 |     1.01 |   +1%  |  0.7920 |
+| 52      ||   561.00 |   524.74 |   -6%  ||     1.00 |     1.01 |   +1%  |  0.4563 |
-| 55      ||   454.83 |   483.01 |   +6%  ||     1.00 |     1.01 |   +1%  |  0.4560 |
-| 62      ||  1040.44 |  1190.65 |  +14%  ||     1.00 |     1.01 |   +1%  |  0.0056 |
 | 65      ||  4417.71 |  4379.75 |   -1%  ||     1.00 |     1.01 |   +1%  |  0.5899 |
 | 69      ||  1045.11 |  1073.05 |   +3%  ||     1.00 |     1.01 |   +1%  |  0.7097 |
+| 73      ||   591.78 |   479.21 |  -19%  ||     1.00 |     1.01 |   +1%  |  0.0107 |
 | 79      ||  1648.38 |  1643.27 |   -0%  ||     1.00 |     1.01 |   +1%  |  0.9401 |
+| 81      ||   619.10 |   581.88 |   -6%  ||     1.00 |     1.01 |   +1%  |  0.4125 |
-| 82      ||  1013.07 |  1111.85 |  +10%  ||     1.00 |     1.01 |   +1%  |  0.0686 |
+| 83      ||   349.02 |   267.02 |  -23%  ||     1.00 |     1.02 |   +1%  |  0.0362 |
+| 84      ||   131.22 |   100.61 |  -23%  ||     1.00 |     1.01 |   +1%  |  0.1009 |
+| 85      ||   898.51 |   839.10 |   -7%  ||     1.00 |     1.01 |   +1%  |  0.3303 |
-| 88      ||  2663.77 |  2841.32 |   +7%  ||     1.00 |     1.01 |   +1%  |  0.1410 |
+| 91      ||   214.04 |   203.12 |   -5%  ||     1.00 |     1.01 |   +1%  |  0.7269 |
 | 92      ||   287.15 |   275.10 |   -4%  ||     1.00 |     1.01 |   +1%  |  0.7229 |
+| 93      ||  2283.35 |  1731.78 |  -24%  ||     1.00 |     1.01 |   +1%  |  0.0000 |
 | 94      ||   470.70 |   487.49 |   +4%  ||     1.00 |     1.01 |   +1%  |  0.7369 |
 | 95      ||  2204.25 |  2249.94 |   +2%  ||     1.00 |     1.01 |   +1%  |  0.5584 |
-| 96      ||   416.60 |   448.23 |   +8%  ||     1.00 |     1.01 |   +1%  |  0.4059 |
+| 97      ||  4515.32 |  4196.93 |   -7%  ||     1.00 |     1.01 |   +1%  |  0.0017 |
-| 99      ||  1444.88 |  1569.35 |   +9%  ||     1.00 |     1.01 |   +1%  |  0.0468 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 63738.05 | 62928.47 |   -1%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   +1%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - single-threaded

Sum of avg. item runtimes: +14% || Geometric mean of throughput changes: -10%
Configuration Overview - click to expand
 +Configuration Overview---+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_st.json |
 +-------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                               | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                               |
 |  benchmark_mode         | Shuffled                                                                                                     | Shuffled                                                                                                     |
 |  build_type             | release                                                                                                      | release                                                                                                      |
 |  chunk_indexes          | False                                                                                                        | False                                                                                                        |
 |  chunk_size             | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                | 1                                                                                                            | 1                                                                                                            |
 |  compiler               | clang 18.1.3                                                                                                 | clang 18.1.3                                                                                                 |
 |  cores                  | 0                                                                                                            | 0                                                                                                            |
 |  data_preparation_cores | 0                                                                                                            | 0                                                                                                            |
 |  date                   | 2025-06-06 13:48:45                                                                                          | 2025-06-06 09:03:54                                                                                          |
-| ≠encoding               | {'default': {'encoding': 'Dictionary'}}                                                                      | None                                                                                                         |
 |  max_duration           | 60000000000                                                                                                  | 60000000000                                                                                                  |
 |  max_runs               | -1                                                                                                           | -1                                                                                                           |
 |  scale_factor           | 10                                                                                                           | 10                                                                                                           |
 |  time_unit              | ns                                                                                                           | ns                                                                                                           |
 |  using_scheduler        | False                                                                                                        | False                                                                                                        |
 |  verify                 | False                                                                                                        | False                                                                                                        |
 |  warmup_duration        | 0                                                                                                            | 0                                                                                                            |
 +-------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
-| Delivery     ||    25.50 |   29.09 |  +14%  ||     4.85 |     4.72 |   -3%  |  0.0000 |
-| New-Order    ||    12.07 |   13.83 |  +15%  ||    60.41 |    52.92 |  -12%  |  0.0000 |
-| Order-Status ||     1.16 |    1.41 |  +22%  ||     5.46 |     4.75 |  -13%  |  0.0000 |
-| Payment      ||     2.20 |    2.20 |   -0%  ||    58.26 |    50.77 |  -13%  |  0.9547 |
-| Stock-Level  ||     1.93 |    2.18 |  +13%  ||     5.18 |     4.70 |   -9%  |  0.0000 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
-| Sum          ||    42.85 |   48.72 |  +14%  ||          |          |        |         |
-| Geomean      ||          |         |        ||          |          |  -10%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 64 clients, 10 warehouses, 64 cores (high contention)

Sum of avg. item runtimes: -3% || Geometric mean of throughput changes: +3%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_highcont.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_mt_highcont.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                        | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                                        |
 |  benchmark_mode               | Shuffled                                                                                                              | Shuffled                                                                                                              |
 |  build_type                   | release                                                                                                               | release                                                                                                               |
 |  chunk_indexes                | False                                                                                                                 | False                                                                                                                 |
 |  chunk_size                   | 65535                                                                                                                 | 65535                                                                                                                 |
 |  clients                      | 64                                                                                                                    | 64                                                                                                                    |
 |  compiler                     | clang 18.1.3                                                                                                          | clang 18.1.3                                                                                                          |
 |  cores                        | 64                                                                                                                    | 64                                                                                                                    |
 |  data_preparation_cores       | 0                                                                                                                     | 0                                                                                                                     |
 |  date                         | 2025-06-06 13:56:23                                                                                                   | 2025-06-06 09:04:59                                                                                                   |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                               | None                                                                                                                  |
 |  max_duration                 | 600000000000                                                                                                          | 600000000000                                                                                                          |
 |  max_runs                     | -1                                                                                                                    | -1                                                                                                                    |
 |  scale_factor                 | 10                                                                                                                    | 10                                                                                                                    |
 |  time_unit                    | ns                                                                                                                    | ns                                                                                                                    |
 |  using_scheduler              | True                                                                                                                  | True                                                                                                                  |
 |  utilized_cores_per_numa_node | [64]                                                                                                                  | [64]                                                                                                                  |
 |  verify                       | False                                                                                                                 | False                                                                                                                 |
 |  warmup_duration              | 0                                                                                                                     | 0                                                                                                                     |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Delivery     ||   181.26 |  175.46 |   -3%  ||    33.75 |    34.61 |   +3%  |  0.0000 |
 |    unsucc.:  ||     3.31 |    3.47 |   +5%  ||    50.88 |    51.99 |   +2%  |         |
 | New-Order    ||    93.42 |   91.59 |   -2%  ||   471.42 |   485.58 |   +3%  |  0.0000 |
 |    unsucc.:  ||     8.90 |    8.11 |   -9%  ||   476.66 |   489.69 |   +3%  |         |
 | Order-Status ||     9.53 |    9.38 |   -2%  ||    85.20 |    85.98 |   +1%  |  0.2053 |
+| Payment      ||    15.67 |   14.68 |   -6%  ||   239.31 |   249.01 |   +4%  |  0.0000 |
 |    unsucc.:  ||     5.48 |    5.26 |   -4%  ||   665.74 |   681.99 |   +2%  |         |
 | Stock-Level  ||    13.87 |   13.65 |   -2%  ||    83.49 |    86.48 |   +4%  |  0.1971 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||   313.75 |  304.76 |   -3%  ||          |          |        |         |
 | Geomean      ||          |         |        ||          |          |   +3%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 10 clients, 10 warehouses, 64 cores (low contention)

Sum of avg. item runtimes: +3% || Geometric mean of throughput changes: -4%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_lowcont.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_mt_lowcont.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                       | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                                       |
 |  benchmark_mode               | Shuffled                                                                                                             | Shuffled                                                                                                             |
 |  build_type                   | release                                                                                                              | release                                                                                                              |
 |  chunk_indexes                | False                                                                                                                | False                                                                                                                |
 |  chunk_size                   | 65535                                                                                                                | 65535                                                                                                                |
 |  clients                      | 10                                                                                                                   | 10                                                                                                                   |
 |  compiler                     | clang 18.1.3                                                                                                         | clang 18.1.3                                                                                                         |
 |  cores                        | 64                                                                                                                   | 64                                                                                                                   |
 |  data_preparation_cores       | 0                                                                                                                    | 0                                                                                                                    |
 |  date                         | 2025-06-06 14:06:35                                                                                                  | 2025-06-06 09:15:10                                                                                                  |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                              | None                                                                                                                 |
 |  max_duration                 | 600000000000                                                                                                         | 600000000000                                                                                                         |
 |  max_runs                     | -1                                                                                                                   | -1                                                                                                                   |
 |  scale_factor                 | 10                                                                                                                   | 10                                                                                                                   |
 |  time_unit                    | ns                                                                                                                   | ns                                                                                                                   |
 |  using_scheduler              | True                                                                                                                 | True                                                                                                                 |
 |  utilized_cores_per_numa_node | [64]                                                                                                                 | [64]                                                                                                                 |
 |  verify                       | False                                                                                                                | False                                                                                                                |
 |  warmup_duration              | 0                                                                                                                    | 0                                                                                                                    |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Delivery     ||    75.34 |   77.46 |   +3%  ||    16.40 |    16.04 |   -2%  |  0.0000 |
 |    unsucc.:  ||     0.85 |    0.98 |  +16%  ||     2.12 |     1.95 |   -8%  |         |
-| New-Order    ||    37.40 |   39.40 |   +5%  ||   190.10 |   182.54 |   -4%  |  0.0000 |
 |    unsucc.:  ||     3.55 |    3.57 |   +1%  ||    18.28 |    17.52 |   -4%  |         |
 | Order-Status ||     4.29 |    4.42 |   +3%  ||    18.60 |    17.79 |   -4%  |  0.0000 |
 | Payment      ||     8.11 |    7.88 |   -3%  ||   162.49 |   157.66 |   -3%  |  0.0000 |
 |    unsucc.:  ||     2.04 |    2.04 |   +0%  ||    36.34 |    34.28 |   -6%  |         |
 | Stock-Level  ||     5.56 |    5.52 |   -1%  ||    18.45 |    17.68 |   -4%  |  0.0008 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||   130.70 |  134.68 |   +3%  ||          |          |        |         |
 | Geomean      ||          |         |        ||          |          |   -4%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - single-threaded

Sum of avg. item runtimes: -4% || Geometric mean of throughput changes: -2%
Configuration Overview - click to expand
 +Configuration Overview---+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_st.json |
 +-------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                    | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                                    |
 |  benchmark_mode         | Ordered                                                                                                           | Ordered                                                                                                           |
 |  build_type             | release                                                                                                           | release                                                                                                           |
 |  chunk_indexes          | False                                                                                                             | False                                                                                                             |
 |  chunk_size             | 65535                                                                                                             | 65535                                                                                                             |
 |  clients                | 1                                                                                                                 | 1                                                                                                                 |
 |  compiler               | clang 18.1.3                                                                                                      | clang 18.1.3                                                                                                      |
 |  cores                  | 0                                                                                                                 | 0                                                                                                                 |
 |  data_preparation_cores | 0                                                                                                                 | 0                                                                                                                 |
 |  date                   | 2025-06-06 14:16:42                                                                                               | 2025-06-06 09:25:17                                                                                               |
-| ≠encoding               | {'default': {'encoding': 'Dictionary'}}                                                                           | None                                                                                                              |
 |  max_duration           | 60000000000                                                                                                       | 60000000000                                                                                                       |
 |  max_runs               | 50                                                                                                                | 50                                                                                                                |
 |  time_unit              | ns                                                                                                                | ns                                                                                                                |
 |  using_scheduler        | False                                                                                                             | False                                                                                                             |
 |  verify                 | False                                                                                                             | False                                                                                                             |
 |  warmup_duration        | 1000000000                                                                                                        | 1000000000                                                                                                        |
 +-------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item  
426B
  || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 10a     ||   156.28 |   124.54 |  -20%˄ ||     6.40 |     8.03 |  +25%˄ | (run time too short) |
+| 10b     ||    94.97 |    73.98 |  -22%˄ ||    10.53 |    13.52 |  +28%˄ | (run time too short) |
+| 10c     ||   359.64 |   313.41 |  -13%˄ ||     2.78 |     3.19 |  +15%˄ | (run time too short) |
-| 11a     ||    29.57 |    37.91 |  +28%˄ ||    33.81 |    26.37 |  -22%˄ | (run time too short) |
-| 11b     ||    25.70 |    32.45 |  +26%˄ ||    38.90 |    30.82 |  -21%˄ | (run time too short) |
-| 11c     ||    24.61 |    26.50 |   +8%˄ ||    40.64 |    37.73 |   -7%˄ | (run time too short) |
-| 11d     ||    23.54 |    26.02 |  +11%˄ ||    42.48 |    38.43 |  -10%˄ | (run time too short) |
-| 12a     ||    31.96 |    47.96 |  +50%˄ ||    31.28 |    20.85 |  -33%˄ | (run time too short) |
-| 12b     ||    27.71 |    37.72 |  +36%˄ ||    36.09 |    26.51 |  -27%˄ | (run time too short) |
-| 12c     ||    74.30 |    80.48 |   +8%˄ ||    13.46 |    12.42 |   -8%˄ | (run time too short) |
 | 13a     ||   182.97 |   185.42 |   +1%˄ ||     5.47 |     5.39 |   -1%˄ | (run time too short) |
 | 13b     ||   236.04 |   244.55 |   +4%˄ ||     4.24 |     4.09 |   -3%˄ | (run time too short) |
-| 13c     ||    32.07 |    42.58 |  +33%˄ ||    31.18 |    23.48 |  -25%˄ | (run time too short) |
-| 13d     ||   532.31 |   560.54 |   +5%˄ ||     1.88 |     1.78 |   -5%˄ | (run time too short) |
 | 14a     ||   103.47 |   106.24 |   +3%˄ ||     9.66 |     9.41 |   -3%˄ | (run time too short) |
-| 14b     ||   110.68 |   117.26 |   +6%˄ ||     9.03 |     8.53 |   -6%˄ | (run time too short) |
 | 14c     ||   184.29 |   187.21 |   +2%˄ ||     5.43 |     5.34 |   -2%˄ | (run time too short) |
+| 15a     ||    76.45 |    59.02 |  -23%˄ ||    13.08 |    16.94 |  +30%˄ | (run time too short) |
+| 15b     ||    80.24 |    74.86 |   -7%˄ ||    12.46 |    13.36 |   +7%˄ | (run time too short) |
+| 15c     ||    52.04 |    47.43 |   -9%˄ ||    19.21 |    21.08 |  +10%˄ | (run time too short) |
+| 15d     ||    49.36 |    45.00 |   -9%˄ ||    20.26 |    22.22 |  +10%˄ | (run time too short) |
+| 16a     ||  1445.42 |  1272.58 |  -12%  ||     0.68 |     0.78 |  +15%  |               0.0000 |
+| 16b     ||  2709.47 |  2565.05 |   -5%  ||     0.37 |     0.38 |   +5%  | (run time too short) |
+| 16c     ||  1621.40 |  1436.21 |  -11%  ||     0.62 |     0.68 |  +11%  | (run time too short) |
+| 16d     ||  1575.46 |  1402.11 |  -11%  ||     0.63 |     0.70 |  +11%  | (run time too short) |
+| 17a     ||   462.60 |   392.79 |  -15%˄ ||     2.16 |     2.55 |  +18%˄ | (run time too short) |
+| 17b     ||   366.49 |   306.84 |  -16%˄ ||     2.73 |     3.26 |  +19%˄ | (run time too short) |
+| 17c     ||   345.77 |   289.33 |  -16%˄ ||     2.89 |     3.46 |  +20%˄ | (run time too short) |
+| 17d     ||   428.13 |   373.71 |  -13%˄ ||     2.34 |     2.68 |  +15%˄ | (run time too short) |
+| 17e     ||  1674.18 |  1519.75 |   -9%  ||     0.58 |     0.65 |  +11%  | (run time too short) |
+| 17f     ||   946.83 |   880.67 |   -7%˄ ||     1.06 |     1.14 |   +8%˄ | (run time too short) |
-| 18a     ||   143.70 |   157.74 |  +10%˄ ||     6.96 |     6.34 |   -9%˄ | (run time too short) |
 | 18b     ||   107.32 |   111.28 |   +4%˄ ||     9.32 |     8.99 |   -4%˄ | (run time too short) |
+| 18c     ||   199.17 |   187.45 |   -6%˄ ||     5.02 |     5.33 |   +6%˄ | (run time too short) |
-| 19a     ||   221.40 |   234.74 |   +6%˄ ||     4.52 |     4.26 |   -6%˄ | (run time too short) |
-| 19b     ||   192.93 |   202.52 |   +5%˄ ||     5.18 |     4.94 |   -5%˄ | (run time too short) |
 | 19c     ||   266.70 |   263.69 |   -1%˄ ||     3.75 |     3.79 |   +1%˄ | (run time too short) |
 | 19d     ||   749.25 |   761.09 |   +2%˄ ||     1.33 |     1.31 |   -2%˄ | (run time too short) |
-| 1a      ||    10.27 |    11.53 |  +12%˄ ||    97.39 |    86.73 |  -11%˄ | (run time too short) |
-| 1b      ||    16.44 |    29.62 |  +80%˄ ||    60.81 |    33.75 |  -44%˄ | (run time too short) |
 | 1c      ||    21.63 |    21.55 |   -0%˄ ||    46.22 |    46.40 |   +0%˄ | (run time too short) |
-| 1d      ||     9.47 |    11.11 |  +17%˄ ||   105.55 |    89.97 |  -15%˄ | (run time too short) |
-| 20a     ||   554.43 |   672.77 |  +21%˄ ||     1.80 |     1.49 |  -18%˄ | (run time too short) |
-| 20b     ||   602.99 |   720.45 |  +19%˄ ||     1.66 |     1.39 |  -16%˄ | (run time too short) |
+| 20c     ||   435.79 |   399.12 |   -8%˄ ||     2.29 |     2.51 |   +9%˄ | (run time too short) |
-| 21a     ||    44.65 |    51.79 |  +16%˄ ||    22.39 |    19.31 |  -14%˄ | (run time too short) |
-| 21b     ||    34.60 |    44.87 |  +30%˄ ||    28.90 |    22.28 |  -23%˄ | (run time too short) |
 | 21c     ||    40.86 |    41.32 |   +1%˄ ||    24.47 |    24.20 |   -1%˄ | (run time too short) |
 | 22a     ||   184.53 |   179.35 |   -3%˄ ||     5.42 |     5.58 |   +3%˄ | (run time too short) |
 | 22b     ||   167.60 |   162.44 |   -3%˄ ||     5.97 |     6.16 |   +3%˄ | (run time too short) |
+| 22c     ||   250.95 |   239.56 |   -5%˄ ||     3.98 |     4.17 |   +5%˄ | (run time too short) |
 | 22d     ||   366.64 |   360.80 |   -2%˄ ||     2.73 |     2.77 |   +2%˄ | (run time too short) |
+| 23a     ||    55.36 |    50.70 |   -8%˄ ||    18.06 |    19.72 |   +9%˄ | (run time too short) |
 | 23b     ||    60.46 |    58.56 |   -3%˄ ||    16.54 |    17.08 |   +3%˄ | (run time too short) |
+| 23c     ||    58.79 |    53.47 |   -9%˄ ||    17.01 |    18.70 |  +10%˄ | (run time too short) |
-| 24a     ||   219.28 |   230.09 |   +5%˄ ||     4.56 |     4.35 |   -5%˄ | (run time too short) |
-| 24b     ||   203.05 |   215.75 |   +6%˄ ||     4.92 |     4.63 |   -6%˄ | (run time too short) |
 | 25a     ||   104.68 |   101.52 |   -3%˄ ||     9.55 |     9.85 |   +3%˄ | (run time too short) |
 | 25b     ||    64.12 |    66.69 |   +4%˄ ||    15.59 |    14.99 |   -4%˄ | (run time too short) |
 | 25c     ||   241.92 |   231.93 |   -4%˄ ||     4.13 |     4.31 |   +4%˄ | (run time too short) |
+| 26a     ||   170.91 |   141.38 |  -17%˄ ||     5.85 |     7.07 |  +21%˄ | (run time too short) |
+| 26b     ||   142.08 |   123.03 |  -13%˄ ||     7.04 |     8.13 |  +15%˄ | (run time too short) |
+| 26c     ||   320.37 |   252.46 |  -21%˄ ||     3.12 |     3.96 |  +27%˄ | (run time too short) |
-| 27a     ||    37.56 |    46.63 |  +24%˄ ||    26.62 |    21.44 |  -19%˄ | (run time too short) |
-| 27b     ||    26.49 |    33.14 |  +25%˄ ||    37.75 |    30.17 |  -20%˄ | (run time too short) |
 | 27c     ||    40.93 |    41.63 |   +2%˄ ||    24.43 |    24.02 |   -2%˄ | (run time too short) |
+| 28a     ||   212.25 |   203.08 |   -4%˄ ||     4.71 |     4.92 |   +5%˄ | (run time too short) |
 | 28b     ||    80.16 |    81.20 |   +1%˄ ||    12.47 |    12.31 |   -1%˄ | (run time too short) |
 | 28c     ||   186.96 |   180.48 |   -3%˄ ||     5.35 |     5.54 |   +4%˄ | (run time too short) |
-| 29a     ||   178.86 |   192.52 |   +8%˄ ||     5.59 |     5.19 |   -7%˄ | (run time too short) |
 | 29b     ||   930.66 |   939.12 |   +1%˄ ||     1.07 |     1.06 |   -1%˄ | (run time too short) |
-| 29c     ||   222.11 |   239.76 |   +8%˄ ||     4.50 |     4.17 |   -7%˄ | (run time too short) |
 | 2a      ||    29.20 |    30.11 |   +3%˄ ||    34.24 |    33.21 |   -3%˄ | (run time too short) |
-| 2b      ||    26.55 |    27.94 |   +5%˄ ||    37.66 |    35.78 |   -5%˄ | (run time too short) |
-| 2c      ||    21.95 |    24.18 |  +10%˄ ||    45.56 |    41.35 |   -9%˄ | (run time too short) |
 | 2d      ||    57.77 |    56.78 |   -2%˄ ||    17.31 |    17.61 |   +2%˄ | (run time too short) |
 | 30a     ||    90.03 |    90.25 |   +0%˄ ||    11.11 |    11.08 |   -0%˄ | (run time too short) |
 | 30b     ||    92.51 |    95.98 |   +4%˄ ||    10.81 |    10.42 |   -4%˄ | (run time too short) |
 | 30c     ||   159.61 |   154.55 |   -3%˄ ||     6.27 |     6.47 |   +3%˄ | (run time too short) |
 | 31a     ||    79.45 |    80.67 |   +2%˄ ||    12.59 |    12.40 |   -2%˄ | (run time too short) |
 | 31b     ||    84.05 |    80.89 |   -4%˄ ||    11.90 |    12.36 |   +4%˄ | (run time too short) |
 | 31c     ||    90.35 |    91.00 |   +1%˄ ||    11.07 |    10.99 |   -1%˄ | (run time too short) |
 | 32a     ||    14.96 |    15.34 |   +3%˄ ||    66.85 |    65.18 |   -3%˄ | (run time too short) |
+| 32b     ||    36.31 |    34.13 |   -6%˄ ||    27.54 |    29.30 |   +6%˄ | (run time too short) |
-| 33a     ||    34.06 |    51.89 |  +52%˄ ||    29.36 |    19.27 |  -34%˄ | (run time too short) |
-| 33b     ||    22.84 |    30.04 |  +32%˄ ||    43.78 |    33.29 |  -24%˄ | (run time too short) |
-| 33c     ||    45.43 |    56.41 |  +24%˄ ||    22.01 |    17.73 |  -19%˄ | (run time too short) |
 | 3a      ||    71.03 |    71.43 |   +1%˄ ||    14.08 |    14.00 |   -1%˄ | (run time too short) |
-| 3b      ||    19.87 |    24.45 |  +23%˄ ||    50.32 |    40.89 |  -19%˄ | (run time too short) |
+| 3c      ||   223.76 |   211.01 |   -6%˄ ||     4.47 |     4.74 |   +6%˄ | (run time too short) |
 | 4a      ||   150.45 |   150.41 |   -0%˄ ||     6.65 |     6.65 |   +0%˄ | (run time too short) |
-| 4b      ||    18.45 |    23.29 |  +26%˄ ||    54.18 |    42.93 |  -21%˄ | (run time too short) |
 | 4c      ||   191.03 |   187.53 |   -2%˄ ||     5.23 |     5.33 |   +2%˄ | (run time too short) |
+| 5a      ||    64.67 |    57.54 |  -11%˄ ||    15.46 |    17.38 |  +12%˄ | (run time too short) |
+| 5b      ||    61.21 |    57.55 |   -6%˄ ||    16.34 |    17.38 |   +6%˄ | (run time too short) |
+| 5c      ||    99.55 |    90.48 |   -9%˄ ||    10.04 |    11.05 |  +10%˄ | (run time too short) |
+| 6a      ||   167.34 |   148.68 |  -11%˄ ||     5.98 |     6.73 |  +13%˄ | (run time too short) |
+| 6b      ||   178.05 |   161.51 |   -9%˄ ||     5.62 |     6.19 |  +10%˄ | (run time too short) |
+| 6c      ||   157.83 |   138.78 |  -12%˄ ||     6.34 |     7.21 |  +14%˄ | (run time too short) |
+| 6d      ||   389.69 |   351.65 |  -10%˄ ||     2.57 |     2.84 |  +11%˄ | (run time too short) |
+| 6e      ||   164.69 |   142.61 |  -13%˄ ||     6.07 |     7.01 |  +15%˄ | (run time too short) |
+| 6f      ||   721.47 |   673.97 |   -7%˄ ||     1.39 |     1.48 |   +7%˄ | (run time too short) |
-| 7a      ||    92.60 |   123.91 |  +34%˄ ||    10.80 |     8.07 |  -25%˄ | (run time too short) |
-| 7b      ||    86.43 |   118.64 |  +37%˄ ||    11.57 |     8.43 |  -27%˄ | (run time too short) |
 | 7c      ||   576.79 |   567.65 |   -2%˄ ||     1.73 |     1.76 |   +2%˄ | (run time too short) |
 | 8a      ||   202.35 |   197.23 |   -3%˄ ||     4.94 |     5.07 |   +3%˄ | (run time too short) |
-| 8b      ||   188.95 |   201.27 |   +7%˄ ||     5.29 |     4.97 |   -6%˄ | (run time too short) |
 | 8c      ||  1863.54 |  1826.42 |   -2%  ||     0.53 |     0.53 |   +0%  | (run time too short) |
 | 8d      ||   488.32 |   489.19 |   +0%˄ ||     2.05 |     2.04 |   -0%˄ | (run time too short) |
+| 9a      ||   257.35 |   244.08 |   -5%˄ ||     3.89 |     4.10 |   +5%˄ | (run time too short) |
+| 9b      ||   165.70 |   157.26 |   -5%˄ ||     6.03 |     6.36 |   +5%˄ | (run time too short) |
+| 9c      ||   311.21 |   289.86 |   -7%˄ ||     3.21 |     3.45 |   +7%˄ | (run time too short) |
 | 9d      ||   457.28 |   447.00 |   -2%˄ ||     2.19 |     2.24 |   +2%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 30496.95 | 29331.61 |   -4%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   -2%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: -2% || Geometric mean of throughput changes: -1%
Configuration Overview - click to expand
 +Configuration Overview---------+---------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_ordered.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_mt_ordered.json |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                            | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                                            |
 |  benchmark_mode               | Ordered                                                                                                                   | Ordered                                                                                                                   |
 |  build_type                   | release                                                                                                                   | release                                                                                                                   |
 |  chunk_indexes                | False                                                                                                                     | False                                                                                                                     |
 |  chunk_size                   | 65535                                                                                                                     | 65535                                                                                                                     |
 |  clients                      | 1                                                                                                                         | 1                                                                                                                         |
 |  compiler                     | clang 18.1.3                                                                                                              | clang 18.1.3                                                                                                              |
 |  cores                        | 64                                                                                                                        | 64                                                                                                                        |
 |  data_preparation_cores       | 0                                                                                                                         | 0                                                                                                                         |
 |  date                         | 2025-06-06 14:41:54                                                                                                       | 2025-06-06 09:51:11                                                                                                       |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                   | None                                                                                                                      |
 |  max_duration                 | 60000000000                                                                                                               | 60000000000                                                                                                               |
 |  max_runs                     | 50                                                                                                                        | 50                                                                                                                        |
 |  time_unit                    | ns                                                                                                                        | ns                                                                                                                        |
 |  using_scheduler              | True                                                                                                                      | True                                                                                                                      |
 |  utilized_cores_per_numa_node | [64]                                                                                                                      | [64]                                                                                                                      |
 |  verify                       | False                                                                                                                     | False                                                                                                                     |
 |  warmup_duration              | 1000000000                                                                                                                | 1000000000                                                                                                                |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | 10a     ||    39.83 |    41.24 |   +4%˄ ||    25.08 |    24.23 |   -3%˄ | (run time too short) |
-| 10b     ||    18.33 |    20.44 |  +12%˄ ||    54.46 |    48.82 |  -10%˄ | (run time too short) |
+| 10c     ||   120.65 |   107.14 |  -11%˄ ||     8.29 |     9.33 |  +13%˄ | (run time too short) |
 | 11a     ||    10.54 |    10.74 |   +2%˄ ||    94.59 |    92.83 |   -2%˄ | (run time too short) |
 | 11b     ||     8.37 |     8.60 |   +3%˄ ||   119.00 |   115.79 |   -3%˄ | (run time too short) |
 | 11c     ||    23.23 |    24.20 |   +4%˄ ||    42.98 |    41.25 |   -4%˄ | (run time too short) |
 | 11d     ||    27.18 |    26.83 |   -1%˄ ||    36.74 |    37.22 |   +1%˄ | (run time too short) |
+| 12a     ||    21.55 |    20.61 |   -4%˄ ||    46.32 |    48.43 |   +5%˄ | (run time too short) |
 | 12b     ||    12.03 |    12.52 |   +4%˄ ||    82.86 |    79.62 |   -4%˄ | (run time too short) |
 | 12c     ||    51.14 |    49.72 |   -3%˄ ||    19.54 |    20.10 |   +3%˄ | (run time too short) |
+| 13a     ||   134.71 |   128.40 |   -5%˄ ||     7.42 |     7.79 |   +5%˄ | (run time too short) |
 | 13b     ||    96.71 |    93.85 |   -3%˄ ||    10.34 |    10.65 |   +3%˄ | (run time too short) |
 | 13c     ||    15.59 |    16.23 |   +4%˄ ||    63.99 |    61.47 |   -4%˄ | (run time too short) |
 | 13d     ||   372.34 |   378.61 |   +2%˄ ||     2.69 |     2.64 |   -2%˄ | (run time too short) |
 | 14a     ||    57.08 |    55.93 |   -2%˄ ||    17.51 |    17.87 |   +2%˄ | (run time too short) |
 | 14b     ||    72.00 |    71.75 |   -0%˄ ||    13.88 |    13.93 |   +0%˄ | (run time too short) |
 | 14c     ||   118.28 |   115.09 |   -3%˄ ||     8.45 |     8.69 |   +3%˄ | (run time too short) |
 | 15a     ||    30.30 |    29.71 |   -2%˄ ||    32.97 |    33.61 |   +2%˄ | (run time too short) |
 | 15b     ||    24.94 |    25.25 |   +1%˄ ||    40.03 |    39.54 |   -1%˄ | (run time too short) |
 | 15c     ||    23.12 |    22.89 |   -1%˄ ||    43.18 |    43.61 |   +1%˄ | (run time too short) |
 | 15d     ||    28.99 |    29.56 |   +2%˄ ||    34.45 |    33.79 |   -2%˄ | (run time too short) |
+| 16a     ||   846.11 |   755.21 |  -11%˄ ||     1.18 |     1.32 |  +12%˄ | (run time too short) |
 | 16b     ||  2054.41 |  2034.99 |   -1%  ||     0.48 |     0.48 |   +0%  |               0.0369 |
+| 16c     ||  1005.65 |   928.19 |   -8%˄ ||     0.99 |     1.08 |   +8%˄ | (run time too short) |
+| 16d     ||   967.56 |   891.28 |   -8%˄ ||     1.03 |     1.12 |   +9%˄ | (run time too short) |
 | 17a     ||   187.95 |   183.66 |   -2%˄ ||     5.32 |     5.44 |   +2%˄ | (run time too short) |
 | 17b     ||   155.80 |   154.66 |   -1%˄ ||     6.42 |     6.46 |   +1%˄ | (run time too short) |
 | 17c     ||   128.35 |   128.57 |   +0%˄ ||     7.79 |     7.78 |   -0%˄ | (run time too short) |
 | 17d     ||   126.57 |   123.90 |   -2%˄ ||     7.90 |     8.07 |   +2%˄ | (run time too short) |
 | 17e     ||   846.50 |   819.64 |   -3%˄ ||     1.18 |     1.22 |   +3%˄ | (run time too short) |
 | 17f     ||   322.94 |   319.84 |   -1%˄ ||     3.10 |     3.13 |   +1%˄ | (run time too short) |
-| 18a     ||    52.67 |    55.26 |   +5%˄ ||    18.97 |    18.08 |   -5%˄ | (run time too short) |
 | 18b     ||    50.23 |    48.94 |   -3%˄ ||    19.89 |    20.42 |   +3%˄ | (run time too short) |
 | 18c     ||    99.03 |    98.18 |   -1%˄ ||    10.09 |    10.18 |   +1%˄ | (run time too short) |
 | 19a     ||   100.42 |    97.48 |   -3%˄ ||     9.95 |    10.25 |   +3%˄ | (run time too short) |
 | 19b     ||    62.93 |    61.16 |   -3%˄ ||    15.88 |    16.34 |   +3%˄ | (run time too short) |
 | 19c     ||   113.80 |   112.52 |   -1%˄ ||     8.78 |     8.88 |   +1%˄ | (run time too short) |
 | 19d     ||   520.87 |   536.46 |   +3%˄ ||     1.92 |     1.86 |   -3%˄ | (run time too short) |
 | 1a      ||     6.36 |     6.44 |   +1%˄ ||   156.53 |   154.60 |   -1%˄ | (run time too short) |
-| 1b      ||     4.48 |     7.51 |  +67%˄ ||   221.24 |   132.55 |  -40%˄ | (run time too short) |
-| 1c      ||     4.00 |     5.00 |  +25%˄ ||   247.71 |   198.45 |  -20%˄ | (run time too short) |
 | 1d      ||     5.02 |     5.17 |   +3%˄ ||   198.07 |   192.16 |   -3%˄ | (run time too short) |
-| 20a     ||    83.48 |   108.69 |  +30%˄ ||    11.97 |     9.20 |  -23%˄ | (run time too short) |
-| 20b     ||    72.40 |   103.21 |  +43%˄ ||    13.81 |     9.69 |  -30%˄ | (run time too short) |
 | 20c     ||    79.82 |    81.16 |   +2%˄ ||    12.52 |    12.32 |   -2%˄ | (run time too short) |
 | 21a     ||    16.66 |    16.59 |   -0%˄ ||    59.89 |    60.16 |   +0%˄ | (run time too short) |
 | 21b     ||    15.15 |    15.00 |   -1%˄ ||    65.86 |    66.52 |   +1%˄ | (run time too short) |
 | 21c     ||    18.69 |    18.36 |   -2%˄ ||    53.39 |    54.37 |   +2%˄ | (run time too short) |
 | 22a     ||    73.07 |    71.18 |   -3%˄ ||    13.68 |    14.04 |   +3%˄ | (run time too short) |
+| 22b     ||    54.81 |    51.48 |   -6%˄ ||    18.23 |    19.41 |   +6%˄ | (run time too short) |
+| 22c     ||   123.41 |   117.97 |   -4%˄ ||     8.10 |     8.47 |   +5%˄ | (run time too short) |
+| 22d     ||   223.78 |   212.32 |   -5%˄ ||     4.47 |     4.71 |   +5%˄ | (run time too short) |
 | 23a     ||    16.50 |    16.09 |   -2%˄ ||    60.47 |    62.01 |   +3%˄ | (run time too short) |
-| 23b     ||    27.03 |    29.66 |  +10%˄ ||    36.94 |    33.67 |   -9%˄ | (run time too short) |
 | 23c     ||    18.76 |    18.40 |   -2%˄ ||    53.19 |    54.24 |   +2%˄ | (run time too short) |
 | 24a     ||    60.07 |    59.91 |   -0%˄ ||    16.63 |    16.68 |   +0%˄ | (run time too short) |
 | 24b     ||    60.36 |    62.96 |   +4%˄ ||    16.55 |    15.87 |   -4%˄ | (run time too short) |
 | 25a     ||    57.48 |    56.94 |   -1%˄ ||    17.38 |    17.55 |   +1%˄ | (run time too short) |
-| 25b     ||    32.64 |    36.25 |  +11%˄ ||    30.60 |    27.56 |  -10%˄ | (run time too short) |
 | 25c     ||   157.31 |   153.21 |   -3%˄ ||     6.36 |     6.53 |   +3%˄ | (run time too short) |
 | 26a     ||    86.84 |    84.38 |   -3%˄ ||    11.51 |    11.84 |   +3%˄ | (run time too short) |
+| 26b     ||    64.08 |    60.40 |   -6%˄ ||    15.59 |    16.54 |   +6%˄ | (run time too short) |
+| 26c     ||   131.43 |   122.74 |   -7%˄ ||     7.61 |     8.14 |   +7%˄ | (run time too short) |
 | 27a     ||    19.60 |    19.38 |   -1%˄ ||    50.93 |    51.51 |   +1%˄ | (run time too short) |
 | 27b     ||    18.21 |    18.12 |   -0%˄ ||    54.80 |    55.07 |   +0%˄ | (run time too short) |
 | 27c     ||    18.26 |    18.06 |   -1%˄ ||    54.65 |    55.26 |   +1%˄ | (run time too short) |
 | 28a     ||   126.69 |   124.22 |   -2%˄ ||     7.89 |     8.05 |   +2%˄ | (run time too short) |
 | 28b     ||    27.56 |    27.12 |   -2%˄ ||    36.24 |    36.82 |   +2%˄ | (run time too short) |
 | 28c     ||   105.64 |   102.25 |   -3%˄ ||     9.46 |     9.78 |   +3%˄ | (run time too short) |
 | 29a     ||    52.78 |    53.23 |   +1%˄ ||    18.93 |    18.77 |   -1%˄ | (run time too short) |
-| 29b     ||   133.17 |   156.86 |  +18%˄ ||     7.51 |     6.37 |  -15%˄ | (run time too short) |
 | 29c     ||    65.92 |    66.58 |   +1%˄ ||    15.16 |    15.01 |   -1%˄ | (run time too short) |
 | 2a      ||    22.42 |    22.85 |   +2%˄ ||    44.53 |    43.70 |   -2%˄ | (run time too short) |
 | 2b      ||    19.70 |    20.20 |   +3%˄ ||    50.67 |    49.43 |   -2%˄ | (run time too short) |
 | 2c      ||    13.85 |    14.36 |   +4%˄ ||    72.06 |    69.47 |   -4%˄ | (run time too short) |
+| 2d      ||    52.65 |    49.73 |   -6%˄ ||    18.98 |    20.10 |   +6%˄ | (run time too short) |
 | 30a     ||    48.40 |    47.23 |   -2%˄ ||    20.64 |    21.15 |   +2%˄ | (run time too short) |
 | 30b     ||    37.02 |    37.85 |   +2%˄ ||    26.98 |    26.39 |   -2%˄ | (run time too short) |
 | 30c     ||   115.23 |   113.16 |   -2%˄ ||     8.67 |     8.83 |   +2%˄ | (run time too short) |
-| 31a     ||    38.97 |    41.99 |   +8%˄ ||    25.63 |    23.79 |   -7%˄ | (run time too short) |
-| 31b     ||    34.28 |    37.77 |  +10%˄ ||    29.14 |    26.45 |   -9%˄ | (run time too short) |
-| 31c     ||    43.18 |    45.71 |   +6%˄ ||    23.14 |    21.86 |   -6%˄ | (run time too short) |
-| 32a     ||     6.39 |     6.68 |   +5%˄ ||   155.84 |   148.92 |   -4%˄ | (run time too short) |
 | 32b     ||    28.36 |    28.91 |   +2%˄ ||    35.22 |    34.55 |   -2%˄ | (run time too short) |
-| 33a     ||    10.56 |    14.08 |  +33%˄ ||    94.40 |    70.83 |  -25%˄ | (run time too short) |
-| 33b     ||     8.44 |     9.78 |  +16%˄ ||   117.95 |   101.84 |  -14%˄ | (run time too short) |
-| 33c     ||    18.82 |    20.74 |  +10%˄ ||    53.03 |    48.14 |   -9%˄ | (run time too short) |
+| 3a      ||    38.67 |    32.44 |  -16%˄ ||    25.83 |    30.79 |  +19%˄ | (run time too short) |
 | 3b      ||     6.60 |     6.43 |   -3%˄ ||   150.76 |   154.73 |   +3%˄ | (run time too short) |
 | 3c      ||    71.85 |    72.46 |   +1%˄ ||    13.91 |    13.79 |   -1%˄ | (run time too short) |
+| 4a      ||    69.52 |    65.49 |   -6%˄ ||    14.38 |    15.26 |   +6%˄ | (run time too short) |
-| 4b      ||     5.19 |     5.60 |   +8%˄ ||   191.35 |   177.52 |   -7%˄ | (run time too short) |
 | 4c      ||    86.15 |    83.63 |   -3%˄ ||    11.60 |    11.95 |   +3%˄ | (run time too short) |
 | 5a      ||    24.54 |    24.73 |   +1%˄ ||    40.69 |    40.38 |   -1%˄ | (run time too short) |
 | 5b      ||    20.66 |    20.27 |   -2%˄ ||    48.32 |    49.26 |   +2%˄ | (run time too short) |
+| 5c      ||    48.59 |    44.70 |   -8%˄ ||    20.56 |    22.35 |   +9%˄ | (run time too short) |
+| 6a      ||    29.21 |    24.38 |  -17%˄ ||    34.19 |    40.96 |  +20%˄ | (run time too short) |
 | 6b      ||    50.78 |    48.72 |   -4%˄ ||    19.68 |    20.51 |   +4%˄ | (run time too short) |
+| 6c      ||    26.47 |    23.12 |  -13%˄ ||    37.72 |    43.18 |  +14%˄ | (run time too short) |
 | 6d      ||   129.28 |   129.14 |   -0%˄ ||     7.73 |     7.74 |   +0%˄ | (run time too short) |
+| 6e      ||    28.77 |    24.18 |  -16%˄ ||    34.72 |    41.29 |  +19%˄ | (run time too short) |
 | 6f      ||   479.70 |   488.38 |   +2%˄ ||     2.08 |     2.05 |   -2%˄ | (run time too short) |
 | 7a      ||    27.26 |    27.88 |   +2%˄ ||    36.63 |    35.82 |   -2%˄ | (run time too short) |
 | 7b      ||    25.77 |    26.55 |   +3%˄ ||    38.76 |    37.60 |   -3%˄ | (run time too short) |
 | 7c      ||   257.05 |   263.28 |   +2%˄ ||     3.89 |     3.80 |   -2%˄ | (run time too short) |
-| 8a      ||    41.73 |    46.67 |  +12%˄ ||    23.94 |    21.41 |  -11%˄ | (run time too short) |
-| 8b      ||    40.17 |    45.63 |  +14%˄ ||    24.87 |    21.90 |  -12%˄ | (run time too short) |
 | 8c      ||  1133.53 |  1133.94 |   +0%˄ ||     0.88 |     0.88 |   -0%˄ | (run time too short) |
 | 8d      ||   278.75 |   278.97 |   +0%˄ ||     3.59 |     3.58 |   -0%˄ | (run time too short) |
+| 9a      ||   132.07 |   126.28 |   -4%˄ ||     7.57 |     7.92 |   +5%˄ | (run time too short) |
+| 9b      ||    74.63 |    71.34 |   -4%˄ ||    13.39 |    14.01 |   +5%˄ | (run time too short) |
+| 9c      ||   149.21 |   140.80 |   -6%˄ ||     6.70 |     7.10 |   +6%˄ | (run time too short) |
 | 9d      ||   353.48 |   366.73 |   +4%˄ ||     2.83 |     2.73 |   -4%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 15138.04 | 14878.87 |   -2%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   -1%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -4% || Geometric mean of throughput changes: +4%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_mt.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                    | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                                    |
 |  benchmark_mode               | Shuffled                                                                                                          | Shuffled                                                                                                          |
 |  build_type                   | release                                                                                                           | release                                                                                                           |
 |  chunk_indexes                | False                                                                                                             | False                                                                                                             |
 |  chunk_size                   | 65535                                                                                                             | 65535                                                                                                             |
 |  clients                      | 64                                                                                                                | 64                                                                                                                |
 |  compiler                     | clang 18.1.3                                                                                                      | clang 18.1.3                                                                                                      |
 |  cores                        | 64                                                                                                                | 64                                                                                                                |
 |  data_preparation_cores       | 0                                                                                                                 | 0                                                                                                                 |
 |  date                         | 2025-06-06 14:56:30                                                                                               | 2025-06-06 10:07:07                                                                                               |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                           | None                                                                                                              |
 |  max_duration                 | 1200000000000                                                                                                     | 1200000000000                                                                                                     |
 |  max_runs                     | -1                                                                                                                | -1                                                                                                                |
 |  time_unit                    | ns                                                                                                                | ns                                                                                                                |
 |  using_scheduler              | True                                                                                                              | True                                                                                                              |
 |  utilized_cores_per_numa_node | [64]                                                                                                              | [64]                                                                                                              |
 |  verify                       | False                                                                                                             | False                                                                                                             |
 |  warmup_duration              | 0                                                                                                                 | 0                                                                                                                 |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
-| 10a     ||   207.30 |   217.48 |   +5%  ||     1.18 |     1.22 |   +4%  |  0.5901 |
 | 10b     ||   146.27 |   145.95 |   -0%  ||     1.18 |     1.22 |   +4%  |  0.9841 |
+| 10c     ||   709.92 |   585.66 |  -18%  ||     1.18 |     1.22 |   +4%  |  0.0001 |
+| 11a     ||    90.30 |    84.24 |   -7%  ||     1.18 |     1.22 |   +4%  |  0.6080 |
-| 11b     ||    77.36 |    93.45 |  +21%  ||     1.18 |     1.22 |   +4%  |  0.1615 |
 | 11c     ||   125.80 |   127.17 |   +1%  ||     1.18 |     1.22 |   +4%  |  0.9157 |
-| 11d     ||    95.39 |   113.79 |  +19%  ||     1.18 |     1.22 |   +3%  |  0.1232 |
-| 12a     ||   161.32 |   171.52 |   +6%  ||     1.18 |     1.22 |   +4%  |  0.5031 |
+| 12b     ||    86.09 |    78.99 |   -8%  ||     1.18 |     1.22 |   +4%  |  0.5471 |
+| 12c     ||   396.66 |   373.33 |   -6%  ||     1.18 |     1.22 |   +4%  |  0.3865 |
+| 13a     ||   541.77 |   475.76 |  -12%  ||     1.18 |     1.22 |   +3%  |  0.0121 |
 | 13b     ||   366.20 |   375.87 |   +3%  ||     1.18 |     1.22 |   +3%  |  0.7078 |
 | 13c     ||    90.68 |    88.10 |   -3%  ||     1.18 |     1.22 |   +4%  |  0.8054 |
 | 13d     ||   941.54 |   950.40 |   +1%  ||     1.18 |     1.22 |   +3%  |  0.7622 |
-| 14a     ||   441.14 |   468.12 |   +6%  ||     1.18 |     1.22 |   +4%  |  0.3354 |
+| 14b     ||   486.85 |   436.89 |  -10%  ||     1.18 |     1.22 |   +4%  |  0.0737 |
+| 14c     ||   656.58 |   621.40 |   -5%  ||     1.18 |     1.22 |   +4%  |  0.2747 |
+| 15a     ||   129.97 |   115.08 |  -11%  ||     1.18 |     1.22 |   +4%  |  0.2028 |
 | 15b     ||   119.85 |   121.92 |   +2%  ||     1.18 |     1.22 |   +4%  |  0.8583 |
 | 15c     ||   139.26 |   133.09 |   -4%  ||     1.18 |     1.22 |   +4%  |  0.6228 |
+| 15d     ||   159.80 |   150.87 |   -6%  ||     1.18 |     1.22 |   +4%  |  0.5094 |
+| 16a     ||  1796.01 |  1597.21 |  -11%  ||     1.18 |     1.22 |   +4%  |  0.0000 |
 | 16b     ||  3316.65 |  3255.33 |   -2%  ||     1.17 |     1.22 |   +4%  |  0.1579 |
 | 16c     ||  1990.67 |  1911.89 |   -4%  ||     1.18 |     1.22 |   +3%  |  0.0529 |
+| 16d     ||  1981.54 |  1779.82 |  -10%  ||     1.18 |     1.22 |   +3%  |  0.0000 |
+| 17a     ||   925.80 |   846.54 |   -9%  ||     1.18 |     1.22 |   +4%  |  0.0249 |
+| 17b     ||   711.79 |   621.37 |  -13%  ||     1.18 |     1.22 |   +4%  |  0.0037 |
+| 17c     ||   640.32 |   589.59 |   -8%  ||     1.18 |     1.22 |   +3%  |  0.0948 |
 | 17d     ||   607.26 |   594.83 |   -2%  ||     1.18 |     1.22 |   +4%  |  0.6657 |
 | 17e     ||  1770.67 |  1707.27 |   -4%  ||     1.18 |     1.22 |   +4%  |  0.1037 |
 | 17f     ||  1228.37 |  1177.36 |   -4%  ||     1.18 |     1.22 |   +4%  |  0.1992 |
-| 18a     ||   274.17 |   294.87 |   +8%  ||     1.18 |     1.22 |   +4%  |  0.3605 |
+| 18b     ||   433.79 |   397.82 |   -8%  ||     1.18 |     1.22 |   +4%  |  0.1998 |
+| 18c     ||   679.02 |   646.87 |   -5%  ||     1.18 |     1.22 |   +4%  |  0.3690 |
-| 19a     ||   569.58 |   604.23 |   +6%  ||     1.18 |     1.22 |   +3%  |  0.2609 |
 | 19b     ||   434.99 |   433.46 |   -0%  ||     1.18 |     1.22 |   +4%  |  0.9585 |
+| 19c     ||   676.73 |   636.47 |   -6%  ||     1.18 |     1.22 |   +4%  |  0.2459 |
 | 19d     ||  1445.51 |  1504.06 |   +4%  ||     1.18 |     1.22 |   +4%  |  0.1348 |
+| 1a      ||    38.64 |    36.46 |   -6%  ||     1.18 |     1.22 |   +4%  |  0.6638 |
 | 1b      ||    48.16 |    46.62 |   -3%  ||     1.18 |     1.22 |   +4%  |  0.8295 |
 | 1c      ||    68.71 |    68.34 |   -1%  ||     1.18 |     1.22 |   +4%  |  0.9730 |
+| 1d      ||    40.25 |    36.56 |   -9%  ||     1.18 |     1.22 |   +4%  |  0.6869 |
-| 20a     ||   488.60 |   524.92 |   +7%  ||     1.18 |     1.22 |   +3%  |  0.2271 |
+| 20b     ||   427.24 |   396.96 |   -7%  ||     1.18 |     1.22 |   +4%  |  0.2373 |
 | 20c     ||   423.66 |   405.36 |   -4%  ||     1.18 |     1.22 |   +4%  |  0.4889 |
 | 21a     ||   187.68 |   183.74 |   -2%  ||     1.18 |     1.22 |   +4%  |  0.8366 |
 | 21b     ||   133.19 |   134.20 |   +1%  ||     1.18 |     1.22 |   +3%  |  0.9527 |
+| 21c     ||   228.41 |   192.05 |  -16%  ||     1.18 |     1.22 |   +4%  |  0.1029 |
-| 22a     ||   489.12 |   556.67 |  +14%  ||     1.18 |     1.22 |   +4%  |  0.0391 |
+| 22b     ||   448.85 |   387.66 |  -14%  ||     1.18 |     1.22 |   +3%  |  0.0162 |
 | 22c     ||   715.90 |   689.68 |   -4%  ||     1.18 |     1.22 |   +3%  |  0.4409 |
 | 22d     ||   967.71 |   958.68 |   -1%  ||     1.18 |     1.22 |   +4%  |  0.8193 |
-| 23a     ||   156.52 |   176.92 |  +13%  ||     1.18 |     1.22 |   +4%  |  0.2546 |
 | 23b     ||   135.68 |   133.56 |   -2%  ||     1.18 |     1.22 |   +4%  |  0.8788 |
 | 23c     ||   174.25 |   176.67 |   +1%  ||     1.18 |     1.22 |   +4%  |  0.8983 |
+| 24a     ||   437.08 |   412.97 |   -6%  ||     1.18 |     1.22 |   +3%  |  0.4128 |
-| 24b     ||   315.19 |   340.15 |   +8%  ||     1.18 |     1.22 |   +4%  |  0.3052 |
+| 25a     ||   474.67 |   418.79 |  -12%  ||     1.18 |     1.22 |   +4%  |  0.0767 |
 | 25b     ||   248.57 |   251.80 |   +1%  ||     1.18 |     1.22 |   +3%  |  0.8893 |
+| 25c     ||   966.56 |   893.02 |   -8%  ||     1.18 |     1.22 |   +4%  |  0.0455 |
+| 26a     ||   425.47 |   375.20 |  -12%  ||     1.18 |     1.22 |   +4%  |  0.0186 |
+| 26b     ||   279.03 |   219.77 |  -21%  ||     1.18 |     1.22 |   +3%  |  0.0010 |
+| 26c     ||   655.79 |   581.56 |  -11%  ||     1.18 |     1.22 |   +4%  |  0.0051 |
 | 27a     ||   171.75 |   172.80 |   +1%  ||     1.18 |     1.22 |   +4%  |  0.9463 |
+| 27b     ||   174.04 |   158.27 |   -9%  ||     1.18 |     1.22 |   +4%  |  0.3525 |
+| 27c     ||   200.48 |   190.24 |   -5%  ||     1.18 |     1.22 |   +3%  |  0.6416 |
 | 28a     ||   672.36 |   693.08 |   +3%  ||     1.18 |     1.22 |   +3%  |  0.4952 |
 | 28b     ||   252.00 |   250.80 |   -0%  ||     1.18 |     1.22 |   +4%  |  0.9516 |
+| 28c     ||   696.21 |   659.05 |   -5%  ||     1.18 |     1.22 |   +4%  |  0.2813 |
+| 29a     ||   307.12 |   289.14 |   -6%  ||     1.18 |     1.22 |   +4%  |  0.4724 |
-| 29b     ||   369.39 |   460.36 |  +25%  ||     1.18 |     1.22 |   +4%  |  0.0018 |
+| 29c     ||   401.55 |   382.08 |   -5%  ||     1.18 |     1.22 |   +4%  |  0.4706 |
+| 2a      ||   147.76 |   137.13 |   -7%  ||     1.18 |     1.22 |   +4%  |  0.4693 |
+| 2b      ||   138.11 |   122.29 |  -11%  ||     1.18 |     1.22 |   +4%  |  0.1967 |
-| 2c      ||    90.14 |    98.87 |  +10%  ||     1.18 |     1.22 |   +4%  |  0.3703 |
 | 2d      ||   210.40 |   209.31 |   -1%  ||     1.18 |     1.22 |   +4%  |  0.9407 |
+| 30a     ||   374.76 |   349.41 |   -7%  ||     1.18 |     1.22 |   +4%  |  0.3021 |
 | 30b     ||   316.48 |   313.97 |   -1%  ||     1.18 |     1.22 |   +4%  |  0.9114 |
+| 30c     ||   720.14 |   683.84 |   -5%  ||     1.18 |     1.22 |   +3%  |  0.3018 |
-| 31a     ||   296.20 |   309.55 |   +5%  ||     1.18 |     1.22 |   +4%  |  0.5987 |
 | 31b     ||   261.70 |   260.50 |   -0%  ||     1.18 |     1.22 |   +4%  |  0.9611 |
-| 31c     ||   325.66 |   349.38 |   +7%  ||     1.18 |     1.22 |   +4%  |  0.3950 |
+| 32a     ||    52.34 |    41.44 |  -21%  ||     1.18 |     1.22 |   +4%  |  0.0502 |
+| 32b     ||   161.95 |   143.58 |  -11%  ||     1.18 |     1.22 |   +4%  |  0.1319 |
+| 33a     ||   138.99 |   128.86 |   -7%  ||     1.18 |     1.22 |   +4%  |  0.5641 |
-| 33b     ||    75.18 |    80.85 |   +8%  ||     1.18 |     1.22 |   +4%  |  0.4875 |
 | 33c     ||   153.11 |   150.21 |   -2%  ||     1.18 |     1.22 |   +4%  |  0.8589 |
+| 3a      ||   321.56 |   270.82 |  -16%  ||     1.18 |     1.22 |   +4%  |  0.0539 |
+| 3b      ||    75.63 |    70.37 |   -7%  ||     1.18 |     1.22 |   +4%  |  0.6107 |
+| 3c      ||   487.07 |   400.85 |  -18%  ||     1.18 |     1.22 |   +3%  |  0.0009 |
+| 4a      ||   297.69 |   282.30 |   -5%  ||     1.18 |     1.22 |   +4%  |  0.4412 |
 | 4b      ||    57.29 |    54.79 |   -4%  ||     1.18 |     1.22 |   +4%  |  0.7570 |
-| 4c      ||   298.11 |   319.02 |   +7%  ||     1.18 |     1.22 |   +3%  |  0.2455 |
 | 5a      ||   249.90 |   260.79 |   +4%  ||     1.18 |     1.22 |   +4%  |  0.6134 |
 | 5b      ||   159.53 |   154.61 |   -3%  ||     1.18 |     1.22 |   +4%  |  0.7619 |
+| 5c      ||   351.50 |   325.21 |   -7%  ||     1.18 |     1.22 |   +3%  |  0.3353 |
+| 6a      ||   161.91 |   133.10 |  -18%  ||     1.18 |     1.22 |   +4%  |  0.0662 |
+| 6b      ||   229.00 |   190.29 |  -17%  ||     1.18 |     1.22 |   +4%  |  0.0331 |
+| 6c      ||   120.14 |   107.76 |  -10%  ||     1.18 |     1.22 |   +4%  |  0.2442 |
 | 6d      ||   573.43 |   576.37 |   +1%  ||     1.18 |     1.22 |   +4%  |  0.9224 |
+| 6e      ||   154.70 |   114.54 |  -26%  ||     1.18 |     1.22 |   +4%  |  0.0008 |
 | 6f      ||  1253.69 |  1244.20 |   -1%  ||     1.18 |     1.22 |   +4%  |  0.7666 |
-| 7a      ||   165.54 |   183.17 |  +11%  ||     1.18 |     1.22 |   +4%  |  0.3430 |
-| 7b      ||   167.67 |   193.02 |  +15%  ||     1.18 |     1.22 |   +3%  |  0.1795 |
 | 7c      ||  1073.04 |  1100.90 |   +3%  ||     1.18 |     1.22 |   +4%  |  0.4503 |
+| 8a      ||   218.28 |   206.93 |   -5%  ||     1.18 |     1.22 |   +4%  |  0.6005 |
+| 8b      ||   160.39 |   150.47 |   -6%  ||     1.18 |     1.22 |   +4%  |  0.6106 |
 | 8c      ||  2396.25 |  2357.72 |   -2%  ||     1.18 |     1.22 |   +4%  |  0.3613 |
 | 8d      ||   891.97 |   869.90 |   -2%  ||     1.18 |     1.22 |   +3%  |  0.4233 |
+| 9a      ||   709.94 |   659.94 |   -7%  ||     1.18 |     1.22 |   +4%  |  0.1218 |
 | 9b      ||   379.06 |   380.35 |   +0%  ||     1.18 |     1.22 |   +4%  |  0.9555 |
 | 9c      ||   810.26 |   797.51 |   -2%  ||     1.18 |     1.22 |   +3%  |  0.7326 |
 | 9d      ||  1152.33 |  1174.02 |   +2%  ||     1.18 |     1.22 |   +4%  |  0.5557 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 54251.56 | 52340.34 |   -4%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   +4%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkStarSchema - single-threaded

Sum of avg. item runtimes: +9% || Geometric mean of throughput changes: -12%
Configuration Overview - click to expand
 +Configuration Overview---+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_st.json |
 +-------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                     | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                                     |
 |  benchmark_mode         | Ordered                                                                                                            | Ordered                                                                                                            |
 |  build_type             | release                                                                                                            | release                                                                                                            |
 |  chunk_indexes          | False                                                                                                              | False                                                                                                              |
 |  chunk_size             | 65535                                                                                                              | 65535                                                                                                              |
 |  clients                | 1                                                                                                                  | 1                                                                                                                  |
 |  compiler               | clang 18.1.3                                                                                                       | clang 18.1.3                                                                                                       |
 |  cores                  | 0                                                                                                                  | 0                                                                                                                  |
 |  data_preparation_cores | 0                                                                                                                  | 0                                                                                                                  |
 |  date                   | 2025-06-06 15:16:50                                                                                                | 2025-06-06 10:27:51                                                                                                |
-| ≠encoding               | {'default': {'encoding': 'Dictionary'}}                                                                            | None                                                                                                               |
 |  max_duration           | 60000000000                                                                                                        | 60000000000                                                                                                        |
 |  max_runs               | 50                                                                                                                 | 50                                                                                                                 |
 |  scale_factor           | 10.0                                                                                                               | 10.0                                                                                                               |
 |  time_unit              | ns                                                                                                                 | ns                                                                                                                 |
 |  using_scheduler        | False                                                                                                              | False                                                                                                              |
 |  verify                 | False                                                                                                              | False                                                                                                              |
 |  warmup_duration        | 1000000000                                                                                                         | 1000000000                                                                                                         |
 +-------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |     new |        ||      old |      new |        |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
-| 1.1     ||   418.70 |  606.29 |  +45%˄ ||     2.39 |     1.65 |  -31%˄ | (run time too short) |
-| 1.2     ||   231.42 |  653.26 | +182%˄ ||     4.32 |     1.53 |  -65%˄ | (run time too short) |
-| 1.3     ||   226.28 |  657.21 | +190%˄ ||     4.42 |     1.52 |  -66%˄ | (run time too short) |
+| 2.1     ||   512.39 |  415.39 |  -19%˄ ||     1.95 |     2.41 |  +23%˄ | (run time too short) |
+| 2.2     ||   279.38 |  208.26 |  -25%˄ ||     3.58 |     4.80 |  +34%˄ | (run time too short) |
+| 2.3     ||   175.89 |  122.98 |  -30%˄ ||     5.69 |     8.13 |  +43%˄ | (run time too short) |
 | 3.1     ||  2621.47 | 2681.70 |   +2%  ||     0.37 |     0.37 |   +0%  | (run time too short) |
+| 3.2     ||   286.32 |  268.82 |   -6%˄ ||     3.49 |     3.72 |   +7%˄ | (run time too short) |
-| 3.3     ||   117.36 |  128.59 |  +10%˄ ||     8.52 |     7.78 |   -9%˄ | (run time too short) |
-| 3.4     ||   110.91 |  126.14 |  +14%˄ ||     9.02 |     7.93 |  -12%˄ | (run time too short) |
+| 4.1     ||  2454.42 | 2330.92 |   -5%  ||     0.40 |     0.42 |   +4%  | (run time too short) |
+| 4.2     ||   778.59 |  741.64 |   -5%˄ ||     1.28 |     1.35 |   +5%˄ | (run time too short) |
 | 4.3     ||   214.97 |  212.79 |   -1%˄ ||     4.65 |     4.70 |   +1%˄ | (run time too short) |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
-| Sum     ||  8428.10 | 9153.98 |   +9%  ||          |          |        |                      |
-| Geomean ||          |         |        ||          |          |  -12%  |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                        |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: +3% || Geometric mean of throughput changes: -9%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_ordered.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_mt_ordered.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                             | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                                             |
 |  benchmark_mode               | Ordered                                                                                                                    | Ordered                                                                                                                    |
 |  build_type                   | release                                                                                                                    | release                                                                                                                    |
 |  chunk_indexes                | False                                                                                                                      | False                                                                                                                      |
 |  chunk_size                   | 65535                                                                                                                      | 65535                                                                                                                      |
 |  clients                      | 1                                                                                                                          | 1                                                                                                                          |
 |  compiler                     | clang 18.1.3                                                                                                               | clang 18.1.3                                                                                                               |
 |  cores                        | 64                                                                                                                         | 64                                                                                                                         |
 |  data_preparation_cores       | 0                                                                                                                          | 0                                                                                                                          |
 |  date                         | 2025-06-06 15:25:47                                                                                                        | 2025-06-06 10:37:25                                                                                                        |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                    | None                                                                                                                       |
 |  max_duration                 | 60000000000                                                                                                                | 60000000000                                                                                                                |
 |  max_runs                     | 50                                                                                                                         | 50                                                                                                                         |
 |  scale_factor                 | 10.0                                                                                                                       | 10.0                                                                                                                       |
 |  time_unit                    | ns                                                                                                                         | ns                                                                                                                         |
 |  using_scheduler              | True                                                                                                                       | True                                                                                                                       |
 |  utilized_cores_per_numa_node | [64]                                                                                                                       | [64]                                                                                                                       |
 |  verify                       | False                                                                                                                      | False                                                                                                                      |
 |  warmup_duration              | 1000000000                                                                                                                 | 1000000000                                                                                                                 |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |     new |        ||      old |      new |        |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
-| 1.1     ||   127.14 |  164.70 |  +30%˄ ||     7.86 |     6.07 |  -23%˄ | (run time too short) |
-| 1.2     ||    83.90 |  163.15 |  +94%˄ ||    11.91 |     6.13 |  -49%˄ | (run time too short) |
-| 1.3     ||    80.81 |  160.96 |  +99%˄ ||    12.37 |     6.21 |  -50%˄ | (run time too short) |
 | 2.1     ||   329.47 |  317.19 |   -4%˄ ||     3.03 |     3.15 |   +4%˄ | (run time too short) |
+| 2.2     ||   156.14 |  147.05 |   -6%˄ ||     6.40 |     6.80 |   +6%˄ | (run time too short) |
+| 2.3     ||    63.94 |   52.92 |  -17%˄ ||    15.63 |    18.88 |  +21%˄ | (run time too short) |
+| 3.1     ||   805.70 |  759.63 |   -6%˄ ||     1.24 |     1.32 |   +6%˄ | (run time too short) |
+| 3.2     ||   150.06 |  142.25 |   -5%˄ ||     6.66 |     7.03 |   +5%˄ | (run time too short) |
 | 3.3     ||    77.71 |   76.58 |   -1%˄ ||    12.86 |    13.05 |   +1%˄ | (run time too short) |
 | 3.4     ||    69.96 |   71.54 |   +2%˄ ||    14.29 |    13.97 |   -2%˄ | (run time too short) |
 | 4.1     ||   867.68 |  836.57 |   -4%˄ ||     1.15 |     1.20 |   +4%˄ | (run time too short) |
 | 4.2     ||   348.80 |  352.07 |   +1%˄ ||     2.87 |     2.84 |   -1%˄ | (run time too short) |
 | 4.3     ||   111.56 |  113.69 |   +2%˄ ||     8.96 |     8.79 |   -2%˄ | (run time too short) |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum     ||  3272.85 | 3358.29 |   +3%  ||          |          |        |                      |
-| Geomean ||          |         |        ||          |          |   -9%  |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                        |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -5% || Geometric mean of throughput changes: +5%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_mt.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                     | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                                     |
 |  benchmark_mode               | Shuffled                                                                                                           | Shuffled                                                                                                           |
 |  build_type                   | release                                                                                                            | release                                                                                                            |
 |  chunk_indexes                | False                                                                                                              | False                                                                                                              |
 |  chunk_size                   | 65535                                                                                                              | 65535                                                                                                              |
 |  clients                      | 64                                                                                                                 | 64                                                                                                                 |
 |  compiler                     | clang 18.1.3                                                                                                       | clang 18.1.3                                                                                                       |
 |  cores                        | 64                                                                                                                 | 64                                                                                                                 |
 |  data_preparation_cores       | 0                                                                                                                  | 0                                                                                                                  |
 |  date                         | 2025-06-06 15:29:06                                                                                                | 2025-06-06 10:40:51                                                                                                |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                            | None                                                                                                               |
 |  max_duration                 | 1200000000000                                                                                                      | 1200000000000                                                                                                      |
 |  max_runs                     | -1                                                                                                                 | -1                                                                                                                 |
 |  scale_factor                 | 10.0                                                                                                               | 10.0                                                                                                               |
 |  time_unit                    | ns                                                                                                                 | ns                                                                                                                 |
 |  using_scheduler              | True                                                                                                               | True                                                                                                               |
 |  utilized_cores_per_numa_node | [64]                                                                                                               | [64]                                                                                                               |
 |  verify                       | False                                                                                                              | False                                                                                                              |
 |  warmup_duration              | 0                                                                                                                  | 0                                                                                                                  |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| 1.1     ||   844.00 |   836.31 |   -1%  ||     3.74 |     3.94 |   +5%  |  0.6722 |
+| 1.2     ||   463.76 |   550.56 |  +19%  ||     3.74 |     3.94 |   +5%  |  0.0000 |
+| 1.3     ||   421.70 |   516.46 |  +22%  ||     3.74 |     3.94 |   +5%  |  0.0000 |
+| 2.1     ||  2110.74 |  1909.75 |  -10%  ||     3.74 |     3.94 |   +5%  |  0.0000 |
+| 2.2     ||  1110.95 |   941.54 |  -15%  ||     3.74 |     3.94 |   +5%  |  0.0000 |
+| 2.3     ||   382.51 |   287.25 |  -25%  ||     3.74 |     3.94 |   +5%  |  0.0000 |
+| 3.1     ||  3280.39 |  3202.43 |   -2%  ||     3.73 |     3.93 |   +5%  |  0.0179 |
+| 3.2     ||   978.05 |   879.99 |  -10%  ||     3.74 |     3.94 |   +5%  |  0.0000 |
+| 3.3     ||   474.81 |   426.17 |  -10%  ||     3.74 |     3.94 |   +5%  |  0.0011 |
+| 3.4     ||   466.32 |   442.71 |   -5%  ||     3.74 |     3.94 |   +5%  |  0.1336 |
+| 4.1     ||  3310.98 |  3105.99 |   -6%  ||     3.73 |     3.93 |   +5%  |  0.0000 |
+| 4.2     ||  2493.69 |  2394.84 |   -4%  ||     3.73 |     3.94 |   +5%  |  0.0036 |
+| 4.3     ||   752.92 |   711.98 |   -5%  ||     3.74 |     3.94 |   +5%  |  0.0412 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 17090.81 | 16205.99 |   -5%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   +5%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

@Bouncner
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Collaborator
Bouncner commented Jun 6, 2025
root@cx17:/hyrise/rel_clang/benchmark_all_results# grep 'table_size_in_bytes' *_st.json
hyriseBenchmarkJoinOrder_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json:    "table_size_in_bytes": 4928613816,
hyriseBenchmarkJoinOrder_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_st.json:    "table_size_in_bytes": 69179555008,
hyriseBenchmarkStarSchema_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json:    "table_size_in_bytes": 3437878653,
hyriseBenchmarkStarSchema_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_st.json:    "table_size_in_bytes": 3112198194,
hyriseBenchmarkTPCC_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json:    "table_size_in_bytes": 1461877466,
hyriseBenchmarkTPCC_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_st.json:    "table_size_in_bytes": 845910043,
hyriseBenchmarkTPCDS_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json:    "table_size_in_bytes": 8557077189,
hyriseBenchmarkTPCDS_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_st.json:    "table_size_in_bytes": 8633531663,
hyriseBenchmarkTPCH_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json:    "table_size_in_bytes": 11358572777,
hyriseBenchmarkTPCH_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_st.json:    "table_size_in_bytes": 9249600974,

Nicer:

JoinOrder  - Master:    4928 MB
JoinOrder  - PR:       69179 MB
StarSchema - Master:    3437 MB
StarSchema - PR:        3112 MB
TPCC       - Master:    1461 MB
TPCC       - PR:         845 MB
TPCDS      - Master:    8557 MB
TPCDS      - PR:        8633 MB
TPCH       - Master:   11358 MB
TPCH       - PR:        9249 MB

So it's nice for almost all benchmarks, apart from JOB, where things just blow up.

@Greenscreen23
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I'm assuming JOB means Join Order Benchmark.

I think that your results may not be useful, because you tested against a commit with FixedStringDictionary. I did run a benchmark with the latest commit (everything dictionary) and will do another run today with the second latest commit (int as FOR).

I kept FSD and FOR in, so the CI would run all tests and check whether there is still a place where we implicitly assume dictionary encoding.

@Greenscreen23
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This is the benchmark comparing all dictionary auto to master.

System

cx28 - click to expand
property value
Hostname cx28
CPU AMD EPYC 7742 64-Core Processor
Memory 498GB
numactl nodebind: 0
numactl membind: 0

Commit Info and Build Time

commit date message build time
0bcfa02 04.06.2025 17:08 Concurrency control and utilities for (key) constraints of a table (#2699) real 767.67 user 2636.97 sys 66.95
036d2ca 06.06.2025 14:59 Remove frame of reference real 760.62 user 2626.83 sys 58.30

hyriseBenchmarkTPCH - single-threaded, SF 10.0

Sum of avg. item runtimes: -8% || Geometric mean of throughput changes: +3%
Configuration Overview - click to expand
 +Configuration Overview----+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_036d2ca7327d9f76b74cac0f821834d9638f9d3d_st.json |
 +--------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 0bcfa0250faed47181d2591d19daefc98bfcd5a4                                                                                                          | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                          |
 |  benchmark_mode          | Ordered                                                                                                                                           | Ordered                                                                                                                                           |
 |  build_type              | release                                                                                                                                           | release                                                                                                                                           |
 |  chunk_indexes           | False                                                                                                                                             | False                                                                                                                                             |
 |  chunk_size              | 65535                                                                                                                                             | 65535                                                                                                                                             |
 |  clients                 | 1                                                                                                                                                 | 1                                                                                                                                                 |
 |  clustering              | None                                                                                                                                              | None                                                                                                                                              |
 |  compiler                | clang 17.0.6                                                                                                                                      | clang 17.0.6                                                                                                                                      |
 |  cores                   | 0                                                                                                                                                 | 0                                                                                                                                                 |
 |  data_preparation_cores  | 0                                                                                                                                                 | 0                                                                                                                                                 |
 |  date                    | 2025-06-06 14:02:10                                                                                                                               | 2025-06-06 17:59:26                                                                                                                               |
-| ≠encoding                | {'default': {'encoding': 'Dictionary'}}                                                                                                           | None                                                                                                                                              |
 |  max_duration            | 60000000000                                                                                                                                       | 60000000000                                                                                                                                       |
 |  max_runs                | 50                                                                                                                                                | 50                                                                                                                                                |
 |  scale_factor            | 10.0                                                                                                                                              | 10.0                                                                                                                                              |
 |  time_unit               | ns                                                                                                                                                | ns                                                                                                                                                |
 |  use_prepared_statements | False                                                                                                                                             | False                                                                                                                                             |
 |  using_scheduler         | False                                                                                                                                             | False                                                                                                                                             |
 |  verify                  | False                                                                                                                                             | False                                                                                                                                             |
 |  warmup_duration         | 1000000000                                                                                                                                        | 1000000000                                                                                                                                        |
 +--------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |      new |        ||      old |      new |        |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
-| TPC-H 01 ||  5422.89 |  5905.77 |   +9%  ||     0.18 |     0.17 |   -9%  |               0.0000 |
+| TPC-H 02 ||    39.36 |    33.80 |  -14%˄ ||    25.40 |    29.58 |  +16%˄ | (run time too short) |
 | TPC-H 03 ||  1294.83 |  1294.58 |   -0%  ||     0.77 |     0.77 |   +0%  |               0.9805 |
-| TPC-H 04 ||  1356.89 |  1432.31 |   +6%  ||     0.73 |     0.68 |   -7%  | (run time too short) |
 | TPC-H 05 ||  2236.68 |  2197.09 |   -2%  ||     0.43 |     0.45 |   +4%  | (run time too short) |
-| TPC-H 06 ||   181.11 |   190.06 |   +5%˄ ||     5.52 |     5.26 |   -5%˄ | (run time too short) |
 | TPC-H 07 ||   707.54 |   718.18 |   +2%˄ ||     1.41 |     1.39 |   -1%˄ | (run time too short) |
 | TPC-H 08 ||   532.68 |   524.82 |   -1%˄ ||     1.88 |     1.91 |   +1%˄ | (run time too short) |
+| TPC-H 09 ||  6299.40 |  5874.61 |   -7%  ||     0.15 |     0.17 |  +11%  | (run time too short) |
 | TPC-H 10 ||  1347.49 |  1304.81 |   -3%  ||     0.73 |     0.75 |   +2%  | (run time too short) |
 | TPC-H 11 ||    48.29 |    49.80 |   +3%˄ ||    20.71 |    20.08 |   -3%˄ | (run time too short) |
+| TPC-H 12 ||   939.77 |   887.34 |   -6%˄ ||     1.06 |     1.13 |   +6%˄ | (run time too short) |
+| TPC-H 13 ||  6853.85 |  4132.06 |  -40%  ||     0.13 |     0.23 |  +75%  | (run time too short) |
 | TPC-H 14 ||   495.60 |   500.36 |   +1%˄ ||     2.02 |     2.00 |   -1%˄ | (run time too short) |
-| TPC-H 15 ||   179.73 |   190.85 |   +6%˄ ||     5.56 |     5.24 |   -6%˄ | (run time too short) |
 | TPC-H 16 ||   515.76 |   502.19 |   -3%˄ ||     1.94 |     1.99 |   +3%˄ | (run time too short) |
 | TPC-H 17 ||   218.98 |   213.55 |   -2%˄ ||     4.57 |     4.68 |   +3%˄ | (run time too short) |
-| TPC-H 18 ||  1462.69 |  1534.47 |   +5%  ||     0.68 |     0.65 |   -5%  |               0.0003 |
-| TPC-H 19 ||   215.89 |   230.49 |   +7%˄ ||     4.63 |     4.34 |   -6%˄ | (run time too short) |
 | TPC-H 20 ||   398.49 |   381.59 |   -4%˄ ||     2.51 |     2.62 |   +4%˄ | (run time too short) |
+| TPC-H 21 ||  4234.50 |  3898.31 |   -8%  ||     0.23 |     0.25 |   +7%  | (run time too short) |
 | TPC-H 22 ||   497.87 |   495.91 |   -0%˄ ||     2.01 |     2.02 |   +0%˄ | (run time too short) |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum      || 35480.29 | 32492.93 |   -8%  ||          |          |        |                      |
 | Geomean  ||          |          |        ||          |          |   +3%  |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                         |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - single-threaded, SF 0.01

Sum of avg. item runtimes: -3% || Geometric mean of throughput changes: +2%
Configuration Overview - click to expand
 +Configuration Overview----+-------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st_s01.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_036d2ca7327d9f76b74cac0f821834d9638f9d3d_st_s01.json |
 +--------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 0bcfa0250faed47181d2591d19daefc98bfcd5a4                                                                                                              | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                              |
 |  benchmark_mode          | Ordered                                                                                                                                               | Ordered                                                                                                                                               |
 |  build_type              | release                                                                                                                                               | release                                                                                                                                               |
 |  chunk_indexes           | False                                                                                                                                                 | False                                                                                                                                                 |
 |  chunk_size              | 65535                                                                                                                                                 | 65535                                                                                                                                                 |
 |  clients                 | 1                                                                                                                                                     | 1                                                                                                                                                     |
 |  clustering              | None                                                                                                                                                  | None                                                                                                                                                  |
 |  compiler                | clang 17.0.6                                                                                                                                          | clang 17.0.6                                                                                                                                          |
 |  cores                   | 0                                                                                                                                                     | 0                                                                                                                                                     |
 |  data_preparation_cores  | 0                                                                                                                                                     | 0                                                                                                                                                     |
 |  date                    | 2025-06-06 14:18:56                                                                                                                                   | 2025-06-06 18:14:57                                                                                                                                   |
-| ≠encoding                | {'default': {'encoding': 'Dictionary'}}                                                                                                               | None                                                                                                                                                  |
 |  max_duration            | 60000000000                                                                                                                                           | 60000000000                                                                                                                                           |
 |  max_runs                | 50                                                                                                                                                    | 50                                                                                                                                                    |
 |  scale_factor            | 0.009999999776482582                                                                                                                                  | 0.009999999776482582                                                                                                                                  |
 |  time_unit               | ns                                                                                                                                                    | ns                                                                                                                                                    |
 |  use_prepared_statements | False                                                                                                                                                 | False                                                                                                                                                 |
 |  using_scheduler         | False                                                                                                                                                 | False                                                                                                                                                 |
 |  verify                  | False                                                                                                                                                 | False                                                                                                                                                 |
 |  warmup_duration         | 1000000000                                                                                                                                            | 1000000000                                                                                                                                            |
 +--------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |     new |        ||      old |      new |        |                      |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | TPC-H 01 ||     5.25 |    5.29 |   +1%˄ ||   190.35 |   188.95 |   -1%˄ | (run time too short) |
 | TPC-H 02 ||     3.32 |    3.30 |   -1%˄ ||   301.07 |   302.68 |   +1%˄ | (run time too short) |
+| TPC-H 03 ||     0.57 |    0.54 |   -5%˄ ||  1750.61 |  1842.29 |   +5%˄ | (run time too short) |
+| TPC-H 04 ||     0.37 |    0.35 |   -5%˄ ||  2709.52 |  2864.87 |   +6%˄ | (run time too short) |
 | TPC-H 05 ||     0.92 |    0.91 |   -1%˄ ||  1082.59 |  1096.10 |   +1%˄ | (run time too short) |
+| TPC-H 06 ||     0.21 |    0.20 |   -6%˄ ||  4811.19 |  5101.86 |   +6%˄ | (run time too short) |
+| TPC-H 07 ||     9.20 |    8.69 |   -6%˄ ||   108.72 |   115.12 |   +6%˄ | (run time too short) |
 | TPC-H 08 ||    13.50 |   13.10 |   -3%˄ ||    74.09 |    76.34 |   +3%˄ | (run time too short) |
+| TPC-H 09 ||     2.81 |    2.68 |   -5%˄ ||   355.27 |   373.46 |   +5%˄ | (run time too short) |
+| TPC-H 10 ||     0.65 |    0.62 |   -4%˄ ||  1528.13 |  1599.62 |   +5%˄ | (run time too short) |
 | TPC-H 11 ||     0.17 |    0.17 |   -2%˄ ||  5809.53 |  5905.21 |   +2%˄ | (run time too short) |
 | TPC-H 12 ||     0.62 |    0.61 |   -2%˄ ||  1619.04 |  1648.62 |   +2%˄ | (run time too short) |
+| TPC-H 13 ||     2.10 |    1.94 |   -8%˄ ||   476.23 |   515.89 |   +8%˄ | (run time too short) |
 | TPC-H 14 ||     0.30 |    0.29 |   -1%˄ ||  3372.93 |  3411.49 |   +1%˄ | (run time too short) |
 | TPC-H 15 ||     1.07 |    1.06 |   -1%˄ ||   930.46 |   938.65 |   +1%˄ | (run time too short) |
 | TPC-H 16 ||     1.88 |    1.87 |   -1%˄ ||   530.15 |   535.78 |   +1%˄ | (run time too short) |
-| TPC-H 17 ||     0.46 |    0.55 |  +19%˄ ||  2149.85 |  1802.55 |  -16%˄ | (run time too short) |
+| TPC-H 18 ||     1.15 |    0.98 |  -15%˄ ||   870.35 |  1021.14 |  +17%˄ | (run time too short) |
 | TPC-H 19 ||     4.33 |    4.31 |   -1%˄ ||   230.70 |   231.88 |   +1%˄ | (run time too short) |
 | TPC-H 20 ||     2.24 |    2.31 |   +3%˄ ||   446.62 |   432.13 |   -3%˄ | (run time too short) |
 | TPC-H 21 ||     1.04 |    1.02 |   -2%˄ ||   959.67 |   978.22 |   +2%˄ | (run time too short) |
 | TPC-H 22 ||     1.06 |    1.06 |   -1%˄ ||   937.82 |   945.64 |   +1%˄ | (run time too short) |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum      ||    53.23 |   51.84 |   -3%  ||          |          |        |                      |
 | Geomean  ||          |         |        ||          |          |   +2%  |                      |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                        |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, ordered, 1 client, 64 cores, SF 10.0

Sum of avg. item runtimes: -12% || Geometric mean of throughput changes: +7%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_ordered.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_036d2ca7327d9f76b74cac0f821834d9638f9d3d_mt_ordered.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4                                                                                                                  | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                                  |
 |  benchmark_mode               | Ordered                                                                                                                                                   | Ordered                                                                                                                                                   |
 |  build_type                   | release                                                                                                                                                   | release                                                                                                                                                   |
 |  chunk_indexes                | False                                                                                                                                                     | False                                                                                                                                                     |
 |  chunk_size                   | 65535                                                                                                                                                     | 65535                                                                                                                                                     |
 |  clients                      | 1                                                                                                                                                         | 1                                                                                                                                                         |
 |  clustering                   | None                                                                                                                                                      | None                                                                                                                                                      |
 |  compiler                     | clang 17.0.6                                                                                                                                              | clang 17.0.6                                                                                                                                              |
 |  cores                        | 64                                                                                                                                                        | 64                                                                                                                                                        |
 |  data_preparation_cores       | 0                                                                                                                                                         | 0                                                                                                                                                         |
 |  date                         | 2025-06-06 14:19:24                                                                                                                                       | 2025-06-06 18:15:22                                                                                                                                       |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                                   | None                                                                                                                                                      |
 |  max_duration                 | 60000000000                                                                                                                                               | 60000000000                                                                                                                                               |
 |  max_runs                     | 50                                                                                                                                                        | 50                                                                                                                                                        |
 |  scale_factor                 | 10.0                                                                                                                                                      | 10.0                                                                                                                                                      |
 |  time_unit                    | ns                                                                                                                                                        | ns                                                                                                                                                        |
 |  use_prepared_statements      | False                                                                                                                                                     | False                                                                                                                                                     |
 |  using_scheduler              | True                                                                                                                                                      | True                                                                                                                                                      |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                                      | [64]                                                                                                                                                      |
 |  verify                       | False                                                                                                                                                     | False                                                                                                                                                     |
 |  warmup_duration              | 1000000000                                                                                                                                                | 1000000000                                                                                                                                                |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |      new |        ||      old |      new |        |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | TPC-H 01 ||  4665.08 |  4667.22 |   +0%  ||     0.20 |     0.20 |   +0%  | (run time too short) |
+| TPC-H 02 ||    58.34 |    55.59 |   -5%˄ ||    17.13 |    17.98 |   +5%˄ | (run time too short) |
 | TPC-H 03 ||   643.33 |   628.91 |   -2%˄ ||     1.55 |     1.59 |   +2%˄ | (run time too short) |
 | TPC-H 04 ||   640.16 |   623.27 |   -3%˄ ||     1.56 |     1.60 |   +3%˄ | (run time too short) |
+| TPC-H 05 ||   600.11 |   558.62 |   -7%˄ ||     1.67 |     1.79 |   +7%˄ | (run time too short) |
 | TPC-H 06 ||    65.76 |    64.61 |   -2%˄ ||    15.20 |    15.47 |   +2%˄ | (run time too short) |
 | TPC-H 07 ||   252.82 |   243.81 |   -4%˄ ||     3.95 |     4.10 |   +4%˄ | (run time too short) |
 | TPC-H 08 ||   234.03 |   225.83 |   -4%˄ ||     4.27 |     4.43 |   +4%˄ | (run time too short) |
 | TPC-H 09 ||  2167.59 |  2077.44 |   -4%  ||     0.45 |     0.47 |   +4%  | (run time too short) |
+| TPC-H 10 ||   613.46 |   570.85 |   -7%˄ ||     1.63 |     1.75 |   +7%˄ | (run time too short) |
 | TPC-H 11 ||    68.13 |    69.18 |   +2%˄ ||    14.67 |    14.45 |   -2%˄ | (run time too short) |
+| TPC-H 12 ||   499.17 |   454.60 |   -9%˄ ||     2.00 |     2.20 |  +10%˄ | (run time too short) |
+| TPC-H 13 ||  3509.13 |  1606.91 |  -54%  ||     0.28 |     0.62 | +118%  |               0.0000 |
 | TPC-H 14 ||   153.28 |   151.75 |   -1%˄ ||     6.52 |     6.59 |   +1%˄ | (run time too short) |
 | TPC-H 15 ||   135.01 |   134.80 |   -0%˄ ||     7.40 |     7.42 |   +0%˄ | (run time too short) |
 | TPC-H 16 ||   575.50 |   552.71 |   -4%˄ ||     1.74 |     1.81 |   +4%˄ | (run time too short) |
 | TPC-H 17 ||    88.01 |    88.11 |   +0%˄ ||    11.36 |    11.34 |   -0%˄ | (run time too short) |
 | TPC-H 18 ||  1669.52 |  1679.54 |   +1%  ||     0.58 |     0.58 |   +0%  | (run time too short) |
 | TPC-H 19 ||   110.10 |   109.24 |   -1%˄ ||     9.08 |     9.15 |   +1%˄ | (run time too short) |
 | TPC-H 20 ||   194.98 |   191.69 |   -2%˄ ||     5.13 |     5.22 |   +2%˄ | (run time too short) |
+| TPC-H 21 ||  1126.86 |  1056.58 |   -6%˄ ||     0.89 |     0.95 |   +7%˄ | (run time too short) |
 | TPC-H 22 ||   162.14 |   156.46 |   -3%˄ ||     6.17 |     6.39 |   +4%˄ | (run time too short) |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum      || 18232.49 | 15967.72 |  -12%  ||          |          |        |                      |
+| Geomean  ||          |          |        ||          |          |   +7%  |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                         |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, shuffled, 64 clients, 64 cores, SF 10.0

Sum of avg. item runtimes: -6% || Geometric mean of throughput changes: +6%
Configuration Overview - click to expand
 +Configuration Overview---------+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_036d2ca7327d9f76b74cac0f821834d9638f9d3d_mt.json |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4                                                                                                          | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                          |
 |  benchmark_mode               | Shuffled                                                                                                                                          | Shuffled                                                                                                                                          |
 |  build_type                   | release                                                                                                                                           | release                                                                                                                                           |
 |  chunk_indexes                | False                                                                                                                                             | False                                                                                                                                             |
 |  chunk_size                   | 65535                                                                                                                                             | 65535                                                                                                                                             |
 |  clients                      | 64                                                                                                                                                | 64                                                                                                                                                |
 |  clustering                   | None                                                                                                                                              | None                                                                                                                                              |
 |  compiler                     | clang 17.0.6                                                                                                                                      | clang 17.0.6                                                                                                                                      |
 |  cores                        | 64                                                                                                                                                | 64                                                                                                                                                |
 |  data_preparation_cores       | 0                                                                                                                                                 | 0                                                                                                                                                 |
 |  date                         | 2025-06-06 14:31:03                                                                                                                               | 2025-06-06 18:26:40                                                                                                                               |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                           | None                                                                                                                                              |
 |  max_duration                 | 1200000000000                                                                                                                                     | 1200000000000                                                                                                                                     |
 |  max_runs                     | -1                                                                                                                                                | -1                                                                                                                                                |
 |  scale_factor                 | 10.0                                                                                                                                              | 10.0                                                                                                                                              |
 |  time_unit                    | ns                                                                                                                                                | ns                                                                                                                                                |
 |  use_prepared_statements      | False                                                                                                                                             | False                                                                                                                                             |
 |  using_scheduler              | True                                                                                                                                              | True                                                                                                                                              |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                              | [64]                                                                                                                                              |
 |  verify                       | False                                                                                                                                             | False                                                                                                                                             |
 |  warmup_duration              | 0                                                                                                                                                 | 0                                                                                                                                                 |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+---------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |          ||      old |      new |        ||      old |      new |        |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+
+| TPC-H 01 ||  6109.26 |  6124.29 |   +0%  ||     1.04 |     1.11 |   +6%  |  0.8441 |
+| TPC-H 02 ||   409.00 |   488.29 |  +19%  ||     1.05 |     1.11 |   +6%  |  0.1574 |
+| TPC-H 03 ||  2872.95 |  2779.71 |   -3%  ||     1.04 |     1.11 |   +6%  |  0.4603 |
+| TPC-H 04 ||  2421.91 |  2319.29 |   -4%  ||     1.04 |     1.11 |   +6%  |  0.3660 |
+| TPC-H 05 ||  4292.99 |  4110.18 |   -4%  ||     1.04 |     1.11 |   +6%  |  0.2573 |
+| TPC-H 06 ||   833.94 |   768.87 |   -8%  ||     1.04 |     1.11 |   +6%  |  0.3403 |
+| TPC-H 07 ||  3437.09 |  3488.75 |   +2%  ||     1.05 |     1.11 |   +6%  |  0.7640 |
+| TPC-H 08 ||  2469.48 |  2452.47 |   -1%  ||     1.04 |     1.11 |   +6%  |  0.9027 |
+| TPC-H 09 ||  6114.92 |  6250.98 |   +2%  ||     1.04 |     1.11 |   +6%  |  0.4499 |
+| TPC-H 10 ||  3629.40 |  3510.11 |   -3%  ||     1.04 |     1.11 |   +6%  |  0.4267 |
+| TPC-H 11 ||   507.86 |   529.27 |   +4%  ||     1.05 |     1.11 |   +6%  |  0.7089 |
+| TPC-H 12 ||  2703.76 |  2525.96 |   -7%  ||     1.04 |     1.11 |   +6%  |  0.1462 |
+| TPC-H 13 ||  6839.90 |  3894.67 |  -43%  ||     1.04 |     1.11 |   +7%  |  0.0000 |
+| TPC-H 14 ||  1135.32 |  1163.76 |   +3%  ||     1.05 |     1.11 |   +6%  |  0.7266 |
+| TPC-H 15 ||   657.70 |   725.70 |  +10%  ||     1.05 |     1.11 |   +6%  |  0.2006 |
+| TPC-H 16 ||  2307.96 |  2231.71 |   -3%  ||     1.04 |     1.11 |   +6%  |  0.5191 |
+| TPC-H 17 ||   884.03 |   820.33 |   -7%  ||     1.05 |     1.11 |   +6%  |  0.4630 |
+| TPC-H 18 ||  3708.35 |  3699.22 |   -0%  ||     1.04 |     1.11 |   +7%  |  0.9279 |
+| TPC-H 19 ||  1061.00 |  1077.41 |   +2%  ||     1.05 |     1.11 |   +6%  |  0.8543 |
+| TPC-H 20 ||  1852.47 |  1629.31 |  -12%  ||     1.05 |     1.11 |   +6%  |  0.0535 |
+| TPC-H 21 ||  5414.02 |  5412.10 |   -0%  ||     1.04 |     1.11 |   +6%  |  0.9918 |
+| TPC-H 22 ||  1142.43 |  1216.39 |   +6%  ||     1.04 |     1.11 |   +7%  |  0.4558 |
 +----------++----------+----------+--------++----------+----------+--------+---------+
+| Sum      || 60805.76 | 57218.77 |   -6%  ||          |          |        |         |
+| Geomean  ||          |          |        ||          |          |   +6%  |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - single-threaded

Sum of avg. item runtimes: -10% || Geometric mean of throughput changes: +8%
Configuration Overview - click to expand
 +Configuration Overview---+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCDS_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCDS_036d2ca7327d9f76b74cac0f821834d9638f9d3d_st.json |
 +-------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 0bcfa0250faed47181d2591d19daefc98bfcd5a4                                                                                                           | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                           |
 |  benchmark_mode         | Ordered                                                                                                                                            | Ordered                                                                                                                                            |
 |  build_type             | release                                                                                                                                            | release                                                                                                                                            |
 |  chunk_indexes          | False                                                                                                                                              | False                                                                                                                                              |
 |  chunk_size             | 65535                                                                                                                                              | 65535                                                                                                                                              |
 |  clients                | 1                                                                                                                                                  | 1                                                                                                                                                  |
 |  compiler               | clang 17.0.6                                                                                                                                       | clang 17.0.6                                                                                                                                       |
 |  cores                  | 0                                                                                                                                                  | 0                                                                                                                                                  |
 |  data_preparation_cores | 0                                                                                                                                                  | 0                                                                                                                                                  |
 |  date                   | 2025-06-06 14:52:31                                                                                                                                | 2025-06-06 18:48:07                                                                                                                                |
-| ≠encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                                            | None                                                                                                                                               |
 |  max_duration           | 60000000000                                                                                                                                        | 60000000000                                                                                                                                        |
 |  max_runs               | 50                                                                                                                                                 | 50                                                                                                                                                 |
 |  time_unit              | ns                                                                                                                                                 | ns                                                                                                                                                 |
 |  using_scheduler        | False                                                                                                                                              | False                                                                                                                                              |
 |  verify                 | False                                                                                                                                              | False                                                                                                                                              |
 |  warmup_duration        | 1000000000                                                                                                                                         | 1000000000                                                                                                                                         |
 +-------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | 01      ||   219.19 |   213.96 |   -2%˄ ||     4.56 |     4.67 |   +2%˄ | (run time too short) |
+| 03      ||    62.71 |    36.42 |  -42%˄ ||    15.95 |    27.45 |  +72%˄ | (run time too short) |
+| 06      ||   197.57 |   162.04 |  -18%˄ ||     5.06 |     6.17 |  +22%˄ | (run time too short) |
 | 07      ||   259.49 |   256.21 |   -1%˄ ||     3.85 |     3.90 |   +1%˄ | (run time too short) |
 | 09      ||   719.86 |   739.99 |   +3%˄ ||     1.39 |     1.35 |   -3%˄ | (run time too short) |
 | 10      ||   121.06 |   124.98 |   +3%˄ ||     8.26 |     8.00 |   -3%˄ | (run time too short) |
 | 13      ||   460.82 |   462.38 |   +0%˄ ||     2.17 |     2.16 |   -0%˄ | (run time too short) |
 | 15      ||   118.30 |   117.73 |   -0%˄ ||     8.45 |     8.49 |   +0%˄ | (run time too short) |
 | 16      ||    56.10 |    54.23 |   -3%˄ ||    17.82 |    18.44 |   +3%˄ | (run time too short) |
+| 17      ||   320.03 |   258.62 |  -19%˄ ||     3.12 |     3.87 |  +24%˄ | (run time too short) |
+| 19      ||    98.37 |    87.12 |  -11%˄ ||    10.17 |    11.48 |  +13%˄ | (run time too short) |
+| 25      ||   167.87 |   144.09 |  -14%˄ ||     5.96 |     6.94 |  +16%˄ | (run time too short) |
 | 26      ||   115.77 |   116.84 |   +1%˄ ||     8.64 |     8.56 |   -1%˄ | (run time too short) |
 | 28      ||   595.07 |   582.15 |   -2%˄ ||     1.68 |     1.72 |   +2%˄ | (run time too short) |
+| 29      ||   474.79 |   428.79 |  -10%˄ ||     2.11 |     2.33 |  +11%˄ | (run time too short) |
 | 31      ||  1288.16 |  1289.17 |   +0%  ||     0.77 |     0.77 |   +0%  |               0.6558 |
 | 32      ||    30.20 |    29.28 |   -3%˄ ||    33.11 |    34.15 |   +3%˄ | (run time too short) |
 | 34      ||   144.41 |   146.92 |   +2%˄ ||     6.92 |     6.81 |   -2%˄ | (run time too short) |
 | 35      ||   599.36 |   601.16 |   +0%˄ ||     1.67 |     1.66 |   -0%˄ | (run time too short) |
+| 37      ||   712.65 |   679.42 |   -5%˄ ||     1.40 |     1.47 |   +5%˄ | (run time too short) |
 | 39a     ||  1630.41 |  1591.91 |   -2%  ||     0.60 |     0.62 |   +3%  | (run time too short) |
+| 39b     ||  1631.15 |  1577.23 |   -3%  ||     0.60 |     0.63 |   +6%  | (run time too short) |
-| 41      ||   280.65 |   314.97 |  +12%˄ ||     3.56 |     3.17 |  -11%˄ | (run time too short) |
+| 42      ||    79.21 |    69.52 |  -12%˄ ||    12.62 |    14.38 |  +14%˄ | (run time too short) |
 | 43      ||   942.06 |   958.70 |   +2%˄ ||     1.06 |     1.04 |   -2%˄ | (run time too short) |
+| 45      ||   124.32 |   102.71 |  -17%˄ ||     8.04 |     9.74 |  +21%˄ | (run time too short) |
 | 48      ||  1030.33 |  1055.97 |   +2%˄ ||     0.97 |     0.95 |   -2%˄ | (run time too short) |
+| 50      ||   123.78 |   107.58 |  -13%˄ ||     8.08 |     9.29 |  +15%˄ | (run time too short) |
+| 52      ||    80.10 |    67.78 |  -15%˄ ||    12.48 |    14.75 |  +18%˄ | (run time too short) |
+| 55      ||    75.36 |    63.31 |  -16%˄ ||    13.27 |    15.79 |  +19%˄ | (run time too short) |
 | 62      ||   528.47 |   537.21 |   +2%˄ ||     1.89 |     1.86 |   -2%˄ | (run time too short) |
+| 65      ||  1844.72 |  1747.67 |   -5%  ||     0.53 |     0.57 |   +6%  |               0.0000 |
 | 69      ||   140.03 |   135.99 |   -3%˄ ||     7.14 |     7.35 |   +3%˄ | (run time too short) |
 | 73      ||    78.23 |    75.40 |   -4%˄ ||    12.78 |    13.26 |   +4%˄ | (run time too short) |
 | 79      ||   485.29 |   480.45 |   -1%˄ ||     2.06 |     2.08 |   +1%˄ | (run time too short) |
 | 81      ||   151.09 |   150.14 |   -1%˄ ||     6.62 |     6.66 |   +1%˄ | (run time too short) |
+| 82      ||   758.13 |   712.75 |   -6%˄ ||     1.32 |     1.40 |   +6%˄ | (run time too short) |
 | 83      ||    38.26 |    37.09 |   -3%˄ ||    26.13 |    26.96 |   +3%˄ | (run time too short) |
 | 84      ||    13.83 |    14.15 |   +2%˄ ||    72.31 |    70.66 |   -2%˄ | (run time too short) |
 | 85      ||   159.72 |   153.18 |   -4%˄ ||     6.26 |     6.53 |   +4%˄ | (run time too short) |
 | 88      ||   642.62 |   626.39 |   -3%˄ ||     1.56 |     1.60 |   +3%˄ | (run time too short) |
+| 91      ||    17.61 |    16.40 |   -7%˄ ||    56.76 |    60.96 |   +7%˄ | (run time too short) |
+| 92      ||    35.28 |    26.37 |  -25%˄ ||    28.34 |    37.92 |  +34%˄ | (run time too short) |
+| 93      ||  3694.92 |  2124.82 |  -42%  ||     0.27 |     0.47 |  +75%  |               0.0000 |
+| 94      ||    35.25 |    33.25 |   -6%˄ ||    28.37 |    30.07 |   +6%˄ | (run time too short) |
+| 95      ||  4963.44 |  4647.08 |   -6%  ||     0.20 |     0.20 |   +0%  | (run time too short) |
 | 96      ||    59.49 |    58.48 |   -2%˄ ||    16.81 |    17.10 |   +2%˄ | (run time too short) |
+| 97      ||  3881.09 |  3219.18 |  -17%  ||     0.25 |     0.30 |  +20%  | (run time too short) |
 | 99      ||  1033.61 |  1045.47 |   +1%˄ ||     0.97 |     0.96 |   -1%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum     || 31320.20 | 28282.67 |  -10%  ||          |          |        |                      |
+| Geomean ||          |          |        ||          |          |   +8%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: -5% || Geometric mean of throughput changes: +3%
Configuration Overview - click to expand
 +Configuration Overview---------+------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCDS_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_ordered.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCDS_036d2ca7327d9f76b74cac0f821834d9638f9d3d_mt_ordered.json |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4                                                                                                                   | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                                   |
 |  benchmark_mode               | Ordered                                                                                                                                                    | Ordered                                                                                                                                                    |
 |  build_type                   | release                                                                                                                                                    | release                                                                                                                                                    |
 |  chunk_indexes                | False                                                                                                                                                      | False                                                                                                                                                      |
 |  chunk_size                   | 65535                                                                                                                                                      | 65535                                                                                                                                                      |
 |  clients                      | 1                                                                                                                                                          | 1                                                                                                                                                          |
 |  compiler                     | clang 17.0.6                                                                                                                                               | clang 17.0.6                                                                                                                                               |
 |  cores                        | 64                                                                                                                                                         | 64                                                                                                                                                         |
 |  data_preparation_cores       | 0                                                                                                                                                          | 0                                                                                                                                                          |
 |  date                         | 2025-06-06 15:13:17                                                                                                                                        | 2025-06-06 19:06:41                                                                                                                                        |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                                    | None                                                                                                                                                       |
 |  max_duration                 | 60000000000                                                                                                                                                | 60000000000                                                                                                                                                |
 |  max_runs                     | 50                                                                                                                                                         | 50                                                                                                                                                         |
 |  time_unit                    | ns                                                                                                                                                         | ns                                                                                                                                                         |
 |  using_scheduler              | True                                                                                                                                                       | True                                                                                                                                                       |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                                       | [64]                                                                                                                                                       |
 |  verify                       | False                                                                                                                                                      | False                                                                                                                                                      |
 |  warmup_duration              | 1000000000                                                                                                                                                 | 1000000000                                                                                                                                                 |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | 01      ||   230.57 |   226.56 |   -2%˄ ||     4.34 |     4.41 |   +2%˄ | (run time too short) |
+| 03      ||    33.38 |    30.18 |  -10%˄ ||    29.93 |    33.09 |  +11%˄ | (run time too short) |
+| 06      ||   187.54 |   162.91 |  -13%˄ ||     5.33 |     6.14 |  +15%˄ | (run time too short) |
 | 07      ||   184.59 |   184.37 |   -0%˄ ||     5.42 |     5.42 |   +0%˄ | (run time too short) |
 | 09      ||   111.73 |   111.94 |   +0%˄ ||     8.95 |     8.93 |   -0%˄ | (run time too short) |
 | 10      ||    36.53 |    36.06 |   -1%˄ ||    27.35 |    27.71 |   +1%˄ | (run time too short) |
 | 13      ||   253.51 |   255.05 |   +1%˄ ||     3.94 |     3.92 |   -1%˄ | (run time too short) |
 | 15      ||    73.76 |    72.39 |   -2%˄ ||    13.55 |    13.81 |   +2%˄ | (run time too short) |
 | 16      ||    30.83 |    30.80 |   -0%˄ ||    32.40 |    32.43 |   +0%˄ | (run time too short) |
+| 17      ||   140.79 |   114.51 |  -19%˄ ||     7.10 |     8.73 |  +23%˄ | (run time too short) |
 | 19      ||    70.53 |    69.63 |   -1%˄ ||    14.17 |    14.35 |   +1%˄ | (run time too short) |
+| 25      ||   102.04 |    88.79 |  -13%˄ ||     9.80 |    11.26 |  +15%˄ | (run time too short) |
 | 26      ||    88.23 |    91.41 |   +4%˄ ||    11.33 |    10.94 |   -3%˄ | (run time too short) |
 | 28      ||   147.36 |   149.45 |   +1%˄ ||     6.78 |     6.69 |   -1%˄ | (run time too short) |
+| 29      ||   441.60 |   390.12 |  -12%˄ ||     2.26 |     2.56 |  +13%˄ | (run time too short) |
 | 31      ||   448.33 |   461.49 |   +3%˄ ||     2.23 |     2.17 |   -3%˄ | (run time too short) |
+| 32      ||    30.23 |    28.28 |   -6%˄ ||    33.04 |    35.31 |   +7%˄ | (run time too short) |
 | 34      ||    94.59 |    92.49 |   -2%˄ ||    10.57 |    10.81 |   +2%˄ | (run time too short) |
 | 35      ||   374.69 |   370.74 |   -1%˄ ||     2.67 |     2.70 |   +1%˄ | (run time too short) |
+| 37      ||   203.62 |   194.70 |   -4%˄ ||     4.91 |     5.14 |   +5%˄ | (run time too short) |
+| 39a     ||   730.79 |   699.08 |   -4%˄ ||     1.37 |     1.43 |   +5%˄ | (run time too short) |
+| 39b     ||   738.02 |   673.62 |   -9%˄ ||     1.35 |     1.48 |  +10%˄ | (run time too short) |
-| 41      ||   365.13 |   388.98 |   +7%˄ ||     2.74 |     2.57 |   -6%˄ | (run time too short) |
 | 42      ||    49.39 |    49.02 |   -1%˄ ||    20.23 |    20.38 |   +1%˄ | (run time too short) |
 | 43      ||   443.34 |   438.82 |   -1%˄ ||     2.26 |     2.28 |   +1%˄ | (run time too short) |
 | 45      ||    53.87 |    54.33 |   +1%˄ ||    18.55 |    18.39 |   -1%˄ | (run time too short) |
 | 48      ||   507.71 |   508.16 |   +0%˄ ||     1.97 |     1.97 |   -0%˄ | (run time too short) |
 | 50      ||   102.46 |   106.83 |   +4%˄ ||     9.76 |     9.36 |   -4%˄ | (run time too short) |
 | 52      ||    52.12 |    51.98 |   -0%˄ ||    19.17 |    19.22 |   +0%˄ | (run time too short) |
-| 55      ||    43.83 |    45.83 |   +5%˄ ||    22.80 |    21.80 |   -4%˄ | (run time too short) |
+| 62      ||   365.15 |   346.78 |   -5%˄ ||     2.74 |     2.88 |   +5%˄ | (run time too short) |
 | 65      ||  1458.19 |  1439.80 |   -1%  ||     0.68 |     0.68 |   +0%  |               0.0180 |
 | 69      ||    71.19 |    69.64 |   -2%˄ ||    14.04 |    14.35 |   +2%˄ | (run time too short) |
 | 73      ||    54.37 |    53.81 |   -1%˄ ||    18.38 |    18.57 |   +1%˄ | (run time too short) |
 | 79      ||   470.08 |   474.15 |   +1%˄ ||     2.13 |     2.11 |   -1%˄ | (run time too short) |
 | 81      ||   172.02 |   173.38 |   +1%˄ ||     5.81 |     5.77 |   -1%˄ | (run time too short) |
+| 82      ||   233.32 |   219.45 |   -6%˄ ||     4.29 |     4.56 |   +6%˄ | (run time too short) |
 | 83      ||    45.75 |    45.34 |   -1%˄ ||    21.84 |    22.04 |   +1%˄ | (run time too short) |
 | 84      ||    10.10 |     9.70 |   -4%˄ ||    98.72 |   102.78 |   +4%˄ | (run time too short) |
 | 85      ||    71.12 |    68.38 |   -4%˄ ||    14.05 |    14.62 |   +4%˄ | (run time too short) |
 | 88      ||    82.15 |    81.13 |   -1%˄ ||    12.17 |    12.32 |   +1%˄ | (run time too short) |
 | 91      ||    18.02 |    17.61 |   -2%˄ ||    55.39 |    56.68 |   +2%˄ | (run time too short) |
+| 92      ||    42.13 |    35.39 |  -16%˄ ||    23.72 |    28.23 |  +19%˄ | (run time too short) |
+| 93      ||   747.07 |   520.47 |  -30%˄ ||     1.34 |     1.92 |  +44%˄ | (run time too short) |
 | 94      ||    30.68 |    31.73 |   +3%˄ ||    32.56 |    31.48 |   -3%˄ | (run time too short) |
+| 95      ||   706.69 |   668.16 |   -5%˄ ||     1.41 |     1.50 |   +6%˄ | (run time too short) |
-| 96      ||    45.11 |    47.37 |   +5%˄ ||    22.15 |    21.10 |   -5%˄ | (run time too short) |
+| 97      ||  1371.58 |  1285.96 |   -6%  ||     0.72 |     0.77 |   +7%  | (run time too short) |
 | 99      ||   548.54 |   558.50 |   +2%˄ ||     1.82 |     1.79 |   -2%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum     || 12914.38 | 12325.25 |   -5%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   +3%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -2% || Geometric mean of throughput changes: +2%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCDS_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCDS_036d2ca7327d9f76b74cac0f821834d9638f9d3d_mt.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4                                                                                                           | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                           |
 |  benchmark_mode               | Shuffled                                                                                                                                           | Shuffled                                                                                                                                           |
 |  build_type                   | release          
17AE
                                                                                                                                  | release                                                                                                                                            |
 |  chunk_indexes                | False                                                                                                                                              | False                                                                                                                                              |
 |  chunk_size                   | 65535                                                                                                                                              | 65535                                                                                                                                              |
 |  clients                      | 64                                                                                                                                                 | 64                                                                                                                                                 |
 |  compiler                     | clang 17.0.6                                                                                                                                       | clang 17.0.6                                                                                                                                       |
 |  cores                        | 64                                                                                                                                                 | 64                                                                                                                                                 |
 |  data_preparation_cores       | 0                                                                                                                                                  | 0                                                                                                                                                  |
 |  date                         | 2025-06-06 15:25:11                                                                                                                                | 2025-06-06 19:18:13                                                                                                                                |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                            | None                                                                                                                                               |
 |  max_duration                 | 1200000000000                                                                                                                                      | 1200000000000                                                                                                                                      |
 |  max_runs                     | -1                                                                                                                                                 | -1                                                                                                                                                 |
 |  time_unit                    | ns                                                                                                                                                 | ns                                                                                                                                                 |
 |  using_scheduler              | True                                                                                                                                               | True                                                                                                                                               |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                               | [64]                                                                                                                                               |
 |  verify                       | False                                                                                                                                              | False                                                                                                                                              |
 |  warmup_duration              | 0                                                                                                                                                  | 0                                                                                                                                                  |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| 01      ||   882.57 |   760.55 |  -14%  ||     1.00 |     1.03 |   +2%  |  0.0182 |
+| 03      ||   274.22 |   238.60 |  -13%  ||     1.00 |     1.03 |   +2%  |  0.1959 |
+| 06      ||   945.98 |   780.18 |  -18%  ||     1.00 |     1.03 |   +3%  |  0.0042 |
-| 07      ||   989.76 |  1044.24 |   +6%  ||     1.00 |     1.03 |   +2%  |  0.3426 |
 | 09      ||   912.29 |   896.62 |   -2%  ||     1.00 |     1.03 |   +2%  |  0.8008 |
+| 10      ||   754.29 |   719.50 |   -5%  ||     1.00 |     1.03 |   +2%  |  0.5415 |
 | 13      ||  1751.93 |  1797.18 |   +3%  ||     1.00 |     1.02 |   +2%  |  0.5720 |
 | 15      ||   554.26 |   551.75 |   -0%  ||     1.00 |     1.03 |   +2%  |  0.9599 |
+| 16      ||   475.55 |   418.95 |  -12%  ||     1.00 |     1.03 |   +2%  |  0.2076 |
+| 17      ||  1485.24 |  1326.08 |  -11%  ||     1.00 |     1.03 |   +2%  |  0.0341 |
+| 19      ||   679.25 |   631.21 |   -7%  ||     1.00 |     1.03 |   +2%  |  0.2954 |
+| 25      ||  1095.72 |  1030.02 |   -6%  ||     1.00 |     1.03 |   +2%  |  0.3502 |
+| 26      ||   533.16 |   497.64 |   -7%  ||     1.00 |     1.03 |   +2%  |  0.4012 |
 | 28      ||  1584.73 |  1644.62 |   +4%  ||     1.00 |     1.03 |   +2%  |  0.4979 |
+| 29      ||  1845.81 |  1712.88 |   -7%  ||     1.00 |     1.03 |   +2%  |  0.1021 |
 | 31      ||  2715.26 |  2733.12 |   +1%  ||     1.00 |     1.03 |   +2%  |  0.8713 |
 | 32      ||   180.37 |   176.50 |   -2%  ||     1.00 |     1.03 |   +2%  |  0.8983 |
 | 34      ||   776.93 |   792.20 |   +2%  ||     1.00 |     1.03 |   +2%  |  0.7773 |
+| 35      ||  2273.96 |  2132.69 |   -6%  ||     1.00 |     1.03 |   +2%  |  0.0965 |
+| 37      ||   941.45 |   886.77 |   -6%  ||     1.00 |     1.03 |   +2%  |  0.2873 |
-| 39a     ||  2922.67 |  3067.35 |   +5%  ||     1.00 |     1.02 |   +2%  |  0.1067 |
-| 39b     ||  2846.15 |  3036.57 |   +7%  ||     1.00 |     1.03 |   +2%  |  0.0311 |
-| 41      ||  1975.75 |  2134.95 |   +8%  ||     1.00 |     1.03 |   +2%  |  0.0902 |
 | 42      ||   504.84 |   509.26 |   +1%  ||     1.00 |     1.03 |   +2%  |  0.9267 |
 | 43      ||  1566.43 |  1553.14 |   -1%  ||     1.00 |     1.03 |   +2%  |  0.8390 |
+| 45      ||   811.23 |   723.55 |  -11%  ||     1.00 |     1.03 |   +2%  |  0.1368 |
 | 48      ||  2714.26 |  2759.53 |   +2%  ||     1.00 |     1.02 |   +2%  |  0.6602 |
 | 50      ||  1074.18 |  1099.53 |   +2%  ||     1.00 |     1.03 |   +2%  |  0.6848 |
+| 52      ||   494.02 |   425.94 |  -14%  ||     1.00 |     1.03 |   +2%  |  0.0584 |
 | 55      ||   460.38 |   463.62 |   +1%  ||     1.00 |     1.03 |   +2%  |  0.9308 |
 | 62      ||  1071.72 |  1044.19 |   -3%  ||     1.00 |     1.03 |   +2%  |  0.6011 |
 | 65      ||  4433.73 |  4589.62 |   +4%  ||     1.00 |     1.02 |   +2%  |  0.0152 |
+| 69      ||  1111.69 |   990.95 |  -11%  ||     1.00 |     1.03 |   +2%  |  0.0918 |
 | 73      ||   528.61 |   512.93 |   -3%  ||     1.00 |     1.03 |   +2%  |  0.7128 |
-| 79      ||  1546.82 |  1643.12 |   +6%  ||     1.00 |     1.03 |   +2%  |  0.1256 |
-| 81      ||   620.80 |   687.28 |  +11%  ||     1.00 |     1.03 |   +2%  |  0.1032 |
+| 82      ||  1038.98 |   954.46 |   -8%  ||     1.00 |     1.03 |   +2%  |  0.1168 |
 | 83      ||   319.09 |   322.06 |   +1%  ||     1.00 |     1.03 |   +2%  |  0.9356 |
 | 84      ||   129.00 |   123.87 |   -4%  ||     1.00 |     1.03 |   +2%  |  0.7809 |
+| 85      ||   925.81 |   883.11 |   -5%  ||     1.00 |     1.03 |   +2%  |  0.5258 |
+| 88      ||  2944.60 |  2616.65 |  -11%  ||     1.00 |     1.03 |   +2%  |  0.0094 |
 | 91      ||   199.02 |   206.61 |   +4%  ||     1.00 |     1.03 |   +2%  |  0.8027 |
+| 92      ||   315.70 |   243.59 |  -23%  ||     1.00 |     1.03 |   +2%  |  0.0272 |
+| 93      ||  2307.39 |  1754.43 |  -24%  ||     1.00 |     1.03 |   +2%  |  0.0000 |
-| 94      ||   436.29 |   474.89 |   +9%  ||     1.00 |     1.03 |   +2%  |  0.3792 |
 | 95      ||  2207.27 |  2173.79 |   -2%  ||     1.00 |     1.03 |   +2%  |  0.6402 |
-| 96      ||   438.50 |   472.94 |   +8%  ||     1.00 |     1.03 |   +2%  |  0.4388 |
 | 97      ||  4567.30 |  4458.78 |   -2%  ||     1.00 |     1.02 |   +2%  |  0.2820 |
-| 99      ||  1361.01 |  1438.13 |   +6%  ||     1.00 |     1.03 |   +2%  |  0.1346 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 63525.95 | 62136.14 |   -2%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   +2%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - single-threaded

Sum of avg. item runtimes: -2% || Geometric mean of throughput changes: -1%
Configuration Overview - click to expand
 +Configuration Overview---+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCC_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCC_036d2ca7327d9f76b74cac0f821834d9638f9d3d_st.json |
 +-------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 0bcfa0250faed47181d2591d19daefc98bfcd5a4                                                                                                          | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                          |
 |  benchmark_mode         | Shuffled                                                                                                                                          | Shuffled                                                                                                                                          |
 |  build_type             | release                                                                                                                                           | release                                                                                                                                           |
 |  chunk_indexes          | False                                                                                                                                             | False                                                                                                                                             |
 |  chunk_size             | 65535                                                                                                                                             | 65535                                                                                                                                             |
 |  clients                | 1                                                                                                                                                 | 1                                                                                                                                                 |
 |  compiler               | clang 17.0.6                                                                                                                                      | clang 17.0.6                                                                                                                                      |
 |  cores                  | 0                                                                                                                                                 | 0                                                                                                                                                 |
 |  data_preparation_cores | 0                                                                                                                                                 | 0                                                                                                                                                 |
 |  date                   | 2025-06-06 15:45:26                                                                                                                               | 2025-06-06 19:38:29                                                                                                                               |
-| ≠encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                                           | None                                                                                                                                              |
 |  max_duration           | 60000000000                                                                                                                                       | 60000000000                                                                                                                                       |
 |  max_runs               | -1                                                                                                                                                | -1                                                                                                                                                |
 |  scale_factor           | 10                                                                                                                                                | 10                                                                                                                                                |
 |  time_unit              | ns                                                                                                                                                | ns                                                                                                                                                |
 |  using_scheduler        | False                                                                                                                                             | False                                                                                                                                             |
 |  verify                 | False                                                                                                                                             | False                                                                                                                                             |
 |  warmup_duration        | 0                                                                                                                                                 | 0                                                                                                                                                 |
 +-------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
+| Delivery     ||    25.57 |   25.11 |   -2%  ||     4.98 |     5.37 |   +8%  |  0.0000 |
 | New-Order    ||    12.00 |   11.84 |   -1%  ||    60.50 |    60.55 |   +0%  |  0.0515 |
-| Order-Status ||     1.16 |    1.19 |   +2%  ||     5.47 |     4.83 |  -12%  |  0.0001 |
 | Payment      ||     2.22 |    2.22 |   -0%  ||    57.25 |    58.93 |   +3%  |  0.4126 |
 | Stock-Level  ||     1.95 |    1.89 |   -3%  ||     5.27 |     5.22 |   -1%  |  0.0001 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||    42.91 |   42.25 |   -2%  ||          |          |        |         |
 | Geomean      ||          |         |        ||          |          |   -1%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 64 clients, 10 warehouses, 64 cores (high contention)

Sum of avg. item runtimes: +2% || Geometric mean of throughput changes: -2%
Configuration Overview - click to expand
 +Configuration Overview---------+------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCC_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_highcont.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCC_036d2ca7327d9f76b74cac0f821834d9638f9d3d_mt_highcont.json |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4                                                                                                                   | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                                   |
 |  benchmark_mode               | Shuffled                                                                                                                                                   | Shuffled                                                                                                                                                   |
 |  build_type                   | release                                                                                                                                                    | release                                                                                                                                                    |
 |  chunk_indexes                | False                                                                                                                                                      | False                                                                                                                                                      |
 |  chunk_size                   | 65535                                                                                                                                                      | 65535                                                                                                                                                      |
 |  clients                      | 64                                                                                                                                                         | 64                                                                                                                                                         |
 |  compiler                     | clang 17.0.6                                                                                                                                               | clang 17.0.6                                                                                                                                               |
 |  cores                        | 64                                                                                                                                                         | 64                                                                                                                                                         |
 |  data_preparation_cores       | 0                                                                                                                                                          | 0                                                                                                                                                          |
 |  date                         | 2025-06-06 15:53:11                                                                                                                                        | 2025-06-06 19:39:35                                                                                                                                        |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                                    | None                                                                                                                                                       |
 |  max_duration                 | 600000000000                                                                                                                                               | 600000000000                                                                                                                                               |
 |  max_runs                     | -1                                                                                                                                                         | -1                                                                                                                                                         |
 |  scale_factor                 | 10                                                                                                                                                         | 10                                                                                                                                                         |
 |  time_unit                    | ns                                                                                                                                                         | ns                                                                                                                                                         |
 |  using_scheduler              | True                                                                                                                                                       | True                                                                                                                                                       |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                                       | [64]                                                                                                                                                       |
 |  verify                       | False                                                                                                                                                      | False                                                                                                                                                      |
 |  warmup_duration              | 0                                                                                                                                                          | 0                                                                                                                                                          |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Delivery     ||   184.20 |  188.26 |   +2%  ||    33.23 |    32.46 |   -2%  |  0.0000 |
 |    unsucc.:  ||     3.45 |    3.45 |   -0%  ||    50.16 |    49.01 |   -2%  |         |
 | New-Order    ||    95.02 |   96.96 |   +2%  ||   466.09 |   455.99 |   -2%  |  0.0000 |
 |    unsucc.:  ||     8.50 |    8.79 |   +3%  ||   467.99 |   460.65 |   -2%  |         |
 | Order-Status ||     9.72 |   10.03 |   +3%  ||    83.04 |    81.66 |   -2%  |  0.0081 |
 | Payment      ||    16.05 |   16.34 |   +2%  ||   234.83 |   230.28 |   -2%  |  0.0000 |
 |    unsucc.:  ||     5.51 |    5.63 |   +2%  ||   659.03 |   648.06 |   -2%  |         |
 | Stock-Level  ||    14.15 |   14.42 |   +2%  ||    82.71 |    81.04 |   -2%  |  0.1458 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||   319.14 |  326.01 |   +2%  ||          |          |        |         |
 | Geomean      ||          |         |        ||          |          |   -2%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 10 clients, 10 warehouses, 64 cores (low contention)

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCC_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_lowcont.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCC_036d2ca7327d9f76b74cac0f821834d9638f9d3d_mt_lowcont.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4                                                                                                                  | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                                  |
 |  benchmark_mode               | Shuffled                                                                                                                                                  | Shuffled                                                                                                                                                  |
 |  build_type                   | release                                                                                                                                                   | release                                                                                                                                                   |
 |  chunk_indexes                | False                                                                                                                                                     | False                                                                                                                                                     |
 |  chunk_size                   | 65535                                                                                                                                                     | 65535                                                                                                                                                     |
 |  clients                      | 10                                                                                                                                                        | 10                                                                                                                                                        |
 |  compiler                     | clang 17.0.6                                                                                                                                              | clang 17.0.6                                                                                                                                              |
 |  cores                        | 64                                                                                                                                                        | 64                                                                                                                                                        |
 |  data_preparation_cores       | 0                                                                                                                                                         | 0                                                                                                                                                         |
 |  date                         | 2025-06-06 16:03:23                                                                                                                                       | 2025-06-06 19:49:47                                                                                                                                       |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                                   | None                                                                                                                                                      |
 |  max_duration                 | 600000000000                                                                                                                                              | 600000000000                                                                                                                                              |
 |  max_runs                     | -1                                                                                                                                                        | -1                                                                     
F438
                                                                                   |
 |  scale_factor                 | 10                                                                                                                                                        | 10                                                                                                                                                        |
 |  time_unit                    | ns                                                                                                                                                        | ns                                                                                                                                                        |
 |  using_scheduler              | True                                                                                                                                                      | True                                                                                                                                                      |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                                      | [64]                                                                                                                                                      |
 |  verify                       | False                                                                                                                                                     | False                                                                                                                                                     |
 |  warmup_duration              | 0                                                                                                                                                         | 0                                                                                                                                                         |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Delivery     ||    74.68 |   74.54 |   -0%  ||    16.44 |    16.85 |   +2%  |  0.0664 |
 |    unsucc.:  ||     1.01 |    0.86 |  -15%  ||     2.04 |     2.10 |   +3%  |         |
 | New-Order    ||    37.03 |   36.89 |   -0%  ||   193.02 |   193.26 |   +0%  |  0.0014 |
 |    unsucc.:  ||     3.59 |    3.52 |   -2%  ||    18.74 |    18.35 |   -2%  |         |
 | Order-Status ||     4.10 |    4.12 |   +1%  ||    18.56 |    18.74 |   +1%  |  0.0209 |
 | Payment      ||     7.83 |    7.84 |   +0%  ||   164.44 |   163.95 |   -0%  |  0.8501 |
 |    unsucc.:  ||     1.99 |    2.00 |   +0%  ||    36.98 |    36.07 |   -2%  |         |
 | Stock-Level  ||     5.54 |    5.53 |   -0%  ||    18.81 |    18.53 |   -1%  |  0.1919 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||   129.19 |  128.92 |   -0%  ||          |          |        |         |
 | Geomean      ||          |         |        ||          |          |   +0%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - single-threaded

Sum of avg. item runtimes: -6% || Geometric mean of throughput changes: +12%
Configuration Overview - click to expand
 +Configuration Overview---+--------------------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkJoinOrder_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkJoinOrder_036d2ca7327d9f76b74cac0f821834d9638f9d3d_st.json |
 +-------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 0bcfa0250faed47181d2591d19daefc98bfcd5a4                                                                                                               | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                               |
 |  benchmark_mode         | Ordered                                                                                                                                                | Ordered                                                                                                                                                |
 |  build_type             | release                                                                                                                                                | release                                                                                                                                                |
 |  chunk_indexes          | False                                                                                                                                                  | False                                                                                                                                                  |
 |  chunk_size             | 65535                                                                                                                                                  | 65535                                                                                                                                                  |
 |  clients                | 1                                                                                                                                                      | 1                                                                                                                                                      |
 |  compiler               | clang 17.0.6                                                                                                                                           | clang 17.0.6                                                                                                                                           |
 |  cores                  | 0                                                                                                                                                      | 0                                                                                                                                                      |
 |  data_preparation_cores | 0                                                                                                                                                      | 0                                                                                                                                                      |
 |  date                   | 2025-06-06 16:14:24                                                                                                                                    | 2025-06-06 19:59:54                                                                                                                                    |
-| ≠encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                                                | None                                                                                                                                                   |
 |  max_duration           | 60000000000                                                                                                                                            | 60000000000                                                                                                                                            |
 |  max_runs               | 50                                                                                                                                                     | 50                                                                                                                                                     |
 |  time_unit              | ns                                                                                                                                                     | ns                                                                                                                                                     |
 |  using_scheduler        | False                                                                                                                                                  | False                                                                                                                                                  |
 |  verify                 | False                                                                                                                                                  | False                                                                                                                                                  |
 |  warmup_duration        | 1000000000                                                                                                                                             | 1000000000                                                                                                                                             |
 +-------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 10a     ||   146.00 |    99.28 |  -32%˄ ||     6.85 |    10.07 |  +47%˄ | (run time too short) |
+| 10b     ||    94.50 |    59.58 |  -37%˄ ||    10.58 |    16.78 |  +59%˄ | (run time too short) |
+| 10c     ||   353.62 |   316.50 |  -10%˄ ||     2.83 |     3.16 |  +12%˄ | (run time too short) |
+| 11a     ||    29.46 |    26.39 |  -10%˄ ||    33.94 |    37.89 |  +12%˄ | (run time too short) |
 | 11b     ||    24.44 |    24.04 |   -2%˄ ||    40.92 |    41.59 |   +2%˄ | (run time too short) |
+| 11c     ||    24.37 |    21.19 |  -13%˄ ||    41.03 |    47.18 |  +15%˄ | (run time too short) |
+| 11d     ||    23.09 |    19.95 |  -14%˄ ||    43.30 |    50.13 |  +16%˄ | (run time too short) |
+| 12a     ||    31.07 |    29.13 |   -6%˄ ||    32.18 |    34.33 |   +7%˄ | (run time too short) |
+| 12b     ||    27.83 |    24.26 |  -13%˄ ||    35.93 |    41.22 |  +15%˄ | (run time too short) |
+| 12c     ||    71.74 |    67.66 |   -6%˄ ||    13.94 |    14.78 |   +6%˄ | (run time too short) |
 | 13a     ||   179.85 |   172.61 |   -4%˄ ||     5.56 |     5.79 |   +4%˄ | (run time too short) |
 | 13b     ||   231.12 |   228.32 |   -1%˄ ||     4.33 |     4.38 |   +1%˄ | (run time too short) |
 | 13c     ||    31.71 |    30.42 |   -4%˄ ||    31.53 |    32.87 |   +4%˄ | (run time too short) |
 | 13d     ||   513.60 |   507.68 |   -1%˄ ||     1.95 |     1.97 |   +1%˄ | (run time too short) |
+| 14a     ||    98.89 |    92.11 |   -7%˄ ||    10.11 |    10.86 |   +7%˄ | (run time too short) |
 | 14b     ||   107.13 |   104.61 |   -2%˄ ||     9.33 |     9.56 |   +2%˄ | (run time too short) |
+| 14c     ||   177.62 |   168.46 |   -5%˄ ||     5.63 |     5.94 |   +5%˄ | (run time too short) |
+| 15a     ||    74.40 |    49.68 |  -33%˄ ||    13.44 |    20.13 |  +50%˄ | (run time too short) |
+| 15b     ||    78.10 |    54.43 |  -30%˄ ||    12.80 |    18.37 |  +43%˄ | (run time too short) |
+| 15c     ||    49.99 |    39.53 |  -21%˄ ||    20.00 |    25.30 |  +26%˄ | (run time too short) |
+| 15d     ||    47.41 |    36.34 |  -23%˄ ||    21.09 |    27.52 |  +30%˄ | (run time too short) |
 | 16a     ||  1390.33 |  1334.90 |   -4%  ||     0.72 |     0.73 |   +2%  | (run time too short) |
 | 16b     ||  2599.00 |  2504.42 |   -4%  ||     0.38 |     0.38 |   +0%  | (run time too short) |
+| 16c     ||  1570.43 |  1497.16 |   -5%  ||     0.63 |     0.67 |   +5%  |               0.0000 |
+| 16d     ||  1533.84 |  1461.69 |   -5%  ||     0.65 |     0.68 |   +5%  |               0.0000 |
 | 17a     ||   452.69 |   436.57 |   -4%˄ ||     2.21 |     2.29 |   +4%˄ | (run time too short) |
 | 17b     ||   359.65 |   352.13 |   -2%˄ ||     2.78 |     2.84 |   +2%˄ | (run time too short) |
 | 17c     ||   342.06 |   333.30 |   -3%˄ ||     2.92 |     3.00 |   +3%˄ | (run time too short) |
+| 17d     ||   424.67 |   401.98 |   -5%˄ ||     2.35 |     2.49 |   +6%˄ | (run time too short) |
+| 17e     ||  1639.24 |  1545.43 |   -6%  ||     0.60 |     0.63 |   +6%  | (run time too short) |
+| 17f     ||   936.01 |   883.15 |   -6%˄ ||     1.07 |     1.13 |   +6%˄ | (run time too short) |
+| 18a     ||   144.74 |   126.82 |  -12%˄ ||     6.91 |     7.88 |  +14%˄ | (run time too short) |
 | 18b     ||   105.80 |   102.78 |   -3%˄ ||     9.45 |     9.73 |   +3%˄ | (run time too short) |
 | 18c     ||   193.43 |   185.82 |   -4%˄ ||     5.17 |     5.38 |   +4%˄ | (run time too short) |
 | 19a     ||   220.00 |   215.20 |   -2%˄ ||     4.55 |     4.65 |   +2%˄ | (run time too short) |
+| 19b     ||   191.08 |   174.66 |   -9%˄ ||     5.23 |     5.73 |   +9%˄ | (run time too short) |
 | 19c     ||   261.23 |   258.47 |   -1%˄ ||     3.83 |     3.87 |   +1%˄ | (run time too short) |
 | 19d     ||   718.26 |   713.63 |   -1%˄ ||     1.39 |     1.40 |   +1%˄ | (run time too short) |
+| 1a      ||    10.09 |     6.98 |  -31%˄ ||    99.12 |   143.17 |  +44%˄ | (run time too short) |
+| 1b      ||    16.17 |    13.62 |  -16%˄ ||    61.83 |    73.42 |  +19%˄ | (run time too short) |
+| 1c      ||    21.34 |    14.20 |  -33%˄ ||    46.85 |    70.38 |  +50%˄ | (run time too short) |
+| 1d      ||     9.45 |     6.44 |  -32%˄ ||   105.78 |   155.18 |  +47%˄ | (run time too short) |
+| 20a     ||   563.48 |   512.17 |   -9%˄ ||     1.77 |     1.95 |  +10%˄ | (run time too short) |
+| 20b     ||   613.00 |   550.54 |  -10%˄ ||     1.63 |     1.82 |  +11%˄ | (run time too short) |
+| 20c     ||   432.29 |   356.47 |  -18%˄ ||     2.31 |     2.81 |  +21%˄ | (run time too short) |
+| 21a     ||    41.12 |    38.34 |   -7%˄ ||    24.32 |    26.08 |   +7%˄ | (run time too short) |
+| 21b     ||    33.79 |    29.97 |  -11%˄ ||    29.59 |    33.36 |  +13%˄ | (run time too short) |
+| 21c     ||    37.59 |    34.30 |   -9%˄ ||    26.60 |    29.15 |  +10%˄ | (run time too short) |
+| 22a     ||   180.09 |   160.85 |  -11%˄ ||     5.55 |     6.22 |  +12%˄ | (run time too short) |
+| 22b     ||   163.62 |   143.66 |  -12%˄ ||     6.11 |     6.96 |  +14%˄ | (run time too short) |
+| 22c     ||   242.96 |   218.70 |  -10%˄ ||     4.12 |     4.57 |  +11%˄ | (run time too short) |
 | 22d     ||   357.10 |   342.30 |   -4%˄ ||     2.80 |     2.92 |   +4%˄ | (run time too short) |
+| 23a     ||    53.75 |    42.44 |  -21%˄ ||    18.60 |    23.56 |  +27%˄ | (run time too short) |
+| 23b     ||    59.45 |    50.22 |  -16%˄ ||    16.82 |    19.91 |  +18%˄ | (run time too short) |
+| 23c     ||    56.92 |    45.26 |  -20%˄ ||    17.57 |    22.09 |  +26%˄ | (run time too short) |
 | 24a     ||   216.97 |   215.86 |   -1%˄ ||     4.61 |     4.63 |   +1%˄ | (run time too short) |
 | 24b     ||   200.38 |   202.73 |   +1%˄ ||     4.99 |     4.93 |   -1%˄ | (run time too short) |
 | 25a     ||   102.72 |    98.77 |   -4%˄ ||     9.73 |    10.12 |   +4%˄ | (run time too short) |
 | 25b     ||    63.59 |    64.43 |   +1%˄ ||    15.72 |    15.52 |   -1%˄ | (run time too short) |
+| 25c     ||   237.56 |   224.99 |   -5%˄ ||     4.21 |     4.44 |   +6%˄ | (run time too short) |
+| 26a     ||   169.60 |   159.75 |   -6%˄ ||     5.90 |     6.26 |   +6%˄ | (run time too short) |
+| 26b     ||   141.67 |   130.71 |   -8%˄ ||     7.06 |     7.65 |   +8%˄ | (run time too short) |
+| 26c     ||   318.74 |   302.52 |   -5%˄ ||     3.14 |     3.31 |   +5%˄ | (run time too short) |
+| 27a     ||    36.09 |    32.54 |  -10%˄ ||    27.70 |    30.72 |  +11%˄ | (run time too short) |
+| 27b     ||    24.28 |    22.88 |   -6%˄ ||    41.18 |    43.70 |   +6%˄ | (run time too short) |
+| 27c     ||    37.72 |    34.25 |   -9%˄ ||    26.51 |    29.19 |  +10%˄ | (run time too short) |
+| 28a     ||   204.71 |   184.49 |  -10%˄ ||     4.88 |     5.42 |  +11%˄ | (run time too short) |
+| 28b     ||    79.21 |    66.50 |  -16%˄ ||    12.62 |    15.04 |  +19%˄ | (run time too short) |
+| 28c     ||   180.55 |   161.15 |  -11%˄ ||     5.54 |     6.21 |  +12%˄ | (run time too short) |
 | 29a     ||   176.54 |   179.42 |   +2%˄ ||     5.66 |     5.57 |   -2%˄ | (run time too short) |
+| 29b     ||   912.21 |   741.08 |  -19%˄ ||     1.10 |     1.35 |  +23%˄ | (run time too short) |
 | 29c     ||   217.08 |   215.52 |   -1%˄ ||     4.61 |     4.64 |   +1%˄ | (run time too short) |
+| 2a      ||    29.27 |    24.98 |  -15%˄ ||    34.16 |    40.02 |  +17%˄ | (run time too short) |
+| 2b      ||    26.77 |    22.80 |  -15%˄ ||    37.36 |    43.86 |  +17%˄ | (run time too short) |
+| 2c      ||    22.32 |    18.94 |  -15%˄ ||    44.79 |    52.79 |  +18%˄ | (run time too short) |
+| 2d      ||    57.11 |    51.19 |  -10%˄ ||    17.51 |    19.53 |  +12%˄ | (run time too short) |
 | 30a     ||    88.62 |    85.00 |   -4%˄ ||    11.28 |    11.76 |   +4%˄ | (run time too short) |
 | 30b     ||    90.45 |    87.79 |   -3%˄ ||    11.05 |    11.39 |   +3%˄ | (run time too short) |
+| 30c     ||   156.28 |   147.46 |   -6%˄ ||     6.40 |     6.78 |   +6%˄ | (run time too short) |
 | 31a     ||    77.90 |    75.31 |   -3%˄ ||    12.84 |    13.28 |   +3%˄ | (run time too short) |
+| 31b     ||    82.84 |    74.40 |  -10%˄ ||    12.07 |    13.44 |  +11%˄ | (run time too short) |
 | 31c     ||    87.60 |    83.90 |   -4%˄ ||    11.42 |    11.92 |   +4%˄ | (run time too short) |
+| 32a     ||    14.97 |     9.78 |  -35%˄ ||    66.77 |   102.25 |  +53%˄ | (run time too short) |
+| 32b     ||    35.94 |    27.56 |  -23%˄ ||    27.82 |    36.28 |  +30%˄ | (run time too short) |
+| 33a     ||    34.93 |    28.97 |  -17%˄ ||    28.63 |    34.51 |  +21%˄ | (run time too short) |
+| 33b     ||    22.39 |    17.78 |  -21%˄ ||    44.66 |    56.25 |  +26%˄ | (run time too short) |
+| 33c     ||    46.14 |    38.94 |  -16%˄ ||    21.67 |    25.68 |  +18%˄ | (run time too short) |
+| 3a      ||    68.39 |    62.72 |   -8%˄ ||    14.62 |    15.94 |   +9%˄ | (run time too short) |
+| 3b      ||    19.95 |    16.26 |  -18%˄ ||    50.11 |    61.47 |  +23%˄ | (run time too short) |
+| 3c      ||   218.96 |   204.55 |   -7%˄ ||     4.57 |     4.89 |   +7%˄ | (run time too short) |
+| 4a      ||   150.43 |   141.54 |   -6%˄ ||     6.65 |     7.06 |   +6%˄ | (run time too short) |
+| 4b      ||    19.06 |    15.05 |  -21%˄ ||    52.47 |    66.42 |  +27%˄ | (run time too short) |
+| 4c      ||   189.58 |   177.96 |   -6%˄ ||     5.27 |     5.62 |   +7%˄ | (run time too short) |
+| 5a      ||    61.29 |    47.03 |  -23%˄ ||    16.31 |    21.26 |  +30%˄ | (run time too short) |
+| 5b      ||    61.33 |    49.13 |  -20%˄ ||    16.30 |    20.35 |  +25%˄ | (run time too short) |
+| 5c      ||    95.53 |    84.98 |  -11%˄ ||    10.47 |    11.77 |  +12%˄ | (run time too short) |
+| 6a      ||   169.03 |   149.25 |  -12%˄ ||     5.92 |     6.70 |  +13%˄ | (run time too short) |
+| 6b      ||   179.10 |   162.40 |   -9%˄ ||     5.58 |     6.16 |  +10%˄ | (run time too short) |
+| 6c      ||   159.27 |   141.16 |  -11%˄ ||     6.28 |     7.08 |  +13%˄ | (run time too short) |
+| 6d      ||   379.48 |   357.45 |   -6%˄ ||     2.64 |     2.80 |   +6%˄ | (run time too short) |
+| 6e      ||   164.89 |   145.81 |  -12%˄ ||     6.06 |     6.86 |  +13%˄ | (run time too short) |
 | 6f      ||   701.68 |   677.61 |   -3%˄ ||     1.43 |     1.48 |   +4%˄ | (run time too short) |
+| 7a      ||    91.63 |    81.77 |  -11%˄ ||    10.91 |    12.23 |  +12%˄ | (run time too short) |
+| 7b      ||    85.20 |    77.57 |   -9%˄ ||    11.74 |    12.89 |  +10%˄ | (run time too short) |
 | 7c      ||   551.70 |   532.54 |   -3%˄ ||     1.81 |     1.88 |   +4%˄ | (run time too short) |
+| 8a      ||   198.60 |   176.88 |  -11%˄ ||     5.04 |     5.65 |  +12%˄ | (run time too short) |
+| 8b      ||   185.92 |   168.33 |   -9%˄ ||     5.38 |     5.94 |  +10%˄ | (run time too short) |
 | 8c      ||  1796.74 |  1740.66 |   -3%  ||     0.55 |     0.57 |   +3%  |               0.0000 |
+| 8d      ||   480.75 |   442.48 |   -8%˄ ||     2.08 |     2.26 |   +9%˄ | (run time too short) |
 | 9a      ||   256.06 |   248.86 |   -3%˄ ||     3.91 |     4.02 |   +3%˄ | (run time too short) |
+| 9b      ||   163.40 |   140.66 |  -14%˄ ||     6.12 |     7.11 |  +16%˄ | (run time too short) |
 | 9c      ||   306.58 |   298.73 |   -3%˄ ||     3.26 |     3.35 |   +3%˄ | (run time too short) |
 | 9d      ||   436.28 |   443.13 |   +2%˄ ||     2.29 |     2.26 |   -2%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum     || 29774.61 | 27883.69 |   -6%  ||          |          |        |                      |
+| Geomean ||          |          |        ||          |          |  +12%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: -2% || Geometric mean of throughput changes: +2%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkJoinOrder_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_ordered.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkJoinOrder_036d2ca7327d9f76b74cac0f821834d9638f9d3d_mt_ordered.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4                                                                                                                       | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                                       |
 |  benchmark_mode               | Ordered                                                                                                                                                        | Ordered                                                                                                                                                        |
 |  build_type                   | release                                                                                                                                                        | release                                                                                                                                                        |
 |  chunk_indexes                | False                                                                                                                                                          | False                                                                                                                                                          |
 |  chunk_size                   | 65535                                                                                                                                                          | 65535                                                                                                                                                          |
 |  clients                      | 1                                                                                                                                                              | 1                                                                                                                                                              |
 |  compiler                     | clang 17.0.6                                                                                                                                                   | clang 17.0.6                                                                                                                                                   |
 |  cores                        | 64                                                                                                                                                             | 64                                                                                                                                                             |
 |  data_preparation_cores       | 0                                                                                                                                                              | 0                                                                             
10000
                                                                                 |
 |  date                         | 2025-06-06 16:39:20                                                                                                                                            | 2025-06-06 20:23:17                                                                                                                                            |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                                        | None                                                                                                                                                           |
 |  max_duration                 | 60000000000                                                                                                                                                    | 60000000000                                                                                                                                                    |
 |  max_runs                     | 50                                                                                                                                                             | 50                                                                                                                                                             |
 |  time_unit                    | ns                                                                                                                                                             | ns                                                                                                                                                             |
 |  using_scheduler              | True                                                                                                                                                           | True                                                                                                                                                           |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                                           | [64]                                                                                                                                                           |
 |  verify                       | False                                                                                                                                                          | False                                                                                                                                                          |
 |  warmup_duration              | 1000000000                                                                                                                                                     | 1000000000                                                                                                                                                     |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | 10a     ||    37.73 |    37.24 |   -1%˄ ||    26.47 |    26.83 |   +1%˄ | (run time too short) |
+| 10b     ||    18.29 |    17.48 |   -4%˄ ||    54.57 |    57.07 |   +5%˄ | (run time too short) |
 | 10c     ||   119.70 |   118.45 |   -1%˄ ||     8.35 |     8.44 |   +1%˄ | (run time too short) |
 | 11a     ||    10.68 |    10.26 |   -4%˄ ||    93.35 |    97.16 |   +4%˄ | (run time too short) |
 | 11b     ||     8.28 |     8.21 |   -1%˄ ||   120.29 |   121.33 |   +1%˄ | (run time too short) |
 | 11c     ||    22.90 |    22.51 |   -2%˄ ||    43.59 |    44.36 |   +2%˄ | (run time too short) |
 | 11d     ||    26.96 |    26.29 |   -2%˄ ||    37.04 |    37.98 |   +3%˄ | (run time too short) |
 | 12a     ||    21.24 |    20.73 |   -2%˄ ||    46.99 |    48.16 |   +2%˄ | (run time too short) |
 | 12b     ||    12.19 |    11.89 |   -2%˄ ||    81.79 |    83.82 |   +2%˄ | (run time too short) |
 | 12c     ||    50.75 |    49.63 |   -2%˄ ||    19.69 |    20.13 |   +2%˄ | (run time too short) |
 | 13a     ||   133.49 |   129.43 |   -3%˄ ||     7.49 |     7.72 |   +3%˄ | (run time too short) |
 | 13b     ||    91.15 |    90.07 |   -1%˄ ||    10.97 |    11.10 |   +1%˄ | (run time too short) |
 | 13c     ||    15.64 |    15.63 |   -0%˄ ||    63.77 |    63.84 |   +0%˄ | (run time too short) |
 | 13d     ||   370.55 |   360.37 |   -3%˄ ||     2.70 |     2.77 |   +3%˄ | (run time too short) |
 | 14a     ||    57.03 |    55.56 |   -3%˄ ||    17.52 |    17.99 |   +3%˄ | (run time too short) |
 | 14b     ||    71.11 |    71.19 |   +0%˄ ||    14.06 |    14.04 |   -0%˄ | (run time too short) |
+| 14c     ||   117.34 |   111.97 |   -5%˄ ||     8.52 |     8.93 |   +5%˄ | (run time too short) |
 | 15a     ||    29.80 |    28.94 |   -3%˄ ||    33.52 |    34.51 |   +3%˄ | (run time too short) |
 | 15b     ||    24.60 |    24.53 |   -0%˄ ||    40.59 |    40.71 |   +0%˄ | (run time too short) |
+| 15c     ||    22.60 |    21.59 |   -4%˄ ||    44.18 |    46.25 |   +5%˄ | (run time too short) |
 | 15d     ||    28.43 |    27.75 |   -2%˄ ||    35.13 |    35.99 |   +2%˄ | (run time too short) |
 | 16a     ||   825.53 |   807.31 |   -2%˄ ||     1.21 |     1.24 |   +2%˄ | (run time too short) |
 | 16b     ||  2048.09 |  1993.83 |   -3%  ||     0.48 |     0.50 |   +3%  |               0.0000 |
 | 16c     ||   988.49 |   956.10 |   -3%˄ ||     1.01 |     1.05 |   +3%˄ | (run time too short) |
 | 16d     ||   951.47 |   924.60 |   -3%˄ ||     1.05 |     1.08 |   +3%˄ | (run time too short) |
 | 17a     ||   187.65 |   181.12 |   -3%˄ ||     5.33 |     5.52 |   +4%˄ | (run time too short) |
 | 17b     ||   155.23 |   153.72 |   -1%˄ ||     6.44 |     6.50 |   +1%˄ | (run time too short) |
 | 17c     ||   130.82 |   130.71 |   -0%˄ ||     7.64 |     7.65 |   +0%˄ | (run time too short) |
 | 17d     ||   125.35 |   122.04 |   -3%˄ ||     7.98 |     8.19 |   +3%˄ | (run time too short) |
 | 17e     ||   821.77 |   802.71 |   -2%˄ ||     1.22 |     1.25 |   +2%˄ | (run time too short) |
 | 17f     ||   326.08 |   315.83 |   -3%˄ ||     3.07 |     3.17 |   +3%˄ | (run time too short) |
 | 18a     ||    52.62 |    50.79 |   -3%˄ ||    18.99 |    19.68 |   +4%˄ | (run time too short) |
 | 18b     ||    50.10 |    49.44 |   -1%˄ ||    19.95 |    20.21 |   +1%˄ | (run time too short) |
 | 18c     ||    97.10 |   100.77 |   +4%˄ ||    10.29 |     9.92 |   -4%˄ | (run time too short) |
 | 19a     ||   100.40 |    97.93 |   -2%˄ ||     9.96 |    10.21 |   +3%˄ | (run time too short) |
 | 19b     ||    62.56 |    60.54 |   -3%˄ ||    15.97 |    16.51 |   +3%˄ | (run time too short) |
 | 19c     ||   113.73 |   112.48 |   -1%˄ ||     8.79 |     8.89 |   +1%˄ | (run time too short) |
 | 19d     ||   524.91 |   520.33 |   -1%˄ ||     1.90 |     1.92 |   +1%˄ | (run time too short) |
+| 1a      ||     6.36 |     6.06 |   -5%˄ ||   156.42 |   164.11 |   +5%˄ | (run time too short) |
 | 1b      ||     4.47 |     4.33 |   -3%˄ ||   222.07 |   229.34 |   +3%˄ | (run time too short) |
+| 1c      ||     4.00 |     3.82 |   -5%˄ ||   248.10 |   259.75 |   +5%˄ | (run time too short) |
 | 1d      ||     4.95 |     4.75 |   -4%˄ ||   200.79 |   209.28 |   +4%˄ | (run time too short) |
 | 20a     ||    84.34 |    82.56 |   -2%˄ ||    11.85 |    12.11 |   +2%˄ | (run time too short) |
 | 20b     ||    74.90 |    73.88 |   -1%˄ ||    13.34 |    13.53 |   +1%˄ | (run time too short) |
 | 20c     ||    80.12 |    78.06 |   -3%˄ ||    12.48 |    12.80 |   +3%˄ | (run time too short) |
 | 21a     ||    16.74 |    16.40 |   -2%˄ ||    59.60 |    60.84 |   +2%˄ | (run time too short) |
 | 21b     ||    14.98 |    14.66 |   -2%˄ ||    66.62 |    68.07 |   +2%˄ | (run time too short) |
 | 21c     ||    18.71 |    18.15 |   -3%˄ ||    53.33 |    55.00 |   +3%˄ | (run time too short) |
 | 22a     ||    72.34 |    70.72 |   -2%˄ ||    13.82 |    14.13 |   +2%˄ | (run time too short) |
 | 22b     ||    53.00 |    52.61 |   -1%˄ ||    18.85 |    18.99 |   +1%˄ | (run time too short) |
 | 22c     ||   121.52 |   118.07 |   -3%˄ ||     8.23 |     8.47 |   +3%˄ | (run time too short) |
 | 22d     ||   220.92 |   212.68 |   -4%˄ ||     4.53 |     4.70 |   +4%˄ | (run time too short) |
+| 23a     ||    16.46 |    15.39 |   -6%˄ ||    60.63 |    64.84 |   +7%˄ | (run time too short) |
 | 23b     ||    26.83 |    26.07 |   -3%˄ ||    37.23 |    38.30 |   +3%˄ | (run time too short) |
+| 23c     ||    18.55 |    17.19 |   -7%˄ ||    53.80 |    58.05 |   +8%˄ | (run time too short) |
 | 24a     ||    59.95 |    60.58 |   +1%˄ ||    16.67 |    16.49 |   -1%˄ | (run time too short) |
 | 24b     ||    59.65 |    59.81 |   +0%˄ ||    16.75 |    16.71 |   -0%˄ | (run time too short) |
 | 25a     ||    57.44 |    55.99 |   -3%˄ ||    17.40 |    17.85 |   +3%˄ | (run time too short) |
 | 25b     ||    32.69 |    32.05 |   -2%˄ ||    30.55 |    31.17 |   +2%˄ | (run time too short) |
 | 25c     ||   156.64 |   154.31 |   -1%˄ ||     6.38 |     6.48 |   +2%˄ | (run time too short) |
 | 26a     ||    86.09 |    84.62 |   -2%˄ ||    11.61 |    11.81 |   +2%˄ | (run time too short) |
 | 26b     ||    63.96 |    62.51 |   -2%˄ ||    15.62 |    15.99 |   +2%˄ | (run time too short) |
 | 26c     ||   131.54 |   128.76 |   -2%˄ ||     7.60 |     7.76 |   +2%˄ | (run time too short) |
 | 27a     ||    19.62 |    19.22 |   -2%˄ ||    50.88 |    51.93 |   +2%˄ | (run time too short) |
 | 27b     ||    18.03 |    18.08 |   +0%˄ ||    55.34 |    55.20 |   -0%˄ | (run time too short) |
 | 27c     ||    18.21 |    17.59 |   -3%˄ ||    54.81 |    56.75 |   +4%˄ | (run time too short) |
+| 28a     ||   124.97 |   119.28 |   -5%˄ ||     8.00 |     8.38 |   +5%˄ | (run time too short) |
 | 28b     ||    27.56 |    26.76 |   -3%˄ ||    36.23 |    37.32 |   +3%˄ | (run time too short) |
+| 28c     ||   104.98 |    98.99 |   -6%˄ ||     9.52 |    10.10 |   +6%˄ | (run time too short) |
 | 29a     ||    52.38 |    53.53 |   +2%˄ ||    19.08 |    18.67 |   -2%˄ | (run time too short) |
 | 29b     ||   127.00 |   128.92 |   +2%˄ ||     7.87 |     7.75 |   -1%˄ | (run time too short) |
 | 29c     ||    65.23 |    65.27 |   +0%˄ ||    15.32 |    15.31 |   -0%˄ | (run time too short) |
+| 2a      ||    22.48 |    21.19 |   -6%˄ ||    44.42 |    47.14 |   +6%˄ | (run time too short) |
 | 2b      ||    19.66 |    19.41 |   -1%˄ ||    50.79 |    51.44 |   +1%˄ | (run time too short) |
 | 2c      ||    13.86 |    13.41 |   -3%˄ ||    72.01 |    74.39 |   +3%˄ | (run time too short) |
 | 2d      ||    50.75 |    49.93 |   -2%˄ ||    19.69 |    20.01 |   +2%˄ | (run time too short) |
 | 30a     ||    48.49 |    46.46 |   -4%˄ ||    20.61 |    21.50 |   +4%˄ | (run time too short) |
 | 30b     ||    36.77 |    36.01 |   -2%˄ ||    27.17 |    27.74 |   +2%˄ | (run time too short) |
+| 30c     ||   115.95 |   110.72 |   -5%˄ ||     8.62 |     9.03 |   +5%˄ | (run time too short) |
 | 31a     ||    38.45 |    37.88 |   -1%˄ ||    25.98 |    26.37 |   +1%˄ | (run time too short) |
 | 31b     ||    34.22 |    33.69 |   -2%˄ ||    29.19 |    29.65 |   +2%˄ | (run time too short) |
 | 31c     ||    42.64 |    41.80 |   -2%˄ ||    23.43 |    23.90 |   +2%˄ | (run time too short) |
+| 32a     ||     6.42 |     6.01 |   -6%˄ ||   155.01 |   165.59 |   +7%˄ | (run time too short) |
 | 32b     ||    28.97 |    27.77 |   -4%˄ ||    34.47 |    35.97 |   +4%˄ | (run time too short) |
 | 33a     ||    10.52 |    10.21 |   -3%˄ ||    94.71 |    97.63 |   +3%˄ | (run time too short) |
 | 33b     ||     8.35 |     8.24 |   -1%˄ ||   119.21 |   120.82 |   +1%˄ | (run time too short) |
 | 33c     ||    18.46 |    17.79 |   -4%˄ ||    54.07 |    56.11 |   +4%˄ | (run time too short) |
 | 3a      ||    39.12 |    37.57 |   -4%˄ ||    25.54 |    26.59 |   +4%˄ | (run time too short) |
 | 3b      ||     6.41 |     6.36 |   -1%˄ ||   155.32 |   156.43 |   +1%˄ | (run time too short) |
 | 3c      ||    72.44 |    70.84 |   -2%˄ ||    13.80 |    14.11 |   +2%˄ | (run time too short) |
 | 4a      ||    65.37 |    65.15 |   -0%˄ ||    15.29 |    15.34 |   +0%˄ | (run time too short) |
 | 4b      ||     5.28 |     5.46 |   +3%˄ ||   188.17 |   182.03 |   -3%˄ | (run time too short) |
 | 4c      ||    87.30 |    84.11 |   -4%˄ ||    11.45 |    11.89 |   +4%˄ | (run time too short) |
 | 5a      ||    25.35 |    24.92 |   -2%˄ ||    39.40 |    40.06 |   +2%˄ | (run time too short) |
 | 5b      ||    20.19 |    20.31 |   +1%˄ ||    49.44 |    49.15 |   -1%˄ | (run time too short) |
 | 5c      ||    46.63 |    47.77 |   +2%˄ ||    21.43 |    20.91 |   -2%˄ | (run time too short) |
 | 6a      ||    28.63 |    29.30 |   +2%˄ ||    34.88 |    34.09 |   -2%˄ | (run time too short) |
 | 6b      ||    50.23 |    50.09 |   -0%˄ ||    19.89 |    19.95 |   +0%˄ | (run time too short) |
 | 6c      ||    27.13 |    27.35 |   +1%˄ ||    36.81 |    36.52 |   -1%˄ | (run time too short) |
 | 6d      ||   128.79 |   126.87 |   -1%˄ ||     7.76 |     7.88 |   +2%˄ | (run time too short) |
 | 6e      ||    28.52 |    29.54 |   +4%˄ ||    35.01 |    33.81 |   -3%˄ | (run time too short) |
 | 6f      ||   473.06 |   469.59 |   -1%˄ ||     2.11 |     2.13 |   +1%˄ | (run time too short) |
 | 7a      ||    27.39 |    27.27 |   -0%˄ ||    36.45 |    36.62 |   +0%˄ | (run time too short) |
 | 7b      ||    25.97 |    26.13 |   +1%˄ ||    38.45 |    38.22 |   -1%˄ | (run time too short) |
 | 7c      ||   256.90 |   255.85 |   -0%˄ ||     3.89 |     3.91 |   +0%˄ | (run time too short) |
 | 8a      ||    41.18 |    41.13 |   -0%˄ ||    24.26 |    24.29 |   +0%˄ | (run time too short) |
 | 8b      ||    39.57 |    39.89 |   +1%˄ ||    25.24 |    25.04 |   -1%˄ | (run time too short) |
 | 8c      ||  1118.72 |  1080.71 |   -3%˄ ||     0.89 |     0.93 |   +4%˄ | (run time too short) |
 | 8d      ||   274.74 |   265.01 |   -4%˄ ||     3.64 |     3.77 |   +4%˄ | (run time too short) |
 | 9a      ||   131.81 |   130.61 |   -1%˄ ||     7.58 |     7.65 |   +1%˄ | (run time too short) |
 | 9b      ||    74.07 |    72.58 |   -2%˄ ||    13.49 |    13.77 |   +2%˄ | (run time too short) |
 | 9c      ||   149.65 |   146.21 |   -2%˄ ||     6.68 |     6.84 |   +2%˄ | (run time too short) |
 | 9d      ||   359.00 |   356.37 |   -1%˄ ||     2.79 |     2.81 |   +1%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 14996.95 | 14659.08 |   -2%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   +2%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -4% || Geometric mean of throughput changes: +4%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkJoinOrder_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkJoinOrder_036d2ca7327d9f76b74cac0f821834d9638f9d3d_mt.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4                                                                                                               | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                               |
 |  benchmark_mode               | Shuffled                                                                                                                                               | Shuffled                                                                                                                                               |
 |  build_type                   | release                                                                                                                                                | release                                                                                                                                                |
 |  chunk_indexes                | False                                                                                                                                                  | False                                                                                                                                                  |
 |  chunk_size                   | 65535                                                                                                                                                  | 65535                                                                                                                                                  |
 |  clients                      | 64                                                                                                                                                     | 64                                                                                                                                                     |
 |  compiler                     | clang 17.0.6                                                                                                                                           | clang 17.0.6                                                                                                                                           |
 |  cores                        | 64                                                                                                                                                     | 64                                                                                                                                                     |
 |  data_preparation_cores       | 0                                                                                                                                                      | 0                                                                                                                                                      |
 |  date                         | 2025-06-06 16:53:50                                                                                                                                    | 2025-06-06 20:37:31                                                                                                                                    |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                                | None                                                                                                                                                   |
 |  max_duration                 | 1200000000000                                                                                                                                          | 1200000000000                                                                                                                                          |
 |  max_runs                     | -1                                                                                                                                                     | -1                                                                                                                                                     |
 |  time_unit                    | ns                                                                                                                                                     | ns                                                                                                                                                     |
 |  using_scheduler              | True                                                                                                                                                   | True                                                                                                                                                   |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                                   | [64]                                                                                                                                                   |
 |  verify                       | False                                                                                                                                                  | False                                                                                                                                                  |
 |  warmup_duration              | 0                                                                                                                                                      | 0                                                                                                                                                      |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | 10a     ||   186.80 |   189.08 |   +1%  ||     1.17 |     1.22 |   +4%  |  0.8950 |
-| 10b     ||   132.92 |   154.40 |  +16%  ||     1.18 |     1.22 |   +4%  |  0.1984 |
+| 10c     ||   703.35 |   646.15 |   -8%  ||     1.17 |     1.22 |   +4%  |  0.0888 |
 | 11a     ||    92.46 |    93.82 |   +1%  ||     1.17 |     1.22 |   +4%  |  0.9223 |
+| 11b     ||    85.80 |    72.76 |  -15%  ||     1.17 |     1.22 |   +4%  |  0.2164 |
+| 11c     ||   147.26 |   132.29 |  -10%  ||     1.17 |     1.22 |   +4%  |  0.3340 |
+| 11d     ||    96.08 |    91.29 |   -5%  ||     1.17 |     1.22 |   +4%  |  0.6194 |
-| 12a     ||   157.37 |   165.46 |   +5%  ||     1.17 |     1.22 |   +4%  |  0.6168 |
+| 12b     ||    88.45 |    62.06 |  -30%  ||     1.17 |     1.22 |   +4%  |  0.0052 |
+| 12c     ||   345.14 |   314.03 |   -9%  ||     1.17 |     1.22 |   +4%  |  0.1234 |
 | 13a     ||   491.23 |   472.52 |   -4%  ||     1.17 |     1.22 |   +4%  |  0.4307 |
 | 13b     ||   380.65 |   371.52 |   -2%  ||     1.17 |     1.22 |   +4%  |  0.7094 |
 | 13c     ||    85.18 |    83.35 |   -2%  ||     1.17 |     1.22 |   +4%  |  0.8405 |
+| 13d     ||   949.89 |   888.60 |   -6%  ||     1.17 |     1.22 |   +4%  |  0.0244 |
+| 14a     ||   464.95 |   437.96 |   -6%  ||     1.17 |     1.22 |   +4%  |  0.3433 |
-| 14b     ||   420.64 |   464.78 |  +10%  ||     1.17 |     1.22 |   +4%  |  0.1131 |
 | 14c     ||   629.01 |   601.81 |   -4%  ||     1.17 |     1.22 |   +4%  |  0.3695 |
+| 15a     ||   135.10 |   128.07 |   -5%  ||     1.17 |     1.22 |   +4%  |  0.6424 |
+| 15b     ||   141.66 |   106.65 |  -25%  ||     1.17 |     1.22 |   +4%  |  0.0407 |
+| 15c     ||   154.35 |   137.69 |  -11%  ||     1.17 |     1.22 |   +4%  |  0.2495 |
+| 15d     ||   138.98 |   132.32 |   -5%  ||     1.17 |     1.22 |   +4%  |  0.5505 |
 | 16a     ||  1727.91 |  1676.81 |   -3%  ||     1.17 |     1.22 |   +4%  |  0.2053 |
 | 16b     ||  3335.17 |  3256.14 |   -2%  ||     1.17 |     1.22 |   +4%  |  0.0819 |
 | 16c     ||  2019.57 |  1944.83 |   -4%  ||     1.17 |     1.22 |   +4%  |  0.0817 |
 | 16d     ||  1969.79 |  1896.21 |   -4%  ||     1.17 |     1.22 |   +4%  |  0.0843 |
 | 17a     ||   888.25 |   900.18 |   +1%  ||     1.17 |     1.22 |   +4%  |  0.7306 |
+| 17b     ||   713.31 |   642.03 |  -10%  ||     1.17 |     1.22 |   +4%  |  0.0327 |
-| 17c     ||   624.30 |   652.43 |   +5%  ||     1.17 |     1.22 |   +4%  |  0.3752 |
+| 17d     ||   647.79 |   607.54 |   -6%  ||     1.17 |     1.22 |   +4%  |  0.2339 |
+| 17e     ||  1832.00 |  1748.70 |   -5%  ||     1.17 |     1.22 |   +4%  |  0.0426 |
 | 17f     ||  1250.75 |  1235.30 |   -1%  ||     1.17 |     1.22 |   +4%  |  0.7116 |
+| 18a     ||   279.82 |   262.82 |   -6%  ||     1.17 |     1.22 |   +4%  |  0.4275 |
+| 18b     ||   461.79 |   388.29 |  -16%  ||     1.17 |     1.22 |   +4%  |  0.0190 |
+| 18c     ||   745.00 |   644.39 |  -14%  ||     1.17 |     1.22 |   +4%  |  0.0125 |
 | 19a     ||   620.10 |   595.48 |   -4%  ||     1.17 |     1.22 |   +4%  |  0.4815 |
+| 19b     ||   434.22 |   405.62 |   -7%  ||     1.17 |     1.22 |   +4%  |  0.3599 |
 | 19c     ||   650.95 |   641.47 |   -1%  ||     1.17 |     1.22 |   +4%  |  0.7706 |
 | 19d     ||  1419.80 |  1414.64 |   -0%  ||     1.17 |     1.22 |   +4%  |  0.8921 |
 | 1a      ||    39.09 |    38.23 |   -2%  ||     1.17 |     1.22 |   +4%  |  0.8931 |
+| 1b      ||    60.12 |    54.93 |   -9%  ||     1.17 |     1.22 |   +4%  |  0.6089 |
-| 1c      ||    47.76 |    55.05 |  +15%  ||     1.17 |     1.22 |   +4%  |  0.3921 |
+| 1d      ||    28.54 |    24.25 |  -15%  ||     1.17 |     1.22 |   +4%  |  0.2259 |
-| 20a     ||   440.25 |   495.68 |  +13%  ||     1.17 |     1.22 |   +4%  |  0.0452 |
+| 20b     ||   433.02 |   391.29 |  -10%  ||     1.17 |     1.22 |   +4%  |  0.1131 |
 | 20c     ||   428.53 |   410.16 |   -4%  ||     1.17 |     1.22 |   +4%  |  0.4838 |
-| 21a     ||   165.11 |   185.36 |  +12%  ||     1.17 |     1.22 |   +4%  |  0.2552 |
 | 21b     ||   122.41 |   126.75 |   +4%  ||     1.17 |     1.22 |   +4%  |  0.7605 |
+| 21c     ||   189.44 |   180.88 |   -5%  ||     1.17 |     1.22 |   +4%  |  0.6792 |
+| 22a     ||   529.22 |   503.82 |   -5%  ||     1.17 |     1.22 |   +4%  |  0.4323 |
 | 22b     ||   440.87 |   435.17 |   -1%  ||     1.17 |     1.22 |   +4%  |  0.8401 |
+| 22c     ||   703.96 |   669.15 |   -5%  ||     1.17 |     1.22 |   +4%  |  0.2889 |
+| 22d     ||  1068.00 |   954.15 |  -11%  ||     1.17 |     1.22 |   +4%  |  0.0100 |
+| 23a     ||   184.32 |   168.31 |   -9%  ||     1.17 |     1.22 |   +4%  |  0.4389 |
 | 23b     ||   140.42 |   134.34 |   -4%  ||     1.17 |     1.22 |   +4%  |  0.6803 |
+| 23c     ||   170.80 |   156.45 |   -8%  ||     1.17 |     1.22 |   +4%  |  0.3566 |
 | 24a     ||   400.97 |   391.40 |   -2%  ||     1.17 |     1.22 |   +4%  |  0.7179 |
+| 24b     ||   358.21 |   333.63 |   -7%  ||     1.17 |     1.22 |   +4%  |  0.3952 |
+| 25a     ||   452.84 |   403.68 |  -11%  ||     1.17 |     1.22 |   +4%  |  0.0945 |
-| 25b     ||   235.66 |   249.28 |   +6%  ||     1.17 |     1.22 |   +4%  |  0.5469 |
+| 25c     ||  1002.49 |   884.62 |  -12%  ||     1.17 |     1.22 |   +4%  |  0.0028 |
 | 26a     ||   421.46 |   418.61 |   -1%  ||     1.17 |     1.22 |   +4%  |  0.9017 |
+| 26b     ||   257.26 |   240.83 |   -6%  ||     1.17 |     1.22 |   +4%  |  0.3448 |
 | 26c     ||   666.71 |   650.49 |   -2%  ||     1.17 |     1.22 |   +4%  |  0.5920 |
+| 27a     ||   178.33 |   169.70 |   -5%  ||     1.17 |     1.22 |   +4%  |  0.6325 |
 | 27b     ||   163.02 |   162.13 |   -1%  ||     1.17 |     1.22 |   +4%  |  0.9622 |
 | 27c     ||   208.14 |   209.16 |   +0%  ||     1.17 |     1.22 |   +4%  |  0.9635 |
+| 28a     ||   704.22 |   652.65 |   -7%  ||     1.17 |     1.22 |   +4%  |  0.1060 |
+| 28b     ||   311.10 |   235.50 |  -24%  ||     1.17 |     1.22 |   +4%  |  0.0067 |
 | 28c     ||   634.98 |   659.98 |   +4%  ||     1.17 |     1.22 |   +4%  |  0.4438 |
-| 29a     ||   296.06 |   312.33 |   +5%  ||     1.17 |     1.22 |   +4%  |  0.5250 |
 | 29b     ||   374.41 |   376.22 |   +0%  ||     1.17 |     1.22 |   +4%  |  0.9443 |
-| 29c     ||   380.23 |   413.76 |   +9%  ||     1.17 |     1.22 |   +4%  |  0.2613 |
+| 2a      ||   151.13 |   118.99 |  -21%  ||     1.17 |     1.22 |   +4%  |  0.0185 |
+| 2b      ||   133.67 |   102.57 |  -23%  ||     1.17 |     1.22 |   +4%  |  0.0074 |
+| 2c      ||   123.06 |    79.64 |  -35%  ||     1.17 |     1.22 |   +4%  |  0.0034 |
+| 2d      ||   240.95 |   197.85 |  -18%  ||     1.17 |     1.22 |   +4%  |  0.
10000
0026 |
-| 30a     ||   344.19 |   367.70 |   +7%  ||     1.17 |     1.22 |   +4%  |  0.3618 |
-| 30b     ||   336.51 |   375.44 |  +12%  ||     1.17 |     1.22 |   +4%  |  0.1687 |
+| 30c     ||   756.76 |   677.75 |  -10%  ||     1.17 |     1.22 |   +4%  |  0.0432 |
+| 31a     ||   302.44 |   277.10 |   -8%  ||     1.17 |     1.22 |   +4%  |  0.3581 |
-| 31b     ||   266.63 |   278.73 |   +5%  ||     1.17 |     1.22 |   +4%  |  0.6205 |
 | 31c     ||   351.05 |   338.06 |   -4%  ||     1.17 |     1.22 |   +4%  |  0.6557 |
+| 32a     ||    47.91 |    35.54 |  -26%  ||     1.17 |     1.22 |   +4%  |  0.0281 |
+| 32b     ||   167.42 |   146.14 |  -13%  ||     1.17 |     1.22 |   +4%  |  0.0859 |
+| 33a     ||   144.98 |   129.62 |  -11%  ||     1.17 |     1.22 |   +4%  |  0.4498 |
-| 33b     ||    79.74 |    90.03 |  +13%  ||     1.17 |     1.22 |   +4%  |  0.3411 |
+| 33c     ||   164.13 |   135.95 |  -17%  ||     1.17 |     1.22 |   +4%  |  0.1074 |
-| 3a      ||   256.44 |   305.85 |  +19%  ||     1.17 |     1.22 |   +4%  |  0.0349 |
+| 3b      ||    83.80 |    70.69 |  -16%  ||     1.17 |     1.22 |   +4%  |  0.3182 |
+| 3c      ||   499.93 |   452.46 |   -9%  ||     1.17 |     1.22 |   +4%  |  0.0979 |
 | 4a      ||   271.17 |   279.49 |   +3%  ||     1.17 |     1.22 |   +4%  |  0.6742 |
+| 4b      ||    80.31 |    57.63 |  -28%  ||     1.17 |     1.22 |   +4%  |  0.0616 |
 | 4c      ||   307.11 |   305.21 |   -1%  ||     1.17 |     1.22 |   +4%  |  0.9182 |
 | 5a      ||   228.28 |   223.04 |   -2%  ||     1.17 |     1.22 |   +4%  |  0.8237 |
+| 5b      ||   159.50 |   144.58 |   -9%  ||     1.17 |     1.22 |   +4%  |  0.3738 |
+| 5c      ||   378.65 |   331.80 |  -12%  ||     1.17 |     1.22 |   +4%  |  0.1002 |
+| 6a      ||   153.70 |   139.18 |   -9%  ||     1.17 |     1.22 |   +4%  |  0.2729 |
 | 6b      ||   190.78 |   195.30 |   +2%  ||     1.17 |     1.22 |   +4%  |  0.7428 |
 | 6c      ||   137.46 |   133.71 |   -3%  ||     1.17 |     1.22 |   +4%  |  0.8081 |
 | 6d      ||   573.74 |   575.01 |   +0%  ||     1.17 |     1.22 |   +4%  |  0.9642 |
 | 6e      ||   151.68 |   144.91 |   -4%  ||     1.18 |     1.22 |   +4%  |  0.6681 |
 | 6f      ||  1222.37 |  1231.59 |   +1%  ||     1.17 |     1.22 |   +4%  |  0.7599 |
-| 7a      ||   158.90 |   169.56 |   +7%  ||     1.17 |     1.22 |   +4%  |  0.4964 |
+| 7b      ||   176.17 |   135.97 |  -23%  ||     1.17 |     1.22 |   +4%  |  0.0135 |
 | 7c      ||  1064.75 |  1098.56 |   +3%  ||     1.17 |     1.22 |   +4%  |  0.3577 |
 | 8a      ||   186.24 |   187.30 |   +1%  ||     1.18 |     1.22 |   +4%  |  0.9452 |
+| 8b      ||   143.48 |   130.51 |   -9%  ||     1.17 |     1.22 |   +4%  |  0.4141 |
+| 8c      ||  2441.63 |  2308.54 |   -5%  ||     1.17 |     1.22 |   +4%  |  0.0027 |
 | 8d      ||   896.48 |   884.29 |   -1%  ||     1.17 |     1.22 |   +4%  |  0.7113 |
 | 9a      ||   716.78 |   695.17 |   -3%  ||     1.17 |     1.22 |   +4%  |  0.5576 |
 | 9b      ||   401.29 |   401.90 |   +0%  ||     1.17 |     1.22 |   +4%  |  0.9798 |
 | 9c      ||   771.29 |   785.97 |   +2%  ||     1.17 |     1.22 |   +4%  |  0.6633 |
+| 9d      ||  1191.76 |  1135.44 |   -5%  ||     1.17 |     1.22 |   +4%  |  0.1488 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 54339.96 | 52282.15 |   -4%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   +4%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkStarSchema - single-threaded

Sum of avg. item runtimes: -3% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---+---------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkStarSchema_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkStarSchema_036d2ca7327d9f76b74cac0f821834d9638f9d3d_st.json |
 +-------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 0bcfa0250faed47181d2591d19daefc98bfcd5a4                                                                                                                | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                                |
 |  benchmark_mode         | Ordered                                                                                                                                                 | Ordered                                                                                                                                                 |
 |  build_type             | release                                                                                                                                                 | release                                                                                                                                                 |
 |  chunk_indexes          | False                                                                                                                                                   | False                                                                                                                                                   |
 |  chunk_size             | 65535                                                                                                                                                   | 65535                                                                                                                                                   |
 |  clients                | 1                                                                                                                                                       | 1                                                                                                                                                       |
 |  compiler               | clang 17.0.6                                                                                                                                            | clang 17.0.6                                                                                                                                            |
 |  cores                  | 0                                                                                                                                                       | 0                                                                                                                                                       |
 |  data_preparation_cores | 0                                                                                                                                                       | 0                                                                                                                                                       |
 |  date                   | 2025-06-06 17:14:12                                                                                                                                     | 2025-06-06 20:57:51                                                                                                                                     |
-| ≠encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                                                 | None                                                                                                                                                    |
 |  max_duration           | 60000000000                                                                                                                                             | 60000000000                                                                                                                                             |
 |  max_runs               | 50                                                                                                                                                      | 50                                                                                                                                                      |
 |  scale_factor           | 10.0                                                                                                                                                    | 10.0                                                                                                                                                    |
 |  time_unit              | ns                                                                                                                                                      | ns                                                                                                                                                      |
 |  using_scheduler        | False                                                                                                                                                   | False                                                                                                                                                   |
 |  verify                 | False                                                                                                                                                   | False                                                                                                                                                   |
 |  warmup_duration        | 1000000000                                                                                                                                              | 1000000000                                                                                                                                              |
 +-------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |     new |        ||      old |      new |        |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | 1.1     ||   409.50 |  413.05 |   +1%˄ ||     2.44 |     2.42 |   -1%˄ | (run time too short) |
 | 1.2     ||   233.38 |  237.71 |   +2%˄ ||     4.28 |     4.21 |   -2%˄ | (run time too short) |
 | 1.3     ||   228.84 |  231.67 |   +1%˄ ||     4.37 |     4.32 |   -1%˄ | (run time too short) |
 | 2.1     ||   511.45 |  506.18 |   -1%˄ ||     1.96 |     1.98 |   +1%˄ | (run time too short) |
 | 2.2     ||   279.13 |  280.73 |   +1%˄ ||     3.58 |     3.56 |   -1%˄ | (run time too short) |
 | 2.3     ||   176.60 |  178.90 |   +1%˄ ||     5.66 |     5.59 |   -1%˄ | (run time too short) |
+| 3.1     ||  2610.72 | 2511.14 |   -4%  ||     0.37 |     0.38 |   +5%  | (run time too short) |
 | 3.2     ||   281.98 |  277.39 |   -2%˄ ||     3.55 |     3.60 |   +2%˄ | (run time too short) |
 | 3.3     ||   118.55 |  115.87 |   -2%˄ ||     8.43 |     8.63 |   +2%˄ | (run time too short) |
 | 3.4     ||   111.03 |  109.43 |   -1%˄ ||     9.01 |     9.14 |   +1%˄ | (run time too short) |
 | 4.1     ||  2477.05 | 2380.25 |   -4%  ||     0.40 |     0.42 |   +4%  |               0.0000 |
 | 4.2     ||   788.50 |  758.69 |   -4%˄ ||     1.27 |     1.32 |   +4%˄ | (run time too short) |
 | 4.3     ||   215.21 |  209.51 |   -3%˄ ||     4.65 |     4.77 |   +3%˄ | (run time too short) |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum     ||  8441.94 | 8210.52 |   -3%  ||          |          |        |                      |
 | Geomean ||          |         |        ||          |          |   +1%  |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                        |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkStarSchema_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_ordered.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkStarSchema_036d2ca7327d9f76b74cac0f821834d9638f9d3d_mt_ordered.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4                                                                                                                        | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                                        |
 |  benchmark_mode               | Ordered                                                                                                                                                         | Ordered                                                                                                                                                         |
 |  build_type                   | release                                                                                                                                                         | release                                                                                                                                                         |
 |  chunk_indexes                | False                                                                                                                                                           | False                                                                                                                                                           |
 |  chunk_size                   | 65535                                                                                                                                                           | 65535                                                                                                                                                           |
 |  clients                      | 1                                                                                                                                                               | 1                                                                                                                                                               |
 |  compiler                     | clang 17.0.6                                                                                                                                                    | clang 17.0.6                                                                                                                                                    |
 |  cores                        | 64                                                                                                                                                              | 64                                                                                                                                                              |
 |  data_preparation_cores       | 0                                                                                                                                                               | 0                                                                                                                                                               |
 |  date                         | 2025-06-06 17:23:07                                                                                                                                             | 2025-06-06 21:03:11                                                                                                                                             |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                                         | None                                                                                                                                                            |
 |  max_duration                 | 60000000000                                                                                                                                                     | 60000000000                                                                                                                                                     |
 |  max_runs                     | 50                                                                                                                                                              | 50                                                                                                                                                              |
 |  scale_factor                 | 10.0                                                                                                                                                            | 10.0                                                                                                                                                            |
 |  time_unit                    | ns                                                                                                                                                              | ns                                                                                                                                                              |
 |  using_scheduler              | True                                                                                                                                                            | True                                                                                                                                                            |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                                            | [64]                                                                                                                                                            |
 |  verify                       | False                                                                                                                                                           | False                                                                                                                                                           |
 |  warmup_duration              | 1000000000                                                                                                                                                      | 1000000000                                                                                                                                                      |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |     new |        ||      old |      new |        |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | 1.1     ||   126.89 |  127.93 |   +1%˄ ||     7.88 |     7.81 |   -1%˄ | (run time too short) |
 | 1.2     ||    84.48 |   84.74 |   +0%˄ ||    11.83 |    11.80 |   -0%˄ | (run time too short) |
 | 1.3     ||    81.40 |   81.84 |   +1%˄ ||    12.28 |    12.21 |   -1%˄ | (run time too short) |
 | 2.1     ||   329.21 |  331.63 |   +1%˄ ||     3.04 |     3.02 |   -1%˄ | (run time too short) |
 | 2.2     ||   160.35 |  159.04 |   -1%˄ ||     6.23 |     6.29 |   +1%˄ | (run time too short) |
 | 2.3     ||    64.73 |   64.28 |   -1%˄ ||    15.44 |    15.55 |   +1%˄ | (run time too short) |
 | 3.1     ||   799.94 |  801.35 |   +0%˄ ||     1.25 |     1.25 |   -0%˄ | (run time too short) |
 | 3.2     ||   151.57 |  149.27 |   -2%˄ ||     6.60 |     6.70 |   +2%˄ | (run time too short) |
 | 3.3     ||    78.34 |   76.92 |   -2%˄ ||    12.76 |    12.99 |   +2%˄ | (run time too short) |
 | 3.4     ||    70.26 |   69.59 |   -1%˄ ||    14.22 |    14.36 |   +1%˄ | (run time too short) |
 | 4.1     ||   858.68 |  848.51 |   -1%˄ ||     1.16 |     1.18 |   +1%˄ | (run time too short) |
 | 4.2     ||   349.58 |  350.10 |   +0%˄ ||     2.86 |     2.86 |   -0%˄ | (run time too short) |
 | 4.3     ||   111.85 |  111.38 |   -0%˄ ||     8.94 |     8.97 |   +0%˄ | (run time too short) |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum     ||  3267.30 | 3256.58 |   -0%  ||          |          |        |                      |
 | Geomean ||          |         |        ||          |          |   +0%  |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                        |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+---------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkStarSchema_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkStarSchema_036d2ca7327d9f76b74cac0f821834d9638f9d3d_mt.json |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4                                                                                                                | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                                |
 |  benchmark_mode               | Shuffled                                                                                                                                                | Shuffled                                                                                                                                                |
 |  build_type                   | release                                                                                                                                                 | release                                                                                                                                                 |
 |  chunk_indexes                | False                                                                                                                                                   | False                                                                                                                                                   |
 |  chunk_size                   | 65535                                                                                                                                                   | 65535                                                                                                                                                   |
 |  clients                      | 64                                                                                                                                                      | 64                                                                                                                                                      |
 |  compiler                     | clang 17.0.6                                                                                                                                            | clang 17.0.6                                                                                                                                            |
 |  cores                        | 64                                                                                                                                                      | 64                                                                                                                                                      |
 |  data_preparation_cores       | 0                                                                                                                                                       | 0                                                                                                                                                       |
 |  date                         | 2025-06-06 17:26:25                                                                                                                                     | 2025-06-06 21:06:29                                                                                                                                     |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                                 | None                                                                                                                                                    |
 |  max_duration                 | 1200000000000                                                                                                                                           | 1200000000000                                                                                                                                           |
 |  max_runs                     | -1                                                                                                                                                      | -1                                                                                                                                                      |
 |  scale_factor                 | 10.0                                                                                                                                                    | 10.0                                                                                                                                                    |
 |  time_unit                    | ns                                                                                                                                                      | ns                                                                                                                                                      |
 |  using_scheduler              | True                                                                                                                                                    | True                                                                                                                                                    |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                                    | [64]                                                                                                                                                    |
 |  verify                       | False                                                                                                                                                   | False                                                                                                                                                   |
 |  warmup_duration              | 0                                                                                                                                                       | 0                                                                                                                                                       |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | 1.1     ||   851.03 |   858.35 |   +1%  ||     3.7
10000
4 |     3.76 |   +0%  |  0.7196 |
 | 1.2     ||   461.09 |   450.81 |   -2%  ||     3.74 |     3.76 |   +0%  |  0.4457 |
 | 1.3     ||   443.22 |   424.29 |   -4%  ||     3.74 |     3.76 |   +0%  |  0.1640 |
 | 2.1     ||  2156.82 |  2123.89 |   -2%  ||     3.74 |     3.75 |   +0%  |  0.3717 |
 | 2.2     ||  1097.80 |  1082.60 |   -1%  ||     3.74 |     3.76 |   +0%  |  0.5392 |
 | 2.3     ||   357.35 |   361.46 |   +1%  ||     3.74 |     3.76 |   +0%  |  0.7102 |
 | 3.1     ||  3222.74 |  3328.58 |   +3%  ||     3.74 |     3.75 |   +0%  |  0.0027 |
 | 3.2     ||   989.93 |   990.15 |   +0%  ||     3.74 |     3.76 |   +0%  |  0.9921 |
+| 3.3     ||   513.42 |   485.83 |   -5%  ||     3.74 |     3.75 |   +0%  |  0.1285 |
 | 3.4     ||   478.93 |   490.43 |   +2%  ||     3.74 |     3.76 |   +0%  |  0.5253 |
 | 4.1     ||  3201.02 |  3249.13 |   +2%  ||     3.73 |     3.75 |   +0%  |  0.1465 |
 | 4.2     ||  2528.30 |  2454.83 |   -3%  ||     3.74 |     3.75 |   +0%  |  0.0367 |
+| 4.3     ||   771.52 |   711.65 |   -8%  ||     3.74 |     3.76 |   +0%  |  0.0019 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 17073.18 | 17012.00 |   -0%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   +0%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

@Bouncner
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Collaborator
Bouncner commented Jun 8, 2025

I'm assuming JOB means Join Order Benchmark.

yes.

I think that your results may not be useful, because you tested against a commit with FixedStringDictionary. I did run a benchmark with the latest commit (everything dictionary) and will do another run today with the second latest commit (int as FOR).

But I wanted to test FixedString?!???
Everything Dict means Unencoded/Dict, right?
Everything dict is the master.

@Greenscreen23
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Contributor Author

I think that your results may not be useful, because you tested against a commit with FixedStringDictionary. I did run a benchmark with the latest commit (everything dictionary) and will do another run today with the second latest commit (int as FOR).

But I wanted to test FixedString?!??? Everything Dict means Unencoded/Dict, right? Everything dict is the

Ah, then I misunderstood you. I thought we wanted to skip FixedString because the memory footprint was too large. Let's maybe discuss in person after all benchmarks are done what we choose to be the default.

@Greenscreen23
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Comparing FOR for int and everything else dictionary with master:

System

cx28 - click to expand
property value
Hostname cx28
CPU AMD EPYC 7742 64-Core Processor
Memory 496GB
numactl nodebind: 0
numactl membind: 0

Commit Info and Build Time

commit date message build time
6012f29 06.06.2025 21:12 Reduce CI pipeline runtime (#2702) real 758.44 user 2622.78 sys 58.91
8545021 06.06.2025 14:59 Remove fixed string dictionary real 759.61 user 2623.07 sys 58.62

hyriseBenchmarkTPCH - single-threaded, SF 10.0

Sum of avg. item runtimes: -12% || Geometric mean of throughput changes: +11%
Configuration Overview - click to expand
 +Configuration Overview----+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_6012f29ab8781fbfbfef89d55745f7547796caab_st.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_85450217ce7cb6cd090d5efa04b6051fe625caf2_st.json |
 +--------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 6012f29ab8781fbfbfef89d55745f7547796caab                                                                                                          | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                          |
 |  benchmark_mode          | Ordered                                                                                                                                           | Ordered                                                                                                                                           |
 |  build_type              | release                                                                                                                                           | release                                                                                                                                           |
 |  chunk_indexes           | False                                                                                                                                             | False                                                                                                                                             |
 |  chunk_size              | 65535                                                                                                                                             | 65535                                                                                                                                             |
 |  clients                 | 1                                                                                                                                                 | 1                                                                                                                                                 |
 |  clustering              | None                                                                                                                                              | None                                                                                                                                              |
 |  compiler                | clang 17.0.6                                                                                                                                      | clang 17.0.6                                                                                                                                      |
 |  cores                   | 0                                                                                                                                                 | 0                                                                                                                                                 |
 |  data_preparation_cores  | 0                                                                                                                                                 | 0                                                                                                                                                 |
 |  date                    | 2025-06-08 11:37:21                                                                                                                               | 2025-06-08 15:19:54                                                                                                                               |
-| ≠encoding                | {'default': {'encoding': 'Dictionary'}}                                                                                                           | None                                                                                                                                              |
 |  max_duration            | 60000000000                                                                                                                                       | 60000000000                                                                                                                                       |
 |  max_runs                | 50                                                                                                                                                | 50                                                                                                                                                |
 |  scale_factor            | 10.0                                                                                                                                              | 10.0                                                                                                                                              |
 |  time_unit               | ns                                                                                                                                                | ns                                                                                                                                                |
 |  use_prepared_statements | False                                                                                                                                             | False                                                                                                                                             |
 |  using_scheduler         | False                                                                                                                                             | False                                                                                                                                             |
 |  verify                  | False                                                                                                                                             | False                                                                                                                                             |
 |  warmup_duration         | 1000000000                                                                                                                                        | 1000000000                                                                                                                                        |
 +--------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |      new |        ||      old |      new |        |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | TPC-H 01 ||  5696.15 |  5738.62 |   +1%  ||     0.17 |     0.17 |   +0%  | (run time too short) |
 | TPC-H 02 ||    40.47 |    42.07 |   +4%˄ ||    24.71 |    23.77 |   -4%˄ | (run time too short) |
+| TPC-H 03 ||  1349.02 |  1282.88 |   -5%  ||     0.73 |     0.77 |   +5%  |               0.0000 |
 | TPC-H 04 ||  1439.89 |  1409.70 |   -2%  ||     0.68 |     0.70 |   +2%  |               0.0001 |
+| TPC-H 05 ||  2274.63 |  1904.20 |  -16%  ||     0.43 |     0.52 |  +19%  |               0.0000 |
 | TPC-H 06 ||   182.73 |   183.66 |   +1%˄ ||     5.47 |     5.44 |   -1%˄ | (run time too short) |
+| TPC-H 07 ||   724.36 |   619.08 |  -15%˄ ||     1.38 |     1.62 |  +17%˄ | (run time too short) |
+| TPC-H 08 ||   538.79 |   436.67 |  -19%˄ ||     1.86 |     2.29 |  +23%˄ | (run time too short) |
+| TPC-H 09 ||  6165.41 |  4903.50 |  -20%  ||     0.15 |     0.20 |  +33%  | (run time too short) |
+| TPC-H 10 ||  1349.11 |  1256.50 |   -7%  ||     0.73 |     0.78 |   +7%  |               0.0000 |
 | TPC-H 11 ||    48.88 |    50.32 |   +3%˄ ||    20.45 |    19.87 |   -3%˄ | (run time too short) |
+| TPC-H 12 ||   945.02 |   894.81 |   -5%˄ ||     1.06 |     1.12 |   +6%˄ | (run time too short) |
+| TPC-H 13 ||  5843.52 |  4481.95 |  -23%  ||     0.17 |     0.22 |  +30%  | (run time too short) |
+| TPC-H 14 ||   488.20 |   461.49 |   -5%˄ ||     2.05 |     2.17 |   +6%˄ | (run time too short) |
+| TPC-H 15 ||   179.56 |   166.95 |   -7%˄ ||     5.57 |     5.99 |   +8%˄ | (run time too short) |
 | TPC-H 16 ||   515.59 |   524.99 |   +2%˄ ||     1.94 |     1.90 |   -2%˄ | (run time too short) |
+| TPC-H 17 ||   215.93 |   138.36 |  -36%˄ ||     4.63 |     7.23 |  +56%˄ | (run time too short) |
 | TPC-H 18 ||  1676.12 |  1635.77 |   -2%  ||     0.58 |     0.60 |   +3%  | (run time too short) |
+| TPC-H 19 ||   221.41 |   211.33 |   -5%˄ ||     4.52 |     4.73 |   +5%˄ | (run time too short) |
+| TPC-H 20 ||   402.30 |   289.84 |  -28%˄ ||     2.49 |     3.45 |  +39%˄ | (run time too short) |
+| TPC-H 21 ||  4231.15 |  3712.70 |  -12%  ||     0.23 |     0.27 |  +14%  |               0.0000 |
+| TPC-H 22 ||   486.25 |   454.52 |   -7%˄ ||     2.06 |     2.20 |   +7%˄ | (run time too short) |
 +----------++-
10000
---------+----------+--------++----------+----------+--------+----------------------+
+| Sum      || 35014.50 | 30799.90 |  -12%  ||          |          |        |                      |
+| Geomean  ||          |          |        ||          |          |  +11%  |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                         |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - single-threaded, SF 0.01

Sum of avg. item runtimes: -2% || Geometric mean of throughput changes: -2%
Configuration Overview - click to expand
 +Configuration Overview----+-------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_6012f29ab8781fbfbfef89d55745f7547796caab_st_s01.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_85450217ce7cb6cd090d5efa04b6051fe625caf2_st_s01.json |
 +--------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 6012f29ab8781fbfbfef89d55745f7547796caab                                                                                                              | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                              |
 |  benchmark_mode          | Ordered                                                                                                                                               | Ordered                                                                                                                                               |
 |  build_type              | release                                                                                                                                               | release                                                                                                                                               |
 |  chunk_indexes           | False                                                                                                                                                 | False                                                                                                                                                 |
 |  chunk_size              | 65535                                                                                                                                                 | 65535                                                                                                                                                 |
 |  clients                 | 1                                                                                                                                                     | 1                                                                                                                                                     |
 |  clustering              | None                                                                                                                                                  | None                                                                                                                                                  |
 |  compiler                | clang 17.0.6                                                                                                                                          | clang 17.0.6                                                                                                                                          |
 |  cores                   | 0                                                                                                                                                     | 0                                                                                                                                                     |
 |  data_preparation_cores  | 0                                                                                                                                                     | 0                                                                                                                                                     |
 |  date                    | 2025-06-08 11:52:57                                                                                                                                   | 2025-06-08 15:35:02                                                                                                                                   |
-| ≠encoding                | {'default': {'encoding': 'Dictionary'}}                                                                                                               | None                                                                                                                                                  |
 |  max_duration            | 60000000000                                                                                                                                           | 60000000000                                                                                                                                           |
 |  max_runs                | 50                                                                                                                                                    | 50                                                                                                                                                    |
 |  scale_factor            | 0.009999999776482582                                                                                                                                  | 0.009999999776482582                                                                                                                                  |
 |  time_unit               | ns                                                                                                                                                    | ns                                                                                                                                                    |
 |  use_prepared_statements | False                                                                                                                                                 | False                                                                                                                                                 |
 |  using_scheduler         | False                                                                                                                                                 | False                                                                                                                                                 |
 |  verify                  | False                                                                                                                                                 | False                                                                                                                                                 |
 |  warmup_duration         | 1000000000                                                                                                                                            | 1000000000                                                                                                                                            |
 +--------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |     new |        ||      old |      new |        |                      |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | TPC-H 01 ||     5.27 |    5.30 |   +1%˄ ||   189.72 |   188.74 |   -1%˄ | (run time too short) |
 | TPC-H 02 ||     3.31 |    3.45 |   +4%˄ ||   301.69 |   289.38 |   -4%˄ | (run time too short) |
 | TPC-H 03 ||     0.57 |    0.59 |   +4%˄ ||  1754.19 |  1690.61 |   -4%˄ | (run time too short) |
-| TPC-H 04 ||     0.37 |    0.40 |   +8%˄ ||  2681.56 |  2492.19 |   -7%˄ | (run time too short) |
 | TPC-H 05 ||     0.92 |    0.94 |   +2%˄ ||  1084.27 |  1058.56 |   -2%˄ | (run time too short) |
 | TPC-H 06 ||     0.21 |    0.21 |   +1%˄ ||  4816.31 |  4764.86 |   -1%˄ | (run time too short) |
+| TPC-H 07 ||     9.63 |    9.00 |   -7%˄ ||   103.83 |   111.09 |   +7%˄ | (run time too short) |
+| TPC-H 08 ||    13.57 |   12.96 |   -5%˄ ||    73.68 |    77.18 |   +5%˄ | (run time too short) |
-| TPC-H 09 ||     2.86 |    3.15 |  +10%˄ ||   350.01 |   317.64 |   -9%˄ | (run time too short) |
 | TPC-H 10 ||     0.65 |    0.64 |   -2%˄ ||  1528.04 |  1551.43 |   +2%˄ | (run time too short) |
 | TPC-H 11 ||     0.17 |    0.17 |   -2%˄ ||  5776.66 |  5868.81 |   +2%˄ | (run time too short) |
-| TPC-H 12 ||     0.62 |    0.65 |   +5%˄ ||  1615.17 |  1539.82 |   -5%˄ | (run time too short) |
 | TPC-H 13 ||     2.03 |    1.98 |   -2%˄ ||   493.33 |   503.98 |   +2%˄ | (run time too short) |
 | TPC-H 14 ||     0.30 |    0.30 |   -1%˄ ||  3342.02 |  3372.88 |   +1%˄ | (run time too short) |
 | TPC-H 15 ||     1.08 |    1.06 |   -1%˄ ||   927.89 |   937.19 |   +1%˄ | (run time too short) |
 | TPC-H 16 ||     1.88 |    1.87 |   -1%˄ ||   530.72 |   533.87 |   +1%˄ | (run time too short) |
-| TPC-H 17 ||     0.42 |    0.58 |  +39%˄ ||  2381.82 |  1714.93 |  -28%˄ | (run time too short) |
+| TPC-H 18 ||     1.14 |    1.08 |   -6%˄ ||   874.19 |   926.34 |   +6%˄ | (run time too short) |
 | TPC-H 19 ||     4.36 |    4.34 |   -0%˄ ||   229.18 |   230.24 |   +0%˄ | (run time too short) |
+| TPC-H 20 ||     2.39 |    2.21 |   -8%˄ ||   417.97 |   452.19 |   +8%˄ | (run time too short) |
 | TPC-H 21 ||     1.01 |    1.04 |   +3%˄ ||   985.44 |   960.87 |   -2%˄ | (run time too short) |
 | TPC-H 22 ||     1.05 |    1.07 |   +1%˄ ||   946.82 |   934.85 |   -1%˄ | (run time too short) |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum      ||    53.82 |   53.00 |   -2%  ||          |          |        |                      |
 | Geomean  ||          |         |        ||          |          |   -2%  |                      |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                        |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, ordered, 1 client, 64 cores, SF 10.0

Sum of avg. item runtimes: -12% || Geometric mean of throughput changes: +8%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_6012f29ab8781fbfbfef89d55745f7547796caab_mt_ordered.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_85450217ce7cb6cd090d5efa04b6051fe625caf2_mt_ordered.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 6012f29ab8781fbfbfef89d55745f7547796caab                                                                                                                  | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                                  |
 |  benchmark_mode               | Ordered                                                                                                                                                   | Ordered                                                                                                                                                   |
 |  build_type                   | release                                                                                                                                                   | release                                                                                                                                                   |
 |  chunk_indexes                | False                                                                                                                                                     | False                                                                                                                                                     |
 |  chunk_size                   | 65535                                                                                                                                                     | 65535                                                                                                                                                     |
 |  clients                      | 1                                                                                                                                                         | 1                                                                                                                                                         |
 |  clustering                   | None                                                                                                                                                      | None                                                                                                                                                      |
 |  compiler                     | clang 17.0.6                                                                                                                                              | clang 17.0.6                                                                                                                                              |
 |  cores                        | 64                                                                                                                                                        | 64                                                                                                                                                        |
 |  data_preparation_cores       | 0                                                                                                                                                         | 0                                                                                                                                                         |
 |  date                         | 2025-06-08 11:53:22                                                                                                                                       | 2025-06-08 15:35:27                                                                                                                                       |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                                   | None                                                                                                                                                      |
 |  max_duration                 | 60000000000                                                                                                                                               | 60000000000                                                                                                                                               |
 |  max_runs                     | 50                                                                                                                                                        | 50                                                                                                                                                        |
 |  scale_factor                 | 10.0                                                                                                                                                      | 10.0                                                                                                                                                      |
 |  time_unit                    | ns                                                                                                                                                        | ns                                                                                                                                                        |
 |  use_prepared_statements      | False                                                                                                                                                     | False                                                                                                                                                     |
 |  using_scheduler              | True                                                                                                                                                      | True                                                                                                                                                      |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                                      | [64]                                                                                                                                                      |
 |  verify                       | False                                                                                                                                                     | False                                                                                                                                                     |
 |  warmup_duration              | 1000000000                                                                                                                                                | 1000000000                                                                                                                                                |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |      new |        ||      old |      new |        |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | TPC-H 01 ||  4658.45 |  4692.51 |   +1%  ||     0.20 |     0.20 |   +0%  | (run time too short) |
 | TPC-H 02 ||    58.27 |    57.09 |   -2%˄ ||    17.15 |    17.50 |   +2%˄ | (run time too short) |
 | TPC-H 03 ||   649.33 |   633.11 |   -2%˄ ||     1.54 |     1.58 |   +3%˄ | (run time too short) |
 | TPC-H 04 ||   647.55 |   631.05 |   -3%˄ ||     1.54 |     1.58 |   +3%˄ | (run time too short) |
+| TPC-H 05 ||   600.44 |   517.48 |  -14%˄ ||     1.67 |     1.93 |  +16%˄ | (run time too short) |
 | TPC-H 06 ||    65.97 |    67.73 |   +3%˄ ||    15.15 |    14.75 |   -3%˄ | (run time too short) |
 | TPC-H 07 ||   250.50 |   249.45 |   -0%˄ ||     3.99 |     4.01 |   +0%˄ | (run time too short) |
+| TPC-H 08 ||   235.51 |   219.24 |   -7%˄ ||     4.25 |     4.56 |   +7%˄ | (run time too short) |
+| TPC-H 09 ||  2182.63 |  1882.05 |  -14%  ||     0.45 |     0.52 |  +15%  | (run time too short) |
+| TPC-H 10 ||   614.08 |   566.69 |   -8%˄ ||     1.63 |     1.76 |   +8%˄ | (run time too short) |
 | TPC-H 11 ||    67.04 |    68.81 |   +3%˄ ||    14.91 |    14.52 |   -3%˄ | (run time too short) |
+| TPC-H 12 ||   502.15 |   466.71 |   -7%˄ ||     1.99 |     2.14 |   +8%˄ | (run time too short) |
+| TPC-H 13 ||  3528.52 |  1943.07 |  -45%  ||     0.27 |     0.50 |  +88%  | (run time too short) |
 | TPC-H 14 ||   151.99 |   154.49 |   +2%˄ ||     6.58 |     6.47 |   -2%˄ | (run time too short) |
+| TPC-H 15 ||   136.45 |   122.92 |  -10%˄ ||     7.33 |     8.13 |  +11%˄ | (run time too short) |
 | TPC-H 16 ||   573.67 |   553.60 |   -3%˄ ||     1.74 |     1.81 |   +4%˄ | (run time too short) |
+| TPC-H 17 ||    89.52 |    72.17 |  -19%˄ ||    11.17 |    13.85 |  +24%˄ | (run time too short) |
 | TPC-H 18 ||  1687.95 |  1679.00 |   -1%  ||     0.58 |     0.58 |   +0%  | (run time too short) |
-| TPC-H 19 ||   106.68 |   112.21 |   +5%˄ ||     9.37 |     8.91 |   -5%˄ | (run time too short) |
+| TPC-H 20 ||   195.74 |   181.82 |   -7%˄ ||     5.11 |     5.50 |   +8%˄ | (run time too short) |
+| TPC-H 21 ||  1125.61 |  1021.32 |   -9%˄ ||     0.89 |     0.98 |  +10%˄ | (run time too short) |
 | TPC-H 22 ||   162.33 |   156.99 |   -3%˄ ||     6.16 |     6.37 |   +3%˄ | (run time too short) |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum      || 18290.39 | 16049.50 |  -12%  ||          |          |        |                      |
+| Geomean  ||          |          |        ||          |          |   +8%  |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                         |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, shuffled, 64 clients, 64 cores, SF 10.0

Sum of avg. item runtimes: -10% || Geometric mean of throughput changes: +11%
Configuration Overview - click to expand
 +Configuration Overview---------+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_6012f29ab8781fbfbfef89d55745f7547796caab_mt.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_85450217ce7cb6cd090d5efa04b6051fe625caf2_mt.json |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 6012f29ab8781fbfbfef89d55745f7547796caab                                                                                                          | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                          |
 |  benchmark_mode               | Shuffled                                                                                                                                          | Shuffled                                                                                                                                          |
 |  build_type                   | release                                                                                                                                           | release                                                                                                                                           |
 |  chunk_indexes                | False                                                                                                                                             | False                                                                                                                                             |
 |  chunk_size                   | 65535                                                                                                                                             | 65535                                                                                                                                             |
 |  clients                      | 64                                                                                                                                                | 64                                                                                                                                                |
 |  clustering                   | None                                                                                                                                              | None                                                                                                                                              |
 |  compiler                     | clang 17.0.6                                                                                                                                      | clang 17.0.6                                                                                                                                      |
 |  cores                        | 64                                                                                                                                                | 64                                                                                                                                                |
 |  data_preparation_cores       | 0                                                                                                                                                 | 0                                                                                                                                                 |
 |  date                         | 2025-06-08 12:05:01                                                                                                                               | 2025-06-08 15:46:43                                                                                                                               |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                           | None                                                                                                                                              |
 |  max_duration                 | 1200000000000                                                                                                                                     | 1200000000000                                                                                                                                     |
 |  max_runs                     | -1                                                                                                                                                | -1                                                                                                                                                |
 |  scale_factor                 | 10.0                                                                                                                                              | 10.0                                                                                                                                              |
 |  time_unit                    | ns                                                                                                                                                | ns                                                                                                                                                |
 |  use_prepared_statements      | False                                                                                                                                             | False                                                                                                                                             |
 |  using_scheduler              | True                                                                                                                                              | True                                                                                                                                              |
 |  utilized_cores_per_numa_node | [64]                                          
97AE
                                                                                                    | [64]                                                                                                                                              |
 |  verify                       | False                                                                                                                                             | False                                                                                                                                             |
 |  warmup_duration              | 0                                                                                                                                                 | 0                                                                                                                                                 |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+---------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |          ||      old |      new |        ||      old |      new |        |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+
+| TPC-H 01 ||  6105.61 |  6187.08 |   +1%  ||     1.04 |     1.15 |  +10%  |  0.2683 |
+| TPC-H 02 ||   488.89 |   496.63 |   +2%  ||     1.05 |     1.16 |  +11%  |  0.9082 |
+| TPC-H 03 ||  2843.66 |  2531.57 |  -11%  ||     1.05 |     1.16 |  +11%  |  0.0102 |
+| TPC-H 04 ||  2298.26 |  2164.02 |   -6%  ||     1.05 |     1.16 |  +11%  |  0.1576 |
+| TPC-H 05 ||  4305.11 |  3818.47 |  -11%  ||     1.04 |     1.15 |  +10%  |  0.0033 |
+| TPC-H 06 ||   755.96 |   736.48 |   -3%  ||     1.05 |     1.16 |  +10%  |  0.7668 |
+| TPC-H 07 ||  3551.91 |  3032.09 |  -15%  ||     1.05 |     1.15 |  +10%  |  0.0007 |
+| TPC-H 08 ||  2382.57 |  2118.20 |  -11%  ||     1.05 |     1.16 |  +11%  |  0.0365 |
+| TPC-H 09 ||  6073.27 |  5757.24 |   -5%  ||     1.04 |     1.15 |  +11%  |  0.0454 |
+| TPC-H 10 ||  3582.60 |  3186.20 |  -11%  ||     1.04 |     1.16 |  +11%  |  0.0056 |
+| TPC-H 11 ||   517.10 |   508.13 |   -2%  ||     1.05 |     1.16 |  +11%  |  0.8813 |
+| TPC-H 12 ||  2573.65 |  2510.23 |   -2%  ||     1.05 |     1.16 |  +10%  |  0.5771 |
+| TPC-H 13 ||  6891.16 |  4818.63 |  -30%  ||     1.04 |     1.15 |  +11%  |  0.0000 |
+| TPC-H 14 ||  1239.14 |  1143.64 |   -8%  ||     1.05 |     1.16 |  +10%  |  0.2445 |
+| TPC-H 15 ||   741.18 |   562.29 |  -24%  ||     1.05 |     1.16 |  +11%  |  0.0012 |
+| TPC-H 16 ||  2295.35 |  2203.84 |   -4%  ||     1.05 |     1.15 |  +10%  |  0.3788 |
+| TPC-H 17 ||   872.63 |   772.96 |  -11%  ||     1.05 |     1.16 |  +11%  |  0.1850 |
+| TPC-H 18 ||  3626.61 |  3665.86 |   +1%  ||     1.04 |     1.15 |  +11%  |  0.6530 |
+| TPC-H 19 ||  1192.20 |  1098.42 |   -8%  ||     1.05 |     1.16 |  +11%  |  0.3000 |
+| TPC-H 20 ||  1865.45 |  1502.30 |  -19%  ||     1.05 |     1.16 |  +11%  |  0.0007 |
+| TPC-H 21 ||  5505.42 |  4958.15 |  -10%  ||     1.04 |     1.15 |  +10%  |  0.0013 |
+| TPC-H 22 ||  1094.55 |  1143.62 |   +4%  ||     1.05 |     1.16 |  +10%  |  0.5716 |
 +----------++----------+----------+--------++----------+----------+--------+---------+
+| Sum      || 60802.28 | 54916.07 |  -10%  ||          |          |        |         |
+| Geomean  ||          |          |        ||          |          |  +11%  |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - single-threaded

Sum of avg. item runtimes: +3% || Geometric mean of throughput changes: -7%
Configuration Overview - click to expand
 +Configuration Overview---+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCDS_6012f29ab8781fbfbfef89d55745f7547796caab_st.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCDS_85450217ce7cb6cd090d5efa04b6051fe625caf2_st.json |
 +-------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 6012f29ab8781fbfbfef89d55745f7547796caab                                                                                                           | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                           |
 |  benchmark_mode         | Ordered                                                                                                                                            | Ordered                                                                                                                                            |
 |  build_type             | release                                                                                                                                            | release                                                                                                                                            |
 |  chunk_indexes          | False                                                                                                                                              | False                                                                                                                                              |
 |  chunk_size             | 65535                                                                                                                                              | 65535                                                                                                                                              |
 |  clients                | 1                                                                                                                                                  | 1                                                                                                                                                  |
 |  compiler               | clang 17.0.6                                                                                                                                       | clang 17.0.6                                                                                                                                       |
 |  cores                  | 0                                                                                                                                                  | 0                                                                                                                                                  |
 |  data_preparation_cores | 0                                                                                                                                                  | 0                                                                                                                                                  |
 |  date                   | 2025-06-08 12:26:27                                                                                                                                | 2025-06-08 16:08:13                                                                                                                                |
-| ≠encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                                            | None                                                                                                                                               |
 |  max_duration           | 60000000000                                                                                                                                        | 60000000000                                                                                                                                        |
 |  max_runs               | 50                                                                                                                                                 | 50                                                                                                                                                 |
 |  time_unit              | ns                                                                                                                                                 | ns                                                                                                                                                 |
 |  using_scheduler        | False                                                                                                                                              | False                                                                                                                                              |
 |  verify                 | False                                                                                                                                              | False                                                                                                                                              |
 |  warmup_duration        | 1000000000                                                                                                                                         | 1000000000                                                                                                                                         |
 +-------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 01      ||   217.13 |   202.75 |   -7%˄ ||     4.61 |     4.93 |   +7%˄ | (run time too short) |
+| 03      ||    64.75 |    52.52 |  -19%˄ ||    15.44 |    19.04 |  +23%˄ | (run time too short) |
+| 06      ||   197.78 |   181.88 |   -8%˄ ||     5.06 |     5.50 |   +9%˄ | (run time too short) |
-| 07      ||   278.34 |   293.76 |   +6%˄ ||     3.59 |     3.40 |   -5%˄ | (run time too short) |
-| 09      ||   732.32 |  1357.77 |  +85%˄ ||     1.37 |     0.73 |  -46%˄ | (run time too short) |
-| 10      ||   129.69 |   161.90 |  +25%˄ ||     7.71 |     6.18 |  -20%˄ | (run time too short) |
 | 13      ||   488.71 |   505.20 |   +3%˄ ||     2.05 |     1.98 |   -3%˄ | (run time too short) |
 | 15      ||   119.73 |   122.34 |   +2%˄ ||     8.35 |     8.17 |   -2%˄ | (run time too short) |
-| 16      ||    59.84 |    73.16 |  +22%˄ ||    16.71 |    13.67 |  -18%˄ | (run time too short) |
+| 17      ||   331.77 |   290.49 |  -12%˄ ||     3.01 |     3.44 |  +14%˄ | (run time too short) |
-| 19      ||   102.64 |   110.44 |   +8%˄ ||     9.74 |     9.05 |   -7%˄ | (run time too short) |
 | 25      ||   176.39 |   177.17 |   +0%˄ ||     5.67 |     5.64 |   -0%˄ | (run time too short) |
 | 26      ||   128.73 |   130.21 |   +1%˄ ||     7.77 |     7.68 |   -1%˄ | (run time too short) |
-| 28      ||   587.62 |  1145.50 |  +95%˄ ||     1.70 |     0.87 |  -49%˄ | (run time too short) |
 | 29      ||   476.34 |   462.81 |   -3%˄ ||     2.10 |     2.16 |   +3%˄ | (run time too short) |
-| 31      ||  1286.89 |  1347.53 |   +5%  ||     0.77 |     0.73 |   -4%  |               0.0000 |
-| 32      ||    31.27 |    39.14 |  +25%˄ ||    31.98 |    25.55 |  -20%˄ | (run time too short) |
-| 34      ||   152.11 |   170.84 |  +12%˄ ||     6.57 |     5.85 |  -11%˄ | (run time too short) |
 | 35      ||   612.14 |   634.18 |   +4%˄ ||     1.63 |     1.58 |   -3%˄ | (run time too short) |
-| 37      ||   746.39 |  1216.07 |  +63%˄ ||     1.34 |     0.82 |  -39%˄ | (run time too short) |
-| 39a     ||  1661.21 |  1780.11 |   +7%  ||     0.60 |     0.55 |   -8%  | (run time too short) |
-| 39b     ||  1649.53 |  1761.92 |   +7%  ||     0.60 |     0.57 |   -6%  |               0.0000 |
 | 41      ||   281.38 |   279.16 |   -1%˄ ||     3.55 |     3.58 |   +1%˄ | (run time too short) |
-| 42      ||    81.05 |    94.15 |  +16%˄ ||    12.34 |    10.62 |  -14%˄ | (run time too short) |
 | 43      ||   968.11 |   997.31 |   +3%˄ ||     1.03 |     1.00 |   -3%˄ | (run time too short) |
+| 45      ||   122.76 |   106.09 |  -14%˄ ||     8.15 |     9.43 |  +16%˄ | (run time too short) |
 | 48      ||  1044.94 |  1067.61 |   +2%˄ ||     0.96 |     0.94 |   -2%˄ | (run time too short) |
 | 50      ||   123.26 |   120.98 |   -2%˄ ||     8.11 |     8.27 |   +2%˄ | (run time too short) |
-| 52      ||    79.61 |    91.93 |  +15%˄ ||    12.56 |    10.88 |  -13%˄ | (run time too short) |
-| 55      ||    74.99 |    87.32 |  +16%˄ ||    13.33 |    11.45 |  -14%˄ | (run time too short) |
 | 62      ||   530.99 |   531.05 |   +0%˄ ||     1.88 |     1.88 |   -0%˄ | (run time too short) |
 | 65      ||  1826.16 |  1772.99 |   -3%  ||     0.53 |     0.55 |   +3%  | (run time too short) |
-| 69      ||   139.99 |   167.56 |  +20%˄ ||     7.14 |     5.97 |  -16%˄ | (run time too short) |
-| 73      ||    78.86 |    96.92 |  +23%˄ ||    12.68 |    10.32 |  -19%˄ | (run time too short) |
 | 79      ||   487.87 |   492.49 |   +1%˄ ||     2.05 |     2.03 |   -1%˄ | (run time too short) |
 | 81      ||   150.03 |   143.81 |   -4%˄ ||     6.67 |     6.95 |   +4%˄ | (run time too short) |
-| 82      ||   795.55 |  1254.92 |  +58%˄ ||     1.26 |     0.78 |  -38%˄ | (run time too short) |
 | 83      ||    39.00 |    39.64 |   +2%˄ ||    25.64 |    25.22 |   -2%˄ | (run time too short) |
+| 84      ||    13.86 |    12.09 |  -13%˄ ||    72.13 |    82.67 |  +15%˄ | (run time too short) |
+| 85      ||   160.74 |   153.79 |   -4%˄ ||     6.22 |     6.50 |   +5%˄ | (run time too short) |
-| 88      ||   645.37 |   777.04 |  +20%˄ ||     1.55 |     1.29 |  -17%˄ | (run time too short) |
+| 91      ||    17.96 |    16.74 |   -7%˄ ||    55.66 |    59.73 |   +7%˄ | (run time too short) |
+| 92      ||    35.88 |    32.56 |   -9%˄ ||    27.87 |    30.71 |  +10%˄ | (run time too short) |
+| 93      ||  3700.14 |  2319.87 |  -37%  ||     0.27 |     0.42 |  +56%  | (run time too short) |
-| 94      ||    35.16 |    43.34 |  +23%˄ ||    28.44 |    23.07 |  -19%˄ | (run time too short) |
 | 95      ||  4694.43 |  4822.90 |   +3%  ||     0.20 |     0.20 |   +0%  | (run time too short) |
-| 96      ||    60.43 |    80.44 |  +33%˄ ||    16.55 |    12.43 |  -25%˄ | (run time too short) |
+| 97      ||  3839.15 |  3418.44 |  -11%  ||     0.25 |     0.28 |  +13%  | (run time too short) |
 | 99      ||  1034.89 |  1049.66 |   +1%˄ ||     0.97 |     0.95 |   -1%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 31293.86 | 32288.52 |   +3%  ||          |          |        |                      |
-| Geomean ||          |          |        ||          |          |   -7%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: -2% || Geometric mean of throughput changes: -0%
Configuration Overview - click to expand
 +Configuration Overview---------+------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCDS_6012f29ab8781fbfbfef89d55745f7547796caab_mt_ordered.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCDS_85450217ce7cb6cd090d5efa04b6051fe625caf2_mt_ordered.json |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 6012f29ab8781fbfbfef89d55745f7547796caab                                                                                                                   | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                                   |
 |  benchmark_mode               | Ordered                                                                                                                                                    | Ordered                                                                                                                                                    |
 |  build_type                   | release                                                                                                                                                    | release                                                                                                                                                    |
 |  chunk_indexes                | False                                                                                                                                                      | False                                                                                                                                                      |
 |  chunk_size                   | 65535                                                                                                                                                      | 65535                                                                                                                                                      |
 |  clients                      | 1                                                                                                                                                          | 1                                                                                                                                                          |
 |  compiler                     | clang 17.0.6                                                                                                                                               | clang 17.0.6                                                                                                                                               |
 |  cores                        | 64                                                                                                                                                         | 64                                                                                                                                                         |
 |  data_preparation_cores       | 0                                                                                                                                                          | 0                                                                                                                                                          |
 |  date                         | 2025-06-08 12:45:34                                                                                                                                        | 2025-06-08 16:29:11                                                                                                                                        |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                                    | None                                                                                                                                                       |
 |  max_duration                 | 60000000000                                                                                                                                                | 60000000000                                                                                                                                                |
 |  max_runs                     | 50                                                                                                                                                         | 50                                                                                                                                                         |
 |  time_unit                    | ns                                                                                                                                                         | ns                                                                                                                                                         |
 |  using_scheduler              | True                                                                                                                                                       | True                                                                                                                                                       |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                                       | [64]                                                                                                                                                       |
 |  verify                       | False                                                                                                                                                      | False                                                                                                                                                      |
 |  warmup_duration              | 1000000000                                                                                                                                                 | 1000000000                                                                                                                                                 |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 01      ||   230.12 |   219.84 |   -4%˄ ||     4.34 |     4.55 |   +5%˄ | (run time too short) |
+| 03      ||    33.37 |    30.78 |   -8%˄ ||    29.93 |    32.45 |   +8%˄ | (run time too short) |
+| 06      ||   189.70 |   167.66 |  -12%˄ ||     5.27 |     5.96 |  +13%˄ | (run time too short) |
 | 07      ||   185.43 |   188.56 |   +2%˄ ||     5.39 |     5.30 |   -2%˄ | (run time too short) |
-| 09      ||   111.12 |   150.17 |  +35%˄ ||     9.00 |     6.66 |  -26%˄ | (run time too short) |
-| 10      ||    36.33 |    40.59 |  +12%˄ ||    27.50 |    24.61 |  -10%˄ | (run time too short) |
 | 13      ||   252.66 |   246.68 |   -2%˄ ||     3.96 |     4.05 |   +2%˄ | (run time too short) |
 | 15      ||    74.18 |    74.08 |   -0%˄ ||    13.47 |    13.49 |   +0%˄ | (run time too short) |
 | 16      ||    30.94 |    31.72 |   +3%˄ ||    32.28 |    31.49 |   -2%˄ | (run time too short) |
+| 17      ||   141.36 |   120.61 |  -15%˄ ||     7.07 |     8.29 |  +17%˄ | (run time too short) |
 | 19      ||    70.20 |    71.45 |   +2%˄ ||    14.24 |    13.99 |   -2%˄ | (run time too short) |
+| 25      ||   103.25 |    91.00 |  -12%˄ ||     9.68 |    10.99 |  +13%˄ | (run time too short) |
 | 26      ||    89.06 |    91.36 |   +3%˄ ||    11.22 |    10.94 |   -3%˄ | (run time too short) |
-| 28      ||   148.75 |   161.14 |   +8%˄ ||     6.72 |     6.20 |   -8%˄ | (run time too short) |
+| 29      ||   444.98 |   412.46 |   -7%˄ ||     2.25 |     2.42 |   +8%˄ | (run time too short) |
-| 31      ||   457.94 |   487.81 |   +7%˄ ||     2.18 |     2.05 |   -6%˄ | (run time too short) |
 | 32      ||    30.80 |    30.17 |   -2%˄ ||    32.43 |    33.11 |   +2%˄ | (run time too short) |
 | 34      ||    94.57 |    96.67 |   +2%˄ ||    10.57 |    10.34 |   -2%˄ | (run time too short) |
 | 35      ||   377.10 |   367.63 |   -3%˄ ||     2.65 |     2.72 |   +3%˄ | (run time too short) |
-| 37      ||   199.35 |   251.52 |  +26%˄ ||     5.02 |     3.98 |  -21%˄ | (run time too short) |
 | 39a     ||   716.90 |   688.41 |   -4%˄ ||     1.39 |     1.45 |   +4%˄ | (run time too short) |
 | 39b     ||   699.56 |   723.58 |   +3%˄ ||     1.43 |     1.38 |   -3%˄ | (run time too short) |
 | 41      ||   365.87 |   358.00 |   -2%˄ ||     2.73 |     2.79 |   +2%˄ | (run time too short) |
-| 42      ||    48.32 |    52.96 |  +10%˄ ||    20.68 |    18.87 |   -9%˄ | (run time too short) |
 | 43      ||   442.58 |   449.52 |   +2%˄ ||     2.26 |     2.22 |   -2%˄ | (run time too short) |
 | 45      ||    55.33 |    53.77 |   -3%˄ ||    18.06 |    18.58 |   +3%˄ | (run time too short) |
 | 48      ||   507.60 |   507.56 |   -0%˄ ||     1.97 |     1.97 |   +0%˄ | (run time too short) |
 | 50      ||   103.73 |   105.29 |   +2%˄ ||     9.64 |     9.49 |   -1%˄ | (run time too short) |
-| 52      ||    52.53 |    56.11 |   +7%˄ ||    19.02 |    17.81 |   -6%˄ | (run time too short) |
-| 55      ||    45.34 |    49.60 |   +9%˄ ||    22.04 |    20.14 |   -9%˄ | (run time too short) |
 | 62      ||   352.46 |   347.43 |   -1%˄ ||     2.84 |     2.88 |   +1%˄ | (run time too short) |
 | 65      ||  1460.64 |  1451.26 |   -1%  ||     0.68 |     0.68 |   +0%  |               0.2095 |
 | 69      ||    70.66 |    72.84 |   +3%˄ ||    14.14 |    13.72 |   -3%˄ | (run time too short) |
-| 73      ||    54.30 |    58.02 |   +7%˄ ||    18.41 |    17.23 |   -6%˄ | (run time too short) |
 | 79      ||   474.67 |   463.84 |   -2%˄ ||     2.11 |     2.16 |   +2%˄ | (run time too short) |
 | 81      ||   172.84 |   172.70 |   -0%˄ ||     5.78 |     5.79 |   +0%˄ | (run time too short) |
-| 82      ||   231.38 |   281.17 |  +22%˄ ||     4.32 |     3.56 |  -18%˄ | (run time too short) |
+| 83      ||    47.01 |    44.96 |   -4%˄ ||    21.25 |    22.22 |   +5%˄ | (run time too short) |
+| 84      ||    10.13 |     9.31 |   -8%˄ ||    98.40 |   107.06 |   +9%˄ | (run time too short) |
+| 85      ||    70.95 |    67.59 |   -5%˄ ||    14.09 |    14.79 |   +5%˄ | (run time too short) |
-| 88      ||    84.45 |    90.65 |   +7%˄ ||    11.84 |    11.03 |   -7%˄ | (run time too short) |
+| 91      ||    18.01 |    17.01 |   -6%˄ ||    55.42 |    58.66 |   +6%˄ | (run time too short) |
+| 92      ||    41.80 |    36.21 |  -13%˄ ||    23.90 |    27.59 |  +15%˄ | (run time too short) |
+| 93      ||   749.47 |   545.29 |  -27%˄ ||     1.33 |     1.83 |  +37%˄ | (run time too short) |
 | 94      ||    30.62 |    31.96 |   +4%˄ ||    32.62 |    31.26 |   -4%˄ | (run time too short) |
 | 95      ||   703.91 |   704.82 |   +0%˄ ||     1.42 |     1.42 |   -0%˄ | (run time too short) |
 | 96      ||    47.64 |    49.10 |   +3%˄ ||    20.98 |    20.35 |   -3%˄ | (run time too short) |
+| 97      ||  1371.56 |  1296.49 |   -5%  ||     0.72 |     0.77 |   +7%  | (run time too short) |
 | 99      ||   574.08 |   564.11 |   -2%˄ ||     1.74 |     1.77 |   +2%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 12905.52 | 12681.44 |   -2%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   -0%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -2% || Geometric mean of throughput changes: +2%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCDS_6012f29ab8781fbfbfef89d55745f7547796caab_mt.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCDS_85450217ce7cb6cd090d5efa04b6051fe625caf2_mt.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 6012f29ab8781fbfbfef89d55745f7547796caab                                                                                                           | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                           |
 |  benchmark_mode               | Shuffled                                                                                                                                           | Shuffled                                                                                                                                           |
 |  build_type                   | release                                                                                                                                            | release                                                                                                                                            |
 |  chunk_indexes                | False                                                                                                                                              | False                                                                                                                                              |
 |  chunk_size                   | 65535                                                                                                                                              | 65535                                                                                                                                              |
 |  clients                      | 64                                                                                                                                                 | 64                                                                                                                                                 |
 |  compiler                     | clang 17.0.6                                                                                                                                       | clang 17.0.6                                                                                                                                       |
 |  cores                        | 64                                                                                                                                                 | 64                                                                                                                                                 |
 |  data_preparation_cores       | 0                                                                                                                                                  | 0                                                                                                                                                  |
 |  date                         | 2025-06-08 12:57:28                                                                                                                                | 2025-06-08 16:41:00                                                                                                                                |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                            | None                                                                                                                                               |
 |  max_duration                 | 1200000000000                                                                                                                                      | 1200000000000                                                                                                                                      |
 |  max_runs                     | -1                                                                                                                                                 | -1                                                                                                                                                 |
 |  time_unit                    | ns                                                                                                                                                 | ns                                                                                                                                                 |
 |  using_scheduler              | True                                                                                                                                               | True                                                                                                                                               |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                               | [64]                                                                                                                                               |
 |  verify                       | False                                                                                                                                              | False                                                                                                                                              |
 |  warmup_duration              | 0                                                                                                                                                  | 0                                                                                                                                                  |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| 01      ||   846.98 |   756.34 |  -11%  ||     1.00 |     1.02 |   +2%  |  0.0873 |
+| 03      ||   298.19 |   236.26 |  -21%  ||     1.00 |     1.02 |   +2%  |  0.0589 |
 | 06      ||   928.05 |   892.52 |   -4%  ||     1.00 |     1.02 |   +2%  |  0.5651 |
+| 07      ||  1008.06 |   959.94 |   -5%  ||     1.00 |     1.02 |   +2%  |  0.3709 |
-| 09      ||   864.75 |  1073.94 |  +24%  ||     1.00 |     1.02 |   +2%  |  0.0020 |
 | 10      ||   876.01 |   849.35 |   -3%  ||     1.00 |     1.02 |   +2%  |  0.6986 |
+| 13      ||  1790.15 |  1677.70 |   -6%  ||     1.00 |     1.02 |   +2%  |  0.1506 |
+| 15      ||   579.71 |   493.51 |  -15%  ||     1.00 |     1.02 |   +2%  |  0.0907 |
-| 16      ||   435.06 |   488.19 |  +12%  ||     1.00 |     1.02 |   +2%  |  0.2370 |
+| 17      ||  1448.49 |  1325.08 |   -9%  ||     1.00 |     1.02 |   +2%  |  0.0983 |
 | 19      ||   664.83 |   671.68 |   +1%  ||     1.00 |     1.02 |   +2%  |  0.8867 |
+| 25      ||  1066.35 |   950.48 |  -11%  ||     1.00 |     1.02 |   +2%  |  0.0927 |
 | 26      ||   531.34 |   545.41 |   +3%  ||     1.00 |     1.02 |   +2%  |  0.7670 |
-| 28      ||  1638.72 |  1804.08 |  +10%  ||     1.00 |     1.02 |   +2%  |  0.0817 |
+| 29      ||  1893.16 |  1758.34 |   -7%  ||     1.00 |     1.02 |   +2%  |  0.0997 |
 | 31      ||  2669.94 |  2687.13 |   +1%  ||     1.00 |     1.02 |   +2%  |  0.8743 |
+| 32      ||   232.08 |   203.98 |  -12%  ||     1.00 |     1.02 |   +2%  |  0.4283 |
 | 34      ||   746.88 |   759.75 |   +2%  ||     1.00 |     1.02 |   +2%  |  0.7886 |
+| 35      ||  2279.05 |  2128.86 |   -7%  ||     1.00 |     1.02 |   +2%  |  0.0905 |
-| 37      ||   910.32 |  1033.73 |  +14%  ||     1.00 |     1.02 |   +2%  |  0.0305 |
 | 39a     ||  2819.81 |  2907.69 |   +3%  ||     1.00 |     1.02 |   +2%  |  0.2954 |
 | 39b     ||  2763.13 |  2882.63 |   +4%  ||     1.00 |     1.02 |   +1%  |  0.1540 |
 | 41      ||  1949.01 |  1978.00 |   +1%  ||     1.00 |     1.02 |   +2%  |  0.7402 |
-| 42      ||   489.65 |   521.24 |   +6%  ||     1.00 |     1.02 |   +2%  |  0.4614 |
 | 43      ||  1592.67 |  1556.17 |   -2%  ||     1.00 |     1.02 |   +2%  |  0.5911 |
+| 45      ||   873.39 |   727.46 |  -17%  ||     1.00 |     1.02 |   +2%  |  0.0120 |
 | 48      ||  2630.77 |  2724.37 |   +4%  ||     1.00 |     1.02 |   +2%  |  0.3393 |
 | 50      ||  1098.88 |  1093.47 |   -0%  ||     1.00 |     1.02 |   +2%  |  0.9313 |
+| 52      ||   560.59 |   531.39 |   -5%  ||     1.00 |     1.02 |   +1%  |  0.5164 |
 | 55      ||   469.45 |   464.48 |   -1%  ||     1.00 |     1.02 |   +2%  |  0.8999 |
 | 62      ||  1107.31 |  1134.38 |   +2%  ||     1.00 |     1.02 |   +2%  |  0.6266 |
 | 65      ||  4440.29 |  4447.98 |   +0%  ||     1.00 |     1.02 |   +2%  |  0.9184 |
 | 69      ||  1142.16 |  1101.94 |   -4%  ||     1.00 |     1.02 |   +2%  |  0.6169 |
 | 73      ||   571.25 |   592.52 |   +4%  ||     1.00 |     1.02 |   +2%  |  0.6929 |
 | 79      ||  1626.90 |  1629.17 |   +0%  ||     1.00 |     1.02 |   +2%  |  0.9746 |
+| 81      ||   672.88 |   562.97 |  -16%  ||     1.00 |     1.02 |   +2%  |  0.0149 |
-| 82      ||  1070.48 |  1146.66 |   +7%  ||     1.00 |     1.02 |   +2%  |  0.1718 |
+| 83      ||   328.83 |   290.64 |  -12%  ||     1.00 |     1.02 |   +2%  |  0.3040 |
+| 84      ||   132.70 |   120.33 |   -9%  ||     1.00 |     1.02 |   +2%  |  0.5954 |
-| 85      ||   881.54 |   962.63 |   +9%  ||     1.00 |     1.02 |   +2%  |  0.2519 |
 | 88      ||  2694.61 |  2689.65 |   -0%  ||     1.00 |     1.02 |   +2%  |  0.9660 |
+| 91      ||   206.13 |   174.46 |  -15%  ||     1.00 |     1.02 |   +2%  |  0.2107 |
+| 92      ||   328.85 |   264.64 |  -20%  ||     1.00 |     1.02 |   +2%  |  0.0658 |
+| 93      ||  2205.13 |  1758.70 |  -20%  ||     1.00 |     1.02 |   +2%  |  0.0000 |
-| 94      ||   452.36 |   513.22 |  +13%  ||     1.00 |     1.02 |   +1%  |  0.2429 |
 | 95      ||  2292.85 |  2320.47 |   +1%  ||     1.00 |     1.02 |   +2%  |  0.7422 |
+| 96      ||   502.35 |   461.19 |   -8%  ||     1.00 |     1.02 |   +2%  |  0.3757 |
+| 97      ||  4519.90 |  4282.52 |   -5%  ||     1.00 |     1.02 |   +2%  |  0.0170 |
 | 99      ||  1426.00 |  1427.77 |   +0%  ||     1.00 |     1.02 |   +2%  |  0.9747 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 63558.00 | 62565.02 |   -2%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   +2%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - single-threaded

Sum of avg. item runtimes: +15% || Geometric mean of throughput changes: -15%
Configuration Overview - click to expand
 +Configuration Overview---+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCC_6012f29ab8781fbfbfef89d55745f7547796caab_st.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCC_85450217ce7cb6cd090d5efa04b6051fe625caf2_st.json |
 +-------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 6012f29ab8781fbfbfef89d55745f7547796caab                                                                                                          | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                          |
 |  benchmark_mode         | Shuffled                                                                                                                                          | Shuffled                                                                                                                                          |
 |  build_type             | release                                                                                                                                           | release                                                                                                                                           |
 |  chunk_indexes          | False                                                                                                                                             | False                                                                                                                                             |
 |  chunk_size             | 65535                                                                                                                                             | 65535                                                                                                                                             |
 |  clients                | 1                                                                                                                                                 | 1                                                                                                                                                 |
 |  compiler               | clang 17.0.6                                                                                                                                      | clang 17.0.6                                                                                                                                      |
 |  cores                  | 0                                                                                                                                                 | 0                                                                                                                                                 |
 |  data_preparation_cores | 0                                                                                                                                                 | 0                                                                                                                                                 |
 |  date                   | 2025-06-08 13:17:45                                                                                                                               | 2025-06-08 17:01:17                                                                                                                               |
-| ≠encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                                           | None                                                                                                                                              |
 |  max_duration           | 60000000000                                                                                                                                       | 60000000000                                                                                                                                       |
 |  max_runs               | -1                                                                                                                                                | -1                                                                                                                                                |
 |  scale_factor           | 10                                                                                                                                                | 10                                                                                                                                                |
 |  time_unit              | ns                                                                                                                                                | ns                                                                                                                                                |
 |  using_scheduler        | False                                                                                                                                             | False                                                                                                                                             |
 |  verify                 | False                                                                                                                                             | False                                                                                                                                             |
 |  warmup_duration        | 0                                                                                                                                                 | 0                                                                                                                                                 |
 +-------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
-| Delivery     ||    24.99 |   28.79 |  +15%  ||     5.73 |     4.85 |  -15%  |  0.0000 |
-| New-Order    ||    11.84 |   13.80 |  +16%  ||    60.35 |    53.15 |  -12%  |  0.0000 |
-| Order-Status ||     1.15 |    1.40 |  +21%  ||     5.48 |     4.40 |  -20%  |  0.0000 |
-| Payment      ||     2.17 |    2.19 |   +1%  ||    56.66 |    49.70 |  -12%  |  0.0417 |
-| Stock-Level  ||     1.91 |    2.16 |  +13%  ||     5.43 |     4.52 |  -17%  |  0.0000 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
-| Sum          ||    42.07 |   48.34 |  +15%  ||          |          |        |         |
-| Geomean      ||          |         |        ||          |          |  -15%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 64 clients, 10 warehouses, 64 cores (high contention)

Sum of avg. item runtimes: -3% || Geometric mean of throughput changes: +3%
Configuration Overview - click to expand
 +Configuration Overview---------+------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCC_6012f29ab8781fbfbfef89d55745f7547796caab_mt_highcont.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCC_85450217ce7cb6cd090d5efa04b6051fe625caf2_mt_highcont.json |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 6012f29ab8781fbfbfef89d55745f7547796caab                                                                                                                   | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                                   |
 |  benchmark_mode               | Shuffled                                                                                                                                                   | Shuffled                                                                                                                                                   |
 |  build_type                   | release                                                                                                                                                    | release                                                                                                                                                    |
 |  chunk_indexes                | False                                                                                                                                                      | False                                                                                                                                                      |
 |  chunk_size                   | 65535                                                                                                                                                      | 65535                                                                                                                                                      |
 |  clients                      | 64                                                                                                                                                         | 64                                                                                                                                                         |
 |  compiler                     | clang 17.0.6                                                                                                                                               | clang 17.0.6                                                                                                                                               |
 |  cores                        | 64                                                                                                                                                         | 64                                                                                                                                                         |
 |  data_preparation_cores       | 0                                                                                                                                                          | 0                                                                                                                                                          |
 |  date                         | 2025-06-08 13:18:51                                                                                                                                        | 2025-06-08 17:02:24                                                                                                                                        |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                                    | None                                                                                                                                                       |
 |  max_duration                 | 600000000000                                                                                                                                               | 600000000000                                                                                                                                               |
 |  max_runs                     | -1                                                                                                                                                         | -1                                                                                                                                                         |
 |  scale_factor                 | 10                                                                                                                                                         | 10                                                                                                                                                         |
 |  time_unit                    | ns                                                                                                                                                         | ns                                                                                                                                                         |
 |  using_scheduler              | True                                                                                                                                                       | True                                                                                                                                                       |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                                       | [64]                                                                                                                                                       |
 |  verify                       | False                                                                                                                                                      | False                                                                                                                                                      |
 |  warmup_duration              | 0                                                                                                                                                          | 0                                                                                                                                                          |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Delivery     ||   184.23 |  178.52 |   -3%  ||    33.25 |    34.11 |   +3%  |  0.0000 |
 |    unsucc.:  ||     3.48 |    3.58 |   +3%  ||    50.10 |    51.31 |   +2%  |         |
 | New-Order    ||    94.49 |   93.24 |   -1%  ||   467.66 |   477.20 |   +2%  |  0.0000 |
 |    unsucc.:  ||     8.57 |    8.28 |   -3%  ||   473.40 |   485.48 |   +3%  |         |
 | Order-Status ||     9.68 |    9.35 |   -3%  ||    83.37 |    85.82 |   +3%  |  0.0039 |
+| Payment      ||    15.98 |   14.88 |   -7%  ||   235.76 |   246.49 |   +5%  |  0.0000 |
 |    unsucc.:  ||     5.47 |    5.24 |   -4%  ||   662.36 |   672.49 |   +2%  |         |
+| Stock-Level  ||    14.23 |   13.52 |   -5%  ||    83.52 |    85.53 |   +2%  |  0.0001 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||   318.61 |  309.50 |   -3%  ||          |          |        |         |
 | Geomean      ||          |         |        ||          |          |   +3%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 10 clients, 10 warehouses, 64 cores (low contention)

Sum of avg. item runtimes: +4% || Geometric mean of throughput changes: -4%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCC_6012f29ab8781fbfbfef89d55745f7547796caab_mt_lowcont.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCC_85450217ce7cb6cd090d5efa04b6051fe625caf2_mt_lowcont.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 6012f29ab8781fbfbfef89d55745f7547796caab                                                                                                                  | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                                  |
 |  benchmark_mode               | Shuffled                                                                                                                                                  | Shuffled                                                                                                                                                  |
 |  build_type                   | release                                                                                                                                                   | release                                                                                                                                                   |
 |  chunk_indexes                | False                                                                                                                                                     | False                                                                                                                                                     |
 |  chunk_size                   | 65535                                                                                                                                                     | 65535                                                                                                                                                     |
 |  clients                      | 10                                                                                                                                                        | 10                                                                                                                                                        |
 |  compiler                     | clang 17.0.6                                                                                                                                              | clang 17.0.6                                                                                                                                              |
 |  cores                        | 64                                                                                                                                                        | 64                                                                                                                                                        |
 |  data_preparation_cores       | 0                                                                                                                                                         | 0                                                                                                                                                         |
 |  date                         | 2025-06-08 13:29:03                                                                                                                                       | 2025-06-08 17:12:36                                                                                                                                       |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                                   | None                                                                                                                                                      |
 |  max_duration                 | 600000000000                                                                                                                                              | 600000000000                                                                                                                                              |
 |  max_runs                     | -1                                                                                                                                                        | -1                                                                                                                                                        |
 |  scale_factor                 | 10                                                                                                                                                        | 10                                                                                                                                                        |
 |  time_unit                    | ns                                                                                                                                                        | ns                                                                                                                                                        |
 |  using_scheduler              | True                                                                                                                                                      | True                                                                                                                                                      |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                                      | [64]                                                                                                                                                      |
 |  verify                       | False                                                                                                                                                     | False                                                                                                                                                     |
 |  warmup_duration              | 0                                                                                                                                                         | 0                                                                                                                                                         |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Delivery     ||    74.58 |   77.06 |   +3%  ||    16.75 |    16.33 |   -2%  |  0.0000 |
 |    unsucc.:  ||     0.83 |    0.96 |  +17%  ||     2.18 |     2.03 |   -7%  |         |
-| New-Order    ||    37.05 |   39.21 |   +6%  ||   192.73 |   183.67 |   -5%  |  0.0000 |
 |    unsucc.:  ||     3.34 |    3.44 |   +3%  ||    18.48 |    17.52 |   -5%  |         |
-| Order-Status ||     4.10 |    4.36 |   +6%  ||    18.59 |    17.72 |   -5%  |  0.0000 |
 | Payment      ||     7.79 |    7.75 |   -1%  ||   164.74 |   157.85 |   -4%  |  0.0000 |
 |    unsucc.:  ||     1.98 |    1.99 |   +1%  ||    36.26 |    33.75 |   -7%  |         |
 | Stock-Level  ||     5.54 |    5.48 |   -1%  ||    18.49 |    17.79 |   -4%  |  0.0000 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||   129.07 |  133.86 |   +4%  ||          |          |        |         |
 | Geomean      ||          |         |        ||          |          |   -4%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - single-threaded

Sum of avg. item runtimes: -7% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---+--------------------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkJoinOrder_6012f29ab8781fbfbfef89d55745f7547796caab_st.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkJoinOrder_85450217ce7cb6cd090d5efa04b6051fe625caf2_st.json |
 +-------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 6012f29ab8781fbfbfef89d55745f7547796caab                                                                                                               | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                               |
 |  benchmark_mode         | Ordered                                                                                                                                                | Ordered                                                                                                                                                |
 |  build_type             | release                                                                                                                                                | release                                                                                                                                                |
 |  chunk_indexes          | False                                                                                                                                                  | False                                                                                                                                                  |
 |  chunk_size             | 65535                                                                                                                                                  | 65535                                                                                                                                                  |
 |  clients                | 1                                                                                                                                                      | 1                                                                                                                                                      |
 |  compiler               | clang 17.0.6                                                                                                                                           | clang 17.0.6                                                                                                                                           |
 |  cores                  | 0                                                                                                                                                      | 0                                                                                                                                                      |
 |  data_preparation_cores | 0                                                                                                                                                      | 0                                                                                                                                                      |
 |  date                   | 2025-06-08 13:39:11                                                                                                                                    | 2025-06-08 17:22:43                                                                                                                                    |
-| ≠encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                                                | None                                                                                                                                                   |
 |  max_duration           | 60000000000                                                                                                                                            | 60000000000                                                                                                                                            |
 |  max_runs               | 50                                                                                                                                                     | 50                                                                                                                                                     |
 |  time_unit              | ns                                                                                                                                                     | ns                                                                                                                                                     |
 |  using_scheduler        | False                                                                                                                                                  | False                                                                                                                                                  |
 |  verify                 | False                                                                                                                                                  | False                                                                                                                                                  |
 |  warmup_duration        | 1000000000                                                                                                                                             | 1000000000                                                                                                                                             |
 +-------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | 10a     ||   107.33 |   106.60 |   -1%˄ ||     9.32 |     9.38 |   +1%˄ | (run time too short) |
+| 10b     ||    67.70 |    64.25 |   -5%˄ ||    14.77 |    15.56 |   +5%˄ | (run time too short) |
+| 10c     ||   330.02 |   298.54 |  -10%˄ ||     3.03 |     3.35 |  +11%˄ | (run time too short) |
-| 11a     ||    29.84 |    36.82 |  +23%˄ ||    33.51 |    27.16 |  -19%˄ | (run time too short) |
-| 11b     ||    24.81 |    31.17 |  +26%˄ ||    40.29 |    32.08 |  -20%˄ | (run time too short) |
 | 11c     ||    24.65 |    24.75 |   +0%˄ ||    40.57 |    40.40 |   -0%˄ | (run time too short) |
 | 11d     ||    23.56 |    23.45 |   -0%˄ ||    42.44 |    42.65 |   +0%˄ | (run time too short) |
-| 12a     ||    31.56 |    45.81 |  +45%˄ ||    31.68 |    21.83 |  -31%˄ | (run time too short) |
-| 12b     ||    28.12 |    32.13 |  +14%˄ ||    35.56 |    31.12 |  -12%˄ | (run time too short) |
-| 12c     ||    71.84 |    76.66 |   +7%˄ ||    13.92 |    13.04 |   -6%˄ | (run time too short) |
 | 13a     ||   185.16 |   184.46 |   -0%˄ ||     5.40 |     5.42 |   +0%˄ | (run time too short) |
 | 13b     ||   234.84 |   239.62 |   +2%˄ ||     4.26 |     4.17 |   -2%˄ | (run time too short) |
-| 13c     ||    32.16 |    38.16 |  +19%˄ ||    31.09 |    26.20 |  -16%˄ | (run time too short) |
 | 13d     ||   519.55 |   525.16 |   +1%˄ ||     1.92 |     1.90 |   -1%˄ | (run time too short) |
 | 14a     ||   100.05 |    99.05 |   -1%˄ ||     9.99 |    10.10 |   +1%˄ | (run time too short) |
 | 14b     ||   108.28 |   112.42 |   +4%˄ ||     9.24 |     8.89 |   -4%˄ | (run time too short) |
 | 14c     ||   178.39 |   183.34 |   +3%˄ ||     5.61 |     5.45 |   -3%˄ | (run time too short) |
 | 15a     ||    52.99 |    54.93 |   +4%˄ ||    18.87 |    18.20 |   -4%˄ | (run time too short) |
-| 15b     ||    56.59 |    71.51 |  +26%˄ ||    17.67 |    13.98 |  -21%˄ | (run time too short) |
-| 15c     ||    42.86 |    45.42 |   +6%˄ ||    23.33 |    22.02 |   -6%˄ | (run time too short) |
 | 15d     ||    40.13 |    41.33 |   +3%˄ ||    24.91 |    24.19 |   -3%˄ | (run time too short) |
+| 16a     ||  1383.23 |  1221.31 |  -12%  ||     0.72 |     0.82 |  +14%  |               0.0000 |
+| 16b     ||  2594.48 |  2384.03 |   -8%  ||     0.38 |     0.42 |   +9%  |               0.0000 |
+| 16c     ||  1565.33 |  1378.32 |  -12%  ||     0.63 |     0.72 |  +13%  |               0.0000 |
+| 16d     ||  1519.18 |  1341.12 |  -12%  ||     0.65 |     0.73 |  +13%  |               0.0000 |
+| 17a     ||   452.27 |   380.76 |  -16%˄ ||     2.21 |     2.63 |  +19%˄ | (run time too short) |
+| 17b     ||   360.27 |   298.61 |  -17%˄ ||     2.78 |     3.35 |  +21%˄ | (run time too short) |
+| 17c     ||   339.26 |   281.81 |  -17%˄ ||     2.95 |     3.55 |  +20%˄ | (run time too short) |
+| 17d     ||   406.54 |   348.94 |  -14%˄ ||     2.46 |     2.87 |  +17%˄ | (run time too short) |
+| 17e     ||  1625.23 |  1448.34 |  -11%  ||     0.60 |     0.68 |  +14%  | (run time too short) |
+| 17f     ||   908.71 |   821.19 |  -10%˄ ||     1.10 |     1.22 |  +11%˄ | (run time too short) |
-| 18a     ||   133.71 |   142.70 |   +7%˄ ||     7.48 |     7.01 |   -6%˄ | (run time too short) |
-| 18b     ||   104.81 |   115.76 |  +10%˄ ||     9.54 |     8.64 |   -9%˄ | (run time too short) |
 | 18c     ||   191.76 |   188.82 |   -2%˄ ||     5.21 |     5.30 |   +2%˄ | (run time too short) |
-| 19a     ||   209.98 |   235.46 |  +12%˄ ||     4.76 |     4.25 |  -11%˄ | (run time too short) |
-| 19b     ||   173.95 |   194.06 |  +12%˄ ||     5.75 |     5.15 |  -10%˄ | (run time too short) |
-| 19c     ||   250.70 |   263.81 |   +5%˄ ||     3.99 |     3.79 |   -5%˄ | (run time too short) |
 | 19d     ||   721.05 |   719.47 |   -0%˄ ||     1.39 |     1.39 |   +0%˄ | (run time too short) |
 | 1a      ||    10.14 |    10.37 |   +2%˄ ||    98.57 |    96.41 |   -2%˄ | (run time too short) |
-| 1b      ||    16.17 |    28.85 |  +78%˄ ||    61.84 |    34.66 |  -44%˄ | (run time too short) |
-| 1c      ||    16.45 |    20.07 |  +22%˄ ||    60.77 |    49.83 |  -18%˄ | (run time too short) |
 | 1d      ||     9.47 |     9.84 |   +4%˄ ||   105.55 |   101.59 |   -4%˄ | (run time too short) |
+| 20a     ||   529.26 |   505.22 |   -5%˄ ||     1.89 |     1.98 |   +5%˄ | (run time too short) |
+| 20b     ||   566.78 |   541.17 |   -5%˄ ||     1.76 |     1.85 |   +5%˄ | (run time too short) |
+| 20c     ||   375.07 |   336.21 |  -10%˄ ||     2.67 |     2.97 |  +12%˄ | (run time too short) |
-| 21a     ||    45.58 |    52.55 |  +15%˄ ||    21.94 |    19.03 |  -13%˄ | (run time too short) |
-| 21b     ||    35.52 |    45.10 |  +27%˄ ||    28.15 |    22.17 |  -21%˄ | (run time too short) |
 | 21c     ||    41.80 |    41.92 |   +0%˄ ||    23.92 |    23.85 |   -0%˄ | (run time too short) |
 | 22a     ||   172.27 |   172.67 |   +0%˄ ||     5.80 |     5.79 |   -0%˄ | (run time too short) |
 | 22b     ||   154.91 |   154.16 |   -0%˄ ||     6.46 |     6.49 |   +0%˄ | (run time too short) |
+| 22c     ||   237.77 |   226.92 |   -5%˄ ||     4.21 |     4.41 |   +5%˄ | (run time too short) |
+| 22d     ||   364.05 |   346.16 |   -5%˄ ||     2.75 |     2.89 |   +5%˄ | (run time too short) |
 | 23a     ||    47.54 |    46.65 |   -2%˄ ||    21.03 |    21.43 |   +2%˄ | (run time too short) |
 | 23b     ||    54.81 |    52.81 |   -4%˄ ||    18.25 |    18.94 |   +4%˄ | (run time too short) |
 | 23c     ||    50.71 |    49.36 |   -3%˄ ||    19.72 |    20.26 |   +3%˄ | (run time too short) |
+| 24a     ||   227.56 |   205.91 |  -10%˄ ||     4.39 |     4.86 |  +11%˄ | (run time too short) |
+| 24b     ||   212.23 |   191.38 |  -10%˄ ||     4.71 |     5.23 |  +11%˄ | (run time too short) |
+| 25a     ||   109.94 |    96.10 |  -13%˄ ||     9.10 |    10.41 |  +14%˄ | (run time too short) |
+| 25b     ||    71.17 |    62.90 |  -12%˄ ||    14.05 |    15.90 |  +13%˄ | (run time too short) |
+| 25c     ||   245.36 |   222.62 |   -9%˄ ||     4.08 |     4.49 |  +10%˄ | (run time too short) |
+| 26a     ||   173.76 |   134.25 |  -23%˄ ||     5.75 |     7.45 |  +29%˄ | (run time too short) |
+| 26b     ||   145.99 |   118.49 |  -19%˄ ||     6.85 |     8.44 |  +23%˄ | (run time too short) |
+| 26c     ||   321.83 |   242.63 |  -25%˄ ||     3.11 |     4.12 |  +33%˄ | (run time too short) |
-| 27a     ||    38.78 |    44.66 |  +15%˄ ||    25.78 |    22.39 |  -13%˄ | (run time too short) |
-| 27b     ||    26.92 |    31.65 |  +18%˄ ||    37.14 |    31.59 |  -15%˄ | (run time too short) |
+| 27c     ||    41.68 |    36.87 |  -12%˄ ||    23.99 |    27.12 |  +13%˄ | (run time too short) |
+| 28a     ||   201.30 |   192.33 |   -4%˄ ||     4.97 |     5.20 |   +5%˄ | (run time too short) |
 | 28b     ||    74.09 |    75.59 |   +2%˄ ||    13.50 |    13.23 |   -2%˄ | (run time too short) |
 | 28c     ||   177.31 |   170.42 |   -4%˄ ||     5.64 |     5.87 |   +4%˄ | (run time too short) |
+| 29a     ||   185.09 |   171.92 |   -7%˄ ||     5.40 |     5.82 |   +8%˄ | (run time too short) |
 | 29b     ||   762.16 |   753.48 |   -1%˄ ||     1.31 |     1.33 |   +1%˄ | (run time too short) |
+| 29c     ||   228.44 |   216.63 |   -5%˄ ||     4.38 |     4.62 |   +5%˄ | (run time too short) |
+| 2a      ||    29.54 |    28.09 |   -5%˄ ||    33.85 |    35.60 |   +5%˄ | (run time too short) |
 | 2b      ||    27.09 |    26.14 |   -4%˄ ||    36.91 |    38.25 |   +4%˄ | (run time too short) |
 | 2c      ||    22.62 |    22.46 |   -1%˄ ||    44.21 |    44.51 |   +1%˄ | (run time too short) |
+| 2d      ||    56.88 |    54.04 |   -5%˄ ||    17.58 |    18.50 |   +5%˄ | (run time too short) |
+| 30a     ||    96.16 |    85.65 |  -11%˄ ||    10.40 |    11.67 |  +12%˄ | (run time too short) |
+| 30b     ||    98.02 |    88.79 |   -9%˄ ||    10.20 |    11.26 |  +10%˄ | (run time too short) |
+| 30c     ||   165.37 |   146.57 |  -11%˄ ||     6.05 |     6.82 |  +13%˄ | (run time too short) |
+| 31a     ||    85.72 |    75.54 |  -12%˄ ||    11.67 |    13.24 |  +13%˄ | (run time too short) |
+| 31b     ||    84.50 |    74.22 |  -12%˄ ||    11.83 |    13.47 |  +14%˄ | (run time too short) |
+| 31c     ||    97.41 |    84.42 |  -13%˄ ||    10.27 |    11.85 |  +15%˄ | (run time too short) |
+| 32a     ||    15.45 |    13.78 |  -11%˄ ||    64.72 |    72.55 |  +12%˄ | (run time too short) |
+| 32b     ||    36.15 |    32.42 |  -10%˄ ||    27.66 |    30.84 |  +12%˄ | (run time too short) |
-| 33a     ||    35.94 |    50.14 |  +40%˄ ||    27.82 |    19.94 |  -28%˄ | (run time too short) |
-| 33b     ||    23.56 |    28.94 |  +23%˄ ||    42.44 |    34.55 |  -19%˄ | (run time too short) |
-| 33c     ||    47.39 |    55.30 |  +17%˄ ||    21.10 |    18.08 |  -14%˄ | (run time too short) |
+| 3a      ||    71.02 |    67.17 |   -5%˄ ||    14.08 |    14.89 |   +6%˄ | (run time too short) |
-| 3b      ||    19.65 |    23.36 |  +19%˄ ||    50.88 |    42.80 |  -16%˄ | (run time too short) |
+| 3c      ||   222.15 |   208.42 |   -6%˄ ||     4.50 |     4.80 |   +7%˄ | (run time too short) |
 | 4a      ||   148.92 |   149.96 |   +1%˄ ||     6.71 |     6.67 |   -1%˄ | (run time too short) |
-| 4b      ||    18.44 |    22.81 |  +24%˄ ||    54.21 |    43.84 |  -19%˄ | (run time too short) |
 | 4c      ||   187.79 |   186.29 |   -1%˄ ||     5.33 |     5.37 |   +1%˄ | (run time too short) |
 | 5a      ||    53.70 |    51.99 |   -3%˄ ||    18.62 |    19.23 |   +3%˄ | (run time too short) |
-| 5b      ||    52.01 |    55.09 |   +6%˄ ||    19.23 |    18.15 |   -6%˄ | (run time too short) |
+| 5c      ||    91.65 |    84.87 |   -7%˄ ||    10.91 |    11.78 |   +8%˄ | (run time too short) |
+| 6a      ||   154.19 |   131.22 |  -15%˄ ||     6.49 |     7.62 |  +18%˄ | (run time too short) |
+| 6b      ||   165.63 |   141.21 |  -15%˄ ||     6.04 |     7.08 |  +17%˄ | (run time too short) |
+| 6c      ||   144.38 |   119.89 |  -17%˄ ||     6.93 |     8.34 |  +20%˄ | (run time too short) |
+| 6d      ||   366.60 |   326.87 |  -11%˄ ||     2.73 |     3.06 |  +12%˄ | (run time too short) |
+| 6e      ||   151.39 |   123.41 |  -18%˄ ||     6.61 |     8.10 |  +23%˄ | (run time too short) |
+| 6f      ||   701.58 |   634.33 |  -10%˄ ||     1.43 |     1.58 |  +11%˄ | (run time too short) |
-| 7a      ||    89.46 |   113.24 |  +27%˄ ||    11.18 |     8.83 |  -21%˄ | (run time too short) |
-| 7b      ||    83.09 |   106.68 |  +28%˄ ||    12.03 |     9.37 |  -22%˄ | (run time too short) |
 | 7c      ||   553.60 |   536.20 |   -3%˄ ||     1.81 |     1.86 |   +3%˄ | (run time too short) |
+| 8a      ||   182.79 |   171.79 |   -6%˄ ||     5.47 |     5.82 |   +6%˄ | (run time too short) |
 | 8b      ||   170.61 |   175.04 |   +3%˄ ||     5.86 |     5.71 |   -3%˄ | (run time too short) |
+| 8c      ||  1804.63 |  1722.71 |   -5%  ||     0.55 |     0.57 |   +3%  | (run time too short) |
 | 8d      ||   479.07 |   472.54 |   -1%˄ ||     2.09 |     2.12 |   +1%˄ | (run time too short) |
+| 9a      ||   265.15 |   227.46 |  -14%˄ ||     3.77 |     4.40 |  +17%˄ | (run time too short) |
+| 9b      ||   151.03 |   143.96 |   -5%˄ ||     6.62 |     6.95 |   +5%˄ | (run time too short) |
+| 9c      ||   316.40 |   269.37 |  -15%˄ ||     3.16 |     3.71 |  +17%˄ | (run time too short) |
+| 9d      ||   459.70 |   416.26 |   -9%˄ ||     2.18 |     2.40 |  +10%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum     || 29229.22 | 27256.54 |   -7%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   +1%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: -5% || Geometric mean of throughput changes: +2%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkJoinOrder_6012f29ab8781fbfbfef89d55745f7547796caab_mt_ordered.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkJoinOrder_85450217ce7cb6cd090d5efa04b6051fe625caf2_mt_ordered.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 6012f29ab8781fbfbfef89d55745f7547796caab                                                                                                                       | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                                       |
 |  benchmark_mode               | Ordered                                                                                                                                                        | Ordered                                                                                                                                                        |
 |  build_type                   | release                                                                                                                                                        | release                                                                                                                                                        |
 |  chunk_indexes                | False                                                                                                                                                          | False                                                                                                                                                          |
 |  chunk_size                   | 65535                                                                                                                                                          | 65535                                                                                                                                                          |
 |  clients                      | 1                                                                                                                                                              | 1                                                                                                                                                              |
 |  compiler                     | clang 17.0.6                                                                                                                                                   | clang 17.0.6                                                                                                                                                   |
 |  cores                        | 64                                                                                                                                                             | 64                                                                                                                                                             |
 |  data_preparation_cores       | 0                                                                                                                                                              | 0                                                                                                                                                              |
 |  date                         | 2025-06-08 14:03:23                                                                                                                                            | 2025-06-08 17:46:07                                                                                                                                            |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                                        | None                                                                                                                                                           |
 |  max_duration                 | 60000000000                                                                                                                                                    | 60000000000                                                                                                                                                    |
 |  max_runs                     | 50                                                                                                                                                             | 50                                                                                                                                                             |
 |  time_unit                    | ns                                                                                                                                                             | ns                                                                                                                                                             |
 |  using_scheduler              | True                                                                                                                                                           | True                                                                                                                                                           |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                                           | [64]                                                                                                                                                           |
 |  verify                       | False                                                                                                                                                          | False                                                                                                                                                          |
 |  warmup_duration              | 1000000000                                                                                                                                                     | 1000000000                                                                                                                                                     |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | 10a     ||    37.96 |    37.27 |   -2%˄ ||    26.32 |    26.80 |   +2%˄ | (run time too short) |
+| 10b     ||    18.28 |    17.47 |   -4%˄ ||    54.58 |    57.13 |   +5%˄ | (run time too short) |
+| 10c     ||   119.62 |   105.65 |  -12%˄ ||     8.36 |     9.46 |  +13%˄ | (run time too short) |
 | 11a     ||    10.57 |    10.53 |   -0%˄ ||    94.28 |    94.61 |   +0%˄ | (run time too short) |
 | 11b     ||     8.36 |     8.47 |   +1%˄ ||   119.15 |   117.58 |   -1%˄ | (run time too short) |
 | 11c     ||    22.97 |    23.15 |   +1%˄ ||    43.46 |    43.13 |   -1%˄ | (run time too short) |
 | 11d     ||    27.15 |    26.59 |   -2%˄ ||    36.78 |    37.56 |   +2%˄ | (run time too short) |
 | 12a     ||    21.26 |    20.47 |   -4%˄ ||    46.96 |    48.78 |   +4%˄ | (run time too short) |
 | 12b     ||    12.18 |    11.98 |   -2%˄ ||    81.85 |    83.23 |   +2%˄ | (run time too short) |
 | 12c     ||    50.66 |    49.24 |   -3%˄ ||    19.72 |    20.29 |   +3%˄ | (run time too short) |
 | 13a     ||   135.13 |   133.09 |   -2%˄ ||     7.40 |     7.51 |   +2%˄ | (run time too short) |
 | 13b     ||    91.32 |    92.89 |   +2%˄ ||    10.95 |    10.76 |   -2%˄ | (run time too short) |
 | 13c     ||    15.61 |    15.96 |   +2%˄ ||    63.90 |    62.49 |   -2%˄ | (run time too short) |
 | 13d     ||   377.19 |   362.26 |   -4%˄ ||     2.65 |     2.76 |   +4%˄ | (run time too short) |
 | 14a     ||    57.31 |    55.50 |   -3%˄ ||    17.44 |    18.01 |   +3%˄ | (run time too short) |
 | 14b     ||    71.36 |    71.42 |   +0%˄ ||    14.01 |    13.99 |   -0%˄ | (run time too short) |
 | 14c     ||   116.90 |   113.47 |   -3%˄ ||     8.55 |     8.81 |   +3%˄ | (run time too short) |
 | 15a     ||    29.62 |    29.02 |   -2%˄ ||    33.72 |    34.42 |   +2%˄ | (run time too short) |
 | 15b     ||    24.96 |    24.42 |   -2%˄ ||    40.00 |    40.89 |   +2%˄ | (run time too short) |
 | 15c     ||    22.48 |    21.54 |   -4%˄ ||    44.41 |    46.36 |   +4%˄ | (run time too short) |
 | 15d     ||    28.66 |    27.87 |   -3%˄ ||    34.84 |    35.83 |   +3%˄ | (run time too short) |
+| 16a     ||   824.85 |   745.63 |  -10%˄ ||     1.21 |     1.34 |  +11%˄ | (run time too short) |
+| 16b     ||  2070.87 |  1963.23 |   -5%  ||     0.47 |     0.50 |   +7%  | (run time too short) |
+| 16c     ||   987.25 |   897.68 |   -9%˄ ||     1.01 |     1.11 |  +10%˄ | (run time too short) |
+| 16d     ||   955.63 |   869.40 |   -9%˄ ||     1.05 |     1.15 |  +10%˄ | (run time too short) |
 | 17a     ||   186.05 |   180.61 |   -3%˄ ||     5.37 |     5.54 |   +3%˄ | (run time too short) |
 | 17b     ||   153.76 |   150.29 |   -2%˄ ||     6.50 |     6.65 |   +2%˄ | (run time too short) |
 | 17c     ||   130.63 |   128.44 |   -2%˄ ||     7.65 |     7.78 |   +2%˄ | (run time too short) |
 | 17d     ||   126.26 |   122.48 |   -3%˄ ||     7.92 |     8.16 |   +3%˄ | (run time too short) |
+| 17e     ||   829.51 |   779.59 |   -6%˄ ||     1.21 |     1.28 |   +6%˄ | (run time too short) |
 | 17f     ||   324.95 |   314.33 |   -3%˄ ||     3.08 |     3.18 |   +3%˄ | (run time too short) |
 | 18a     ||    52.86 |    50.70 |   -4%˄ ||    18.90 |    19.71 |   +4%˄ | (run time too short) |
 | 18b     ||    50.20 |    48.77 |   -3%˄ ||    19.91 |    20.49 |   +3%˄ | (run time too short) |
 | 18c     ||    98.79 |    96.15 |   -3%˄ ||    10.12 |    10.40 |   +3%˄ | (run time too short) |
 | 19a     ||   101.07 |    97.39 |   -4%˄ ||     9.89 |    10.26 |   +4%˄ | (run time too short) |
 | 19b     ||    62.46 |    59.99 |   -4%˄ ||    16.00 |    16.66 |   +4%˄ | (run time too short) |
+| 19c     ||   115.36 |   110.26 |   -4%˄ ||     8.67 |     9.07 |   +5%˄ | (run time too short) |
 | 19d     ||   527.94 |   519.19 |   -2%˄ ||     1.89 |     1.93 |   +2%˄ | (run time too short) |
 | 1a      ||     6.29 |     6.25 |   -1%˄ ||   158.21 |   159.18 |   +1%˄ | (run time too short) |
-| 1b      ||     4.50 |     7.37 |  +64%˄ ||   220.64 |   134.98 |  -39%˄ | (run time too short) |
-| 1c      ||     4.09 |     5.05 |  +23%˄ ||   242.53 |   196.87 |  -19%˄ | (run time too short) |
 | 1d      ||     5.00 |     4.93 |   -1%˄ ||   198.61 |   201.57 |   +1%˄ | (run time too short) |
 | 20a     ||    83.98 |    83.25 |   -1%˄ ||    11.90 |    12.01 |   +1%˄ | (run time too short) |
 | 20b     ||    73.55 |    74.42 |   +1%˄ ||    13.59 |    13.43 |   -1%˄ | (run time too short) |
+| 20c     ||    79.47 |    73.44 |   -8%˄ ||    12.58 |    13.61 |   +8%˄ | (run time too short) |
 | 21a     ||    16.73 |    16.47 |   -2%˄ ||    59.64 |    60.59 |   +2%˄ | (run time too short) |
 | 21b     ||    14.91 |    14.87 |   -0%˄ ||    66.89 |    67.09 |   +0%˄ | (run time too short) |
 | 21c     ||    18.61 |    18.20 |   -2%˄ ||    53.63 |    54.82 |   +2%˄ | (run time too short) |
+| 22a     ||    73.78 |    69.63 |   -6%˄ ||    13.55 |    14.35 |   +6%˄ | (run time too short) |
 | 22b     ||    52.73 |    52.64 |   -0%˄ ||    18.95 |    18.98 |   +0%˄ | (run time too short) |
+| 22c     ||   123.53 |   115.34 |   -7%˄ ||     8.09 |     8.67 |   +7%˄ | (run time too short) |
 | 22d     ||   220.23 |   211.73 |   -4%˄ ||     4.54 |     4.72 |   +4%˄ | (run time too short) |
 | 23a     ||    16.30 |    15.67 |   -4%˄ ||    61.23 |    63.68 |   +4%˄ | (run time too short) |
 | 23b     ||    26.75 |    25.83 |   -3%˄ ||    37.34 |    38.67 |   +4%˄ | (run time too short) |
 | 23c     ||    18.63 |    17.86 |   -4%˄ ||    53.58 |    55.88 |   +4%˄ | (run time too short) |
 | 24a     ||    59.87 |    59.90 |   +0%˄ ||    16.69 |    16.68 |   -0%˄ | (run time too short) |
 | 24b     ||    59.81 |    58.80 |   -2%˄ ||    16.71 |    17.00 |   +2%˄ | (run time too short) |
 | 25a     ||    57.75 |    55.89 |   -3%˄ ||    17.30 |    17.88 |   +3%˄ | (run time too short) |
 | 25b     ||    32.47 |    31.88 |   -2%˄ ||    30.76 |    31.33 |   +2%˄ | (run time too short) |
+| 25c     ||   158.78 |   151.94 |   -4%˄ ||     6.30 |     6.58 |   +5%˄ | (run time too short) |
+| 26a     ||    86.51 |    78.55 |   -9%˄ ||    11.55 |    12.72 |  +10%˄ | (run time too short) |
+| 26b     ||    64.52 |    56.11 |  -13%˄ ||    15.49 |    17.81 |  +15%˄ | (run time too short) |
+| 26c     ||   131.40 |   118.23 |  -10%˄ ||     7.61 |     8.46 |  +11%˄ | (run time too short) |
 | 27a     ||    19.61 |    19.35 |   -1%˄ ||    50.89 |    51.58 |   +1%˄ | (run time too short) |
 | 27b     ||    18.13 |    17.90 |   -1%˄ ||    55.04 |    55.74 |   +1%˄ | (run time too short) |
 | 27c     ||    18.18 |    17.79 |   -2%˄ ||    54.89 |    56.11 |   +2%˄ | (run time too short) |
 | 28a     ||   124.36 |   122.45 |   -2%˄ ||     8.04 |     8.16 |   +2%˄ | (run time too short) |
 | 28b     ||    27.54 |    26.80 |   -3%˄ ||    36.26 |    37.27 |   +3%˄ | (run time too short) |
 | 28c     ||   104.28 |   101.26 |   -3%˄ ||     9.59 |     9.87 |   +3%˄ | (run time too short) |
 | 29a     ||    52.61 |    52.67 |   +0%˄ ||    18.99 |    18.97 |   -0%˄ | (run time too short) |
 | 29b     ||   134.06 |   134.49 |   +0%˄ ||     7.46 |     7.43 |   -0%˄ | (run time too short) |
 | 29c     ||    65.09 |    65.14 |   +0%˄ ||    15.35 |    15.34 |   -0%˄ | (run time too short) |
 | 2a      ||    22.24 |    21.37 |   -4%˄ ||    44.89 |    46.74 |   +4%˄ | (run time too short) |
 | 2b      ||    20.01 |    19.89 |   -1%˄ ||    49.90 |    50.19 |   +1%˄ | (run time too short) |
 | 2c      ||    13.75 |    14.03 |   +2%˄ ||    72.57 |    71.14 |   -2%˄ | (run time too short) |
 | 2d      ||    51.79 |    50.74 |   -2%˄ ||    19.29 |    19.70 |   +2%˄ | (run time too short) |
 | 30a     ||    48.76 |    46.97 |   -4%˄ ||    20.49 |    21.27 |   +4%˄ | (run time too short) |
 | 30b     ||    36.80 |    36.07 |   -2%˄ ||    27.15 |    27.69 |   +2%˄ | (run time too short) |
 | 30c     ||   115.43 |   112.27 |   -3%˄ ||     8.66 |     8.90 |   +3%˄ | (run time too short) |
 | 31a     ||    38.48 |    37.26 |   -3%˄ ||    25.96 |    26.81 |   +3%˄ | (run time too short) |
 | 31b     ||    34.28 |    33.75 |   -2%˄ ||    29.14 |    29.59 |   +2%˄ | (run time too short) |
+| 31c     ||    42.77 |    40.87 |   -4%˄ ||    23.36 |    24.44 |   +5%˄ | (run time too short) |
 | 32a     ||     6.42 |     6.28 |   -2%˄ ||   155.10 |   158.50 |   +2%˄ | (run time too short) |
 | 32b     ||    29.93 |    30.05 |   +0%˄ ||    33.38 |    33.24 |   -0%˄ | (run time too short) |
-| 33a     ||    10.63 |    13.76 |  +29%˄ ||    93.78 |    72.48 |  -23%˄ | (run time too short) |
-| 33b     ||     8.30 |     9.56 |  +15%˄ ||   120.05 |   104.24 |  -13%˄ | (run time too short) |
-| 33c     ||    18.59 |    20.14 |   +8%˄ ||    53.70 |    49.56 |   -8%˄ | (run time too short) |
+| 3a      ||    38.64 |    32.22 |  -17%˄ ||    25.85 |    31.00 |  +20%˄ | (run time too short) |
 | 3b      ||     6.43 |     6.44 |   +0%˄ ||   154.71 |   154.51 |   -0%˄ | (run time too short) |
+| 3c      ||    73.34 |    69.22 |   -6%˄ ||    13.63 |    14.44 |   +6%˄ | (run time too short) |
+| 4a      ||    68.79 |    65.70 |   -4%˄ ||    14.53 |    15.21 |   +5%˄ | (run time too short) |
-| 4b      ||     5.31 |     5.64 |   +6%˄ ||   187.05 |   176.19 |   -6%˄ | (run time too short) |
+| 4c      ||    89.41 |    84.60 |   -5%˄ ||    11.18 |    11.82 |   +6%˄ | (run time too short) |
 | 5a      ||    24.68 |    25.29 |   +2%˄ ||    40.45 |    39.48 |   -2%˄ | (run time too short) |
 | 5b      ||    19.90 |    20.19 |   +1%˄ ||    50.17 |    49.44 |   -1%˄ | (run time too short) |
 | 5c      ||    48.73 |    48.44 |   -1%˄ ||    20.51 |    20.63 |   +1%˄ | (run time too short) |
+| 6a      ||    29.26 |    23.70 |  -19%˄ ||    34.14 |    42.13 |  +23%˄ | (run time too short) |
+| 6b      ||    51.28 |    44.06 |  -14%˄ ||    19.48 |    22.68 |  +16%˄ | (run time too short) |
+| 6c      ||    27.45 |    22.20 |  -19%˄ ||    36.38 |    44.97 |  +24%˄ | (run time too short) |
 | 6d      ||   128.48 |   127.98 |   -0%˄ ||     7.78 |     7.81 |   +0%˄ | (run time too short) |
+| 6e      ||    29.05 |    23.75 |  -18%˄ ||    34.38 |    42.04 |  +22%˄ | (run time too short) |
 | 6f      ||   478.19 |   467.51 |   -2%˄ ||     2.09 |     2.14 |   +2%˄ | (run time too short) |
 | 7a      ||    27.00 |    27.18 |   +1%˄ ||    36.98 |    36.74 |   -1%˄ | (run time too short) |
 | 7b      ||    25.69 |    25.80 |   +0%˄ ||    38.87 |    38.71 |   -0%˄ | (run time too short) |
 | 7c      ||   258.54 |   257.48 |   -0%˄ ||     3.87 |     3.88 |   +0%˄ | (run time too short) |
 | 8a      ||    40.75 |    40.28 |   -1%˄ ||    24.51 |    24.80 |   +1%˄ | (run time too short) |
 | 8b      ||    39.53 |    39.34 |   -0%˄ ||    25.27 |    25.39 |   +0%˄ | (run time too short) |
+| 8c      ||  1138.26 |  1087.62 |   -4%˄ ||     0.88 |     0.92 |   +5%˄ | (run time too short) |
 | 8d      ||   277.08 |   270.60 |   -2%˄ ||     3.61 |     3.70 |   +2%˄ | (run time too short) |
+| 9a      ||   131.76 |   124.98 |   -5%˄ ||     7.59 |     8.00 |   +5%˄ | (run time too short) |
 | 9b      ||    74.24 |    71.35 |   -4%˄ ||    13.46 |    14.01 |   +4%˄ | (run time too short) |
 | 9c      ||   148.72 |   142.93 |   -4%˄ ||     6.72 |     6.99 |   +4%˄ | (run time too short) |
 | 9d      ||   361.62 |   354.94 |   -2%˄ ||     2.77 |     2.82 |   +2%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum     || 15092.34 | 14376.95 |   -5%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   +2%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -8% || Geometric mean of throughput changes: +8%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkJoinOrder_6012f29ab8781fbfbfef89d55745f7547796caab_mt.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkJoinOrder_85450217ce7cb6cd090d5efa04b6051fe625caf2_mt.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 6012f29ab8781fbfbfef89d55745f7547796caab                                                                                                               | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                               |
 |  benchmark_mode               | Shuffled                                                                                                                                               | Shuffled                                                                                                                                               |
 |  build_type                   | release                                                                                                                                                | release                                                                                                                                                |
 |  chunk_indexes                | False                                                                                                                                                  | False                                                                                                                                                  |
 |  chunk_size                   | 65535                                                                                                                                                  | 65535                                                                                                                                                  |
 |  clients                      | 64                                                                                                                                                     | 64                                                                                                                                                     |
 |  compiler                     | clang 17.0.6                                                                                                                                           | clang 17.0.6                                                                                                                                           |
 |  cores                        | 64                                                                                                                                                     | 64                                                                                                                                                     |
 |  data_preparation_cores       | 0                                                                                                                                                      | 0                                                                                                                                                      |
 |  date                         | 2025-06-08 14:17:54                                                                                                                                    | 2025-06-08 18:00:08                                                                                                                                    |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                                | None                                                                                                                                                   |
 |  max_duration                 | 1200000000000                                                                                                                                          | 1200000000000                                                                                                                                          |
 |  max_runs                     | -1                                                                                                                                                     | -1                                                                                                                                                     |
 |  time_unit                    | ns                                                                                                                                                     | ns                                                                                                                                                     |
 |  using_scheduler              | True                                                                                                                                                   | True                                                                                                                                                   |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                                   | [64]                                                                                                                                                   |
 |  verify                       | False                                                                                                                                                  | False                                                                                                                                                  |
 |  warmup_duration              | 0                                                                                                                                                      | 0                                                                                                                                                      |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| 10a     ||   200.79 |   195.83 |   -2%  ||     1.18 |     1.27 |   +8%  |  0.7797 |
+| 10b     ||   134.27 |   127.36 |   -5%  ||     1.18 |     1.27 |   +8%  |  0.6087 |
+| 10c     ||   671.20 |   585.57 |  -13%  ||     1.18 |     1.27 |   +8%  |  0.0052 |
+| 11a     ||   104.82 |    91.38 |  -13%  ||     1.18 |     1.27 |   +8%  |  0.3442 |
+| 11b     ||    93.11 |    79.58 |  -15%  ||     1.18 |     1.27 |   +8%  |  0.2445 |
+| 11c     ||   126.12 |   112.77 |  -11%  ||     1.18 |     1.27 |   +8%  |  0.2129 |
+| 11d     ||    97.62 |    96.52 |   -1%  ||     1.18 |     1.27 |   +8%  |  0.9137 |
+| 12a     ||   137.70 |   155.71 |  +13%  ||     1.18 |     1.27 |   +8%  |  0.2086 |
+| 12b     ||    85.38 |    79.84 |   -6%  ||     1.18 |     1.27 |   +8%  |  0.6407 |
+| 12c     ||   366.52 |   349.57 |   -5%  ||     1.18 |     1.27 |   +8%  |  0.4833 |
+| 13a     ||   523.26 |   467.38 |  -11%  ||     1.18 |     1.27 |   +8%  |  0.0318 |
+| 13b     ||   370.06 |   434.71 |  +17%  ||     1.18 |     1.27 |   +8%  |  0.0330 |
+| 13c     ||    93.64 |    91.82 |   -2%  ||     1.18 |     1.27 |   +8%  |  0.8590 |
+| 13d     ||   953.00 |   914.07 |   -4%  ||     1.18 |     1.27 |   +8%  |  0.2001 |
+| 14a     ||   449.67 |   371.54 |  -17%  ||     1.18 |     1.27 |   +8%  |  0.0016 |
+| 14b     ||   444.84 |   422.53 |   -5%  ||     1.18 |     1.27 |   +8%  |  0.3680 |
+| 14c     ||   656.66 |   617.36 |   -6%  ||     1.18 |     1.27 |   +8%  |  0.2209 |
+| 15a     ||   138.04 |   114.44 |  -17%  ||     1.18 |     1.27 |   +8%  |  0.1240 |
+| 15b     ||   130.51 |   132.46 |   +1%  ||     1.18 |     1.27 |   +8%  |  0.8934 |
+| 15c     ||   132.82 |   139.31 |   +5%  ||     1.18 |     1.27 |   +8%  |  0.6589 |
+| 15d     ||   142.41 |   138.98 |   -2%  ||     1.18 |     1.27 |   +8%  |  0.7820 |
+| 16a     ||  1813.18 |  1579.68 |  -13%  ||     1.17 |     1.27 |   +8%  |  0.0000 |
+| 16b     ||  3294.41 |  3079.15 |   -7%  ||     1.17 |     1.27 |   +8%  |  0.0000 |
+| 16c     ||  2030.84 |  1827.76 |  -10%  ||     1.18 |     1.27 |   +8%  |  0.0000 |
+| 16d     ||  1950.52 |  1787.17 |   -8%  ||     1.17 |     1.27 |   +8%  |  0.0000 |
+| 17a     ||   903.59 |   870.00 |   -4%  ||     1.18 |     1.27 |   +8%  |  0.3213 |
+| 17b     ||   691.05 |   613.04 |  -11%  ||     1.18 |     1.27 |   +8%  |  0.0108 |
+| 17c     ||   620.19 |   558.03 |  -10%  ||     1.18 |     1.27 |   +8%  |  0.0307 |
+| 17d     ||   627.27 |   570.87 |   -9%  ||     1.18 |     1.27 |   +8%  |  0.0558 |
+| 17e     ||  1853.40 |  1698.53 |   -8%  ||     1.18 |     1.27 |   +8%  |  0.0001 |
+| 17f     ||  1248.09 |  1066.63 |  -15%  ||     1.18 |     1.27 |   +8%  |  0.0000 |
+| 18a     ||   309.11 |   261.15 |  -16%  ||     1.18 |     1.27 |   +8%  |  0.0308 |
+| 18b     ||   429.29 |   381.62 |  -11%  ||     1.18 |     1.27 |   +8%  |  0.1056 |
+| 18c     ||   636.30 |   593.78 |   -7%  ||     1.18 |     1.27 |   +8%  |  0.1783 |
+| 19a     ||   629.87 |   553.48 |  -12%  ||     1.18 |     1.27 |   +8%  |  0.0173 |
+| 19b     ||   390.82 |   407.28 |   +4%  ||     1.18 |     1.27 |   +8%  |  0.5010 |
+| 19c     ||   647.03 |   624.04 |   -4%  ||     1.18 |     1.27 |   +8%  |  0.4842 |
+| 19d     ||  1504.90 |  1435.20 |   -5%  ||     1.17 |     1.27 |   +8%  |  0.0806 |
+| 1a      ||    43.52 |    36.20 |  -17%  ||     1.18 |     1.27 |   +8%  |  0.2956 |
+| 1b      ||    55.62 |    39.85 |  -28%  ||     1.18 |     1.27 |   +8%  |  0.0213 |
+| 1c      ||    55.36 |    52.01 |   -6%  ||     1.18 |     1.27 |   +8%  |  0.6742 |
+| 1d      ||    36.33 |    32.65 |  -10%  ||     1.18 |     1.27 |   +8%  |  0.5802 |
+| 20a     ||   527.05 |   450.15 |  -15%  ||     1.18 |     1.27 |   +8%  |  0.0112 |
+| 20b     ||   449.16 |   400.74 |  -11%  ||     1.18 |     1.27 |   +8%  |  0.0810 |
+| 20c     ||   411.87 |   355.79 |  -14%  ||     1.18 |     1.27 |   +8%  |  0.0188 |
+| 21a     ||   180.96 |   209.99 |  +16%  ||     1.18 |     1.27 |   +8%  |  0.1611 |
+| 21b     ||   125.21 |   133.49 |   +7%  ||     1.18 |     1.27 |   +8%  |  0.5537 |
+| 21c     ||   192.96 |   186.17 |   -4%  ||     1.18 |     1.27 |   +8%  |  0.7414 |
+| 22a     ||   465.99 |   479.95 |   +3%  ||     1.18 |     1.27 |   +8%  |  0.6059 |
+| 22b     ||   448.02 |   420.25 |   -6%  ||     1.18 |     1.27 |   +8%  |  0.3640 |
+| 22c     ||   717.43 |   644.15 |  -10%  ||     1.18 |     1.27 |   +8%  |  0.0208 |
+| 22d     ||  1022.17 |   931.46 |   -9%  ||     1.18 |     1.27 |   +8%  |  0.0193 |
+| 23a     ||   166.24 |   166.18 |   -0%  ||     1.18 |     1.27 |   +8%  |  0.9972 |
+| 23b     ||   159.03 |   119.08 |  -25%  ||     1.18 |     1.27 |   +8%  |  0.0229 |
+| 23c     ||   152.53 |   159.83 |   +5%  ||     1.18 |     1.27 |   +8%  |  0.6207 |
+| 24a     ||   424.39 |   414.01 |   -2%  ||     1.18 |     1.27 |   +8%  |  0.7188 |
+| 24b     ||   305.18 |   300.89 |   -1%  ||     1.18 |     1.27 |   +8%  |  0.8626 |
+| 25a     ||   432.21 |   382.19 |  -12%  ||     1.18 |     1.27 |   +8%  |  0.0589 |
+| 25b     ||   246.87 |   238.72 |   -3%  ||     1.18 |     1.27 |   +8%  |  0.7184 |
+| 25c     ||   936.86 |   796.79 |  -15%  ||     1.18 |     1.27 |   +8%  |  0.0000 |
+| 26a     ||   424.93 |   379.80 |  -11%  ||     1.18 |     1.27 |   +8%  |  0.0544 |
+| 26b     ||   278.74 |   224.64 |  -19%  ||     1.18 |     1.27 |   +8%  |  0.0015 |
+| 26c     ||   675.07 |   611.66 |   -9%  ||     1.18 |     1.27 |   +8%  |  0.0203 |
+| 27a     ||   185.46 |   170.63 |   -8%  ||     1.18 |     1.27 |   +8%  |  0.4263 |
+| 27b     ||   147.55 |   158.98 |   +8%  ||     1.18 |     1.27 |   +8%  |  0.4680 |
+| 27c     ||   204.40 |   175.03 |  -14%  ||     1.18 |     1.27 |   +8%  |  0.1380 |
+| 28a     ||   694.36 |   650.19 |   -6%  ||     1.18 |     1.27 |   +8%  |  0.1597 |
+| 28b     ||   292.20 |   242.80 |  -17%  ||     1.18 |     1.27 |   +8%  |  0.0283 |
+| 28c     ||   690.30 |   634.96 |   -8%  ||     1.18 |     1.27 |   +8%  |  0.1011 |
+| 29a     ||   273.67 |   276.37 |   +1%  ||     1.18 |     1.27 |   +8%  |  0.8981 |
+| 29b     ||   375.38 |   382.13 |   +2%  ||     1.18 |     1.27 |   +8%  |  0.7911 |
+| 29c     ||   372.14 |   354.12 |   -5%  ||     1.18 |     1.27 |   +8%  |  0.4803 |
+| 2a      ||   131.67 |   112.65 |  -14%  ||     1.18 |     1.27 |   +8%  |  0.0589 |
+| 2b      ||   136.96 |   104.05 |  -24%  ||     1.18 |     1.27 |   +8%  |  0.0016 |
+| 2c      ||    99.87 |    84.89 |  -15%  ||     1.18 |     1.27 |   +8%  |  0.1807 |
+| 2d      ||   213.67 |   183.25 |  -14%  ||     1.18 |     1.27 |   +8%  |  0.0074 |
+| 30a     ||   389.70 |   349.17 |  -10%  ||     1.18 |     1.27 |   +8%  |  0.1473 |
+| 30b     ||   332.56 |   388.60 |  +17%  ||     1.18 |     1.27 |   +8%  |  0.0464 |
+| 30c     ||   708.93 |   595.19 |  -16%  ||     1.18 |     1.27 |   +8%  |  0.0011 |
+| 31a     ||   305.82 |   280.60 |   -8%  ||     1.18 |     1.27 |   +8%  |  0.3146 |
+| 31b     ||   277.22 |   249.77 |  -10%  ||     1.18 |     1.27 |   +8%  |  0.2323 |
+| 31c     ||   353.94 |   325.68 |   -8%  ||     1.18 |     1.27 |   +8%  |  0.2641 |
+| 32a     ||    47.73 |    46.33 |   -3%  ||     1.18 |     1.27 |   +8%  |  0.8588 |
+| 32b     ||   181.08 |   147.93 |  -18%  ||     1.18 |     1.27 |   +8%  |  0.0267 |
+| 33a     ||   119.93 |   111.76 |   -7%  ||     1.18 |     1.27 |   +8%  |  0.5523 |
+| 33b     ||    93.86 |    83.36 |  -11%  ||     1.18 |     1.27 |   +8%  |  0.4024 |
+| 33c     ||   157.34 |   141.82 |  -10%  ||     1.18 |     1.27 |   +8%  |  0.3123 |
+| 3a      ||   297.22 |   229.55 |  -23%  ||     1.18 |     1.27 |   +8%  |  0.0008 |
+| 3b      ||    82.31 |    77.18 |   -6%  ||     1.18 |     1.27 |   +8%  |  0.6997 |
+| 3c      ||   441.31 |   447.45 |   +1%  ||     1.18 |     1.27 |   +8%  |  0.8274 |
+| 4a      ||   291.48 |   242.03 |  -17%  ||     1.18 |     1.27 |   +8%  |  0.0066 |
+| 4b      ||    64.90 |    54.49 |  -16%  ||     1.18 |     1.27 |   +8%  |  0.2079 |
+| 4c      ||   322.54 |   296.17 |   -8%  ||     1.18 |     1.27 |   +8%  |  0.1692 |
+| 5a      ||   274.38 |   260.94 |   -5%  ||     1.18 |     1.27 |   +8%  |  0.5859 |
+| 5b      ||   142.86 |   163.30 |  +14%  ||     1.18 |     1.27 |   +8%  |  0.2174 |
+| 5c      ||   345.31 |   339.38 |   -2%  ||     1.18 |     1.27 |   +8%  |  0.8108 |
+| 6a      ||   158.98 |   132.98 |  -16%  ||     1.18 |     1.27 |   +8%  |  0.1018 |
+| 6b      ||   197.14 |   177.25 |  -10%  ||     1.18 |     1.27 |   +8%  |  0.1900 |
+| 6c      ||   139.20 |   108.60 |  -22%  ||     1.18 |     1.27 |   +8%  |  0.0208 |
+| 6d      ||   584.40 |   532.63 |   -9%  ||     1.18 |     1.27 |   +8%  |  0.0903 |
+| 6e      ||   152.21 |   107.08 |  -30%  ||     1.18 |     1.27 |   +8%  |  0.0001 |
+| 6f      ||  1274.55 |  1219.95 |   -4%  ||     1.18 |     1.27 |   +8%  |  0.1053 |
+| 7a      ||   169.61 |   161.00 |   -5%  ||     1.18 |     1.27 |   +8%  |  0.6223 |
+| 7b      ||   145.23 |   153.53 |   +6%  ||     1.18 |     1.27 |   +8%  |  0.5661 |
+| 7c      ||  1121.55 |  1048.33 |   -7%  ||     1.18 |     1.27 |   +8%  |  0.0548 |
+| 8a      ||   211.00 |   184.67 |  -12%  ||     1.18 |     1.27 |   +8%  |  0.1615 |
+| 8b      ||   132.97 |   154.15 |  +16%  ||     1.18 |     1.27 |   +8%  |  0.1887 |
+| 8c      ||  2415.36 |  2307.48 |   -4%  ||     1.17 |     1.27 |   +8%  |  0.0121 |
+| 8d      ||   909.44 |   865.90 |   -5%  ||     1.18 |     1.27 |   +8%  |  0.1255 |
+| 9a      ||   711.25 |   678.43 |   -5%  ||     1.18 |     1.27 |   +8%  |  0.3575 |
+| 9b      ||   393.69 |   376.21 |   -4%  ||     1.18 |     1.27 |   +8%  |  0.4787 |
+| 9c      ||   800.64 |   704.86 |  -12%  ||     1.18 |     1.27 |   +8%  |  0.0049 |
+| 9d      ||  1151.90 |  1088.72 |   -5%  ||     1.18 |     1.27 |   +8%  |  0.0717 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 54283.18 | 50155.26 |   -8%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   +8%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkStarSchema - single-threaded

Sum of avg. item runtimes: +7% || Geometric mean of throughput changes: -11%
Configuration Overview - click to expand
 +Configuration Overview---+---------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkStarSchema_6012f29ab8781fbfbfef89d55745f7547796caab_st.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkStarSchema_85450217ce7cb6cd090d5efa04b6051fe625caf2_st.json |
 +-------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 6012f29ab8781fbfbfef89d55745f7547796caab                                                                                                                | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                                |
 |  benchmark_mode         | Ordered                                                                                                                                                 | Ordered                                                                                                                                                 |
 |  build_type             | release                                                                                                                                                 | release                                                                                                                                                 |
 |  chunk_indexes          | False                                                                                                                                                   | False                                                                                                                                                   |
 |  chunk_size             | 65535                                                                                                                                                   | 65535                                                                                                                                                   |
 |  clients                | 1                                                                                                                                                       | 1                                                                                                                                                       |
 |  compiler               | clang 17.0.6                                                                                                                                            | clang 17.0.6                                                                                                                                            |
 |  cores                  | 0                                                                                                                                                       | 0                                                                                                                                                       |
 |  data_preparation_cores | 0                                                                                                                                                       | 0                                                                                                                                                       |
 |  date                   | 2025-06-08 14:38:15                                                                                                                                     | 2025-06-08 18:20:31                                                                                                                                     |
-| ≠encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                                                 | None                                                                                                                                                    |
 |  max_duration           | 60000000000                                                                                                                                             | 60000000000                                                                                                                                             |
 |  max_runs               | 50                                                                                                                                                      | 50                                                                                                                                                      |
 |  scale_factor           | 10.0                                                                                                                                                    | 10.0                                                                                                                                                    |
 |  time_unit              | ns                                                                                                                                                      | ns                                                                                                                                                      |
 |  using_scheduler        | False                                                                                                                                                   | False                                                                                                                                                   |
 |  verify                 | False                                                                                                                                                   | False                                                                                                                                                   |
 |  warmup_duration        | 1000000000                                                                                                                                              | 1000000000                                                                                                                                              |
 +-------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |     new |        ||      old |      new |        |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
-| 1.1     ||   412.44 |  587.65 |  +42%˄ ||     2.42 |     1.70 |  -30%˄ | (run time too short) |
-| 1.2     ||   234.61 |  649.41 | +177%˄ ||     4.26 |     1.54 |  -64%˄ | (run time too short) |
-| 1.3     ||   223.91 |  652.47 | +191%˄ ||     4.47 |     1.53 |  -66%˄ | (run time too short) |
+| 2.1     ||   508.55 |  400.89 |  -21%˄ ||     1.97 |     2.49 |  +27%˄ | (run time too short) |
+| 2.2     ||   281.63 |  203.96 |  -28%˄ ||     3.55 |     4.90 |  +38%˄ | (run time too short) |
+| 2.3     ||   177.98 |  118.60 |  -33%˄ ||     5.62 |     8.43 |  +50%˄ | (run time too short) |
 | 3.1     ||  2537.65 | 2499.06 |   -2%  ||     0.38 |     0.40 |   +4%  | (run time too short) |
 | 3.2     ||   277.32 |  265.45 |   -4%˄ ||     3.61 |     3.77 |   +4%˄ | (run time too short) |
-| 3.3     ||   114.24 |  126.02 |  +10%˄ ||     8.75 |     7.94 |   -9%˄ | (run time too short) |
-| 3.4     ||   108.29 |  122.74 |  +13%˄ ||     9.23 |     8.15 |  -12%˄ | (run time too short) |
+| 4.1     ||  2409.20 | 2285.97 |   -5%  ||     0.40 |     0.43 |   +8%  | (run time too short) |
+| 4.2     ||   765.87 |  728.88 |   -5%˄ ||     1.31 |     1.37 |   +5%˄ | (run time too short) |
 | 4.3     ||   211.41 |  210.62 |   -0%˄ ||     4.73 |     4.75 |   +0%˄ | (run time too short) |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
-| Sum     ||  8263.09 | 8851.72 |   +7%  ||          |          |        |                      |
-| Geomean ||          |         |        ||          |          |  -11%  |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                        |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: +0% || Geometric mean of throughput changes: -7%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkStarSchema_6012f29ab8781fbfbfef89d55745f7547796caab_mt_ordered.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkStarSchema_85450217ce7cb6cd090d5efa04b6051fe625caf2_mt_ordered.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 6012f29ab8781fbfbfef89d55745f7547796caab                                                                                                                        | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                                        |
 |  benchmark_mode               | Ordered                                                                                                                                                         | Ordered                                                                                                                                                         |
 |  build_type                   | release                                                                                                                                                         | release                                                                                                                                                         |
 |  chunk_indexes                | False                                                                                                                                                           | False                                                                                                                                                           |
 |  chunk_size                   | 65535                                                                                                                                                           | 65535                                                                                                                                                           |
 |  clients                      | 1                                                                                                                                                               | 1                                                                                                                                                               |
 |  compiler                     | clang 17.0.6                                                                                                                                                    | clang 17.0.6                                                                                                                                                    |
 |  cores                        | 64                                                                                                                                                              | 64                                                                                                                                                              |
 |  data_preparation_cores       | 0                                                                                                                                                               | 0                                                                                                                                                               |
 |  date                         | 2025-06-08 14:43:36                                                                                                                                             | 2025-06-08 18:26:36                                                                                                                                             |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                                         | None                                                                                                                                                            |
 |  max_duration                 | 60000000000                                                                                                                                                     | 60000000000                                                                                                                                                     |
 |  max_runs                     | 50                                                                                                                                                              | 50                                                                                                                                                              |
 |  scale_factor                 | 10.0                                                                                                                                                            | 10.0                                                                                                                                                            |
 |  time_unit                    | ns                                                                                                                                                              | ns                                                                                                                                                              |
 |  using_scheduler              | True                                                                                                                                                            | True                                                                                                                                                            |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                                            | [64]                                                                                                                                                            |
 |  verify                       | False                                                                                                                                                           | False                                                                                                                                                           |
 |  warmup_duration              | 1000000000                                                                                                                                                      | 1000000000                                                                                                                                                      |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |     new |        ||      old |      new |        |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
-| 1.1     ||   127.52 |  163.07 |  +28%˄ ||     7.84 |     6.13 |  -22%˄ | (run time too short) |
-| 1.2     ||    84.03 |  161.28 |  +92%˄ ||    11.90 |     6.20 |  -48%˄ | (run time too short) |
-| 1.3     ||    80.84 |  159.98 |  +98%˄ ||    12.37 |     6.25 |  -49%˄ | (run time too short) |
+| 2.1     ||   329.07 |  306.25 |   -7%˄ ||     3.04 |     3.26 |   +7%˄ | (run time too short) |
+| 2.2     ||   159.20 |  146.39 |   -8%˄ ||     6.28 |     6.83 |   +9%˄ | (run time too short) |
+| 2.3     ||    64.79 |   50.96 |  -21%˄ ||    15.43 |    19.61 |  +27%˄ | (run time too short) |
+| 3.1     ||   809.89 |  742.95 |   -8%˄ ||     1.23 |     1.35 |   +9%˄ | (run time too short) |
+| 3.2     ||   151.26 |  141.41 |   -7%˄ ||     6.61 |     7.07 |   +7%˄ | (run time too short) |
 | 3.3     ||    77.81 |   76.92 |   -1%˄ ||    12.84 |    12.99 |   +1%˄ | (run time too short) |
 | 3.4     ||    70.49 |   71.59 |   +2%˄ ||    14.18 |    13.96 |   -2%˄ | (run time too short) |
+| 4.1     ||   860.83 |  810.45 |   -6%˄ ||     1.16 |     1.23 |   +6%˄ | (run time too short) |
 | 4.2     ||   351.34 |  347.78 |   -1%˄ ||     2.85 |     2.87 |   +1%˄ | (run time too short) |
 | 4.3     ||   110.57 |  113.12 |   +2%˄ ||     9.04 |     8.84 |   -2%˄ | (run time too short) |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum     ||  3277.63 | 3292.17 |   +0%  ||          |          |        |                      |
-| Geomean ||          |         |        ||          |          |   -7%  |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                        |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -5% || Geometric mean of throughput changes: +6%
Configuration Overview - click to expand
 +Configuration Overview---------+---------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkStarSchema_6012f29ab8781fbfbfef89d55745f7547796caab_mt.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkStarSchema_85450217ce7cb6cd090d5efa04b6051fe625caf2_mt.json |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 6012f29ab8781fbfbfef89d55745f7547796caab                                                                                                                | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                                |
 |  benchmark_mode               | Shuffled                                                                                                                                                | Shuffled                                                                                                                                                |
 |  build_type                   | release                                                                                                                                                 | release                                                                                                                                                 |
 |  chunk_indexes                | False                                                                                                                                                   | False                                                                                                                                                   |
 |  chunk_size                   | 65535                                                                                                                                                   | 65535                                                                                                                                                   |
 |  clients                      | 64                                                                                                                                                      | 64                                                                                                                                                      |
 |  compiler                     | clang 17.0.6                                                                                                                                            | clang 17.0.6                                                                                                                                            |
 |  cores                        | 64                                                                                                                                                      | 64                                                                                                                                                      |
 |  data_preparation_cores       | 0                                                                                                                                                       | 0                                                                                                                                                       |
 |  date                         | 2025-06-08 14:46:54                                                                                                                                     | 2025-06-08 18:29:58                                                                                                                                     |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                                 | None                                                                                                                                                    |
 |  max_duration                 | 1200000000000                                                                                                                                           | 1200000000000                                                                                                                                           |
 |  max_runs                     | -1                                                                                                                                                      | -1                                                                                                                                                      |
 |  scale_factor                 | 10.0                                                                                                                                                    | 10.0                                                                                                                                                    |
 |  time_unit                    | ns                                                                                                                                                      | ns                                                                                                                                                      |
 |  using_scheduler              | True                                                                                                                                                    | True                                                                                                                                                    |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                                    | [64]                                                                                                                                                    |
 |  verify                       | False                                                                                                                                                   | False                                                                                                                                                   |
 |  warmup_duration              | 0                                                                                                                                                       | 0                                                                                                                                                       |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| 1.1     ||   835.95 |   851.73 |   +2%  ||     3.74 |     3.96 |   +6%  |  0.4013 |
+| 1.2     ||   452.82 |   566.45 |  +25%  ||     3.75 |     3.96 |   +6%  |  0.0000 |
+| 1.3     ||   417.55 |   536.22 |  +28%  ||     3.75 |     3.96 |   +6%  |  0.0000 |
+| 2.1     ||  2117.70 |  1897.91 |  -10%  ||     3.74 |     3.96 |   +6%  |  0.0000 |
+| 2.2     ||  1086.19 |   960.39 |  -12%  ||     3.74 |     3.96 |   +6%  |  0.0000 |
+| 2.3     ||   358.22 |   297.37 |  -17%  ||     3.75 |     3.97 |   +6%  |  0.0000 |
+| 3.1     ||  3274.29 |  3115.98 |   -5%  ||     3.74 |     3.96 |   +6%  |  0.0000 |
+| 3.2     ||   987.58 |   883.55 |  -11%  ||     3.75 |     3.96 |   +6%  |  0.0000 |
+| 3.3     ||   498.91 |   457.04 |   -8%  ||     3.75 |     3.97 |   +6%  |  0.0084 |
+| 3.4     ||   477.35 |   439.61 |   -8%  ||     3.75 |     3.96 |   +6%  |  0.0123 |
+| 4.1     ||  3291.13 |  3093.45 |   -6%  ||     3.74 |     3.96 |   +6%  |  0.0000 |
+| 4.2     ||  2536.91 |  2336.63 |   -8%  ||     3.74 |     3.96 |   +6%  |  0.0000 |
+| 4.3     ||   722.94 |   685.25 |   -5%  ||     3.75 |     3.96 |   +6%  |  0.0355 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 17057.55 | 16121.57 |   -5%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   +6%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

@Greenscreen23
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Contributor Author

Comparing for int and everything else dict with all dict

System

cx28 - click to expand
property value
Hostname cx28
CPU AMD EPYC 7742 64-Core Processor
Memory 496GB
numactl nodebind: 0
numactl membind: 0

Commit Info and Build Time

commit date message build time
8545021 06.06.2025 14:59 Remove fixed string dictionary real 759.61 user 2623.07 sys 58.62
036d2ca 06.06.2025 14:59 Remove frame of reference real 760.62 user 2626.83 sys 58.30

hyriseBenchmarkTPCH - single-threaded, SF 10.0

Sum of avg. item runtimes: +5% || Geometric mean of throughput changes: -7%
Configuration Overview - click to expand
 +Configuration Overview----+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_85450217ce7cb6cd090d5efa04b6051fe625caf2_st.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_036d2ca7327d9f76b74cac0f821834d9638f9d3d_st.json |
 +--------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                          | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                          |
 |  benchmark_mode          | Ordered                                                                                                                                           | Ordered                                                                                                                                           |
 |  build_type              | release                                                                                                                                           | release                                                                                                                                           |
 |  chunk_indexes           | False                                                                                                                                             | False                                                                                                                                             |
 |  chunk_size              | 65535                                                                                                                                             | 65535                                                                                                                                             |
 |  clients                 | 1                                                                                                                                                 | 1                                                                                                                                                 |
 |  clustering              | None                                                                                                                                              | None                                                                                                                                              |
 |  compiler                | clang 17.0.6                                                                                                                                      | clang 17.0.6                                                                                                                                      |
 |  cores                   | 0                                                                                                                                                 | 0                                                                                                                                                 |
 |  data_preparation_cores  | 0                                                                                                                                                 | 0                                                                                                                                                 |
 |  date                    | 2025-06-08 15:19:54                                                                                                                               | 2025-06-06 17:59:26                                                                                                                               |
 |  encoding                | None                                                                                                                                              | None                                                                                                                                              |
 |  max_duration            | 60000000000                                                                                                                                       | 60000000000                                                                                                                                       |
 |  max_runs                | 50                                                                                                                                                | 50                                                                                                                                                |
 |  scale_factor            | 10.0                                                                                                                                              | 10.0                                                                                                                                              |
 |  time_unit               | ns                                                                                                                                                | ns                                                                                                                                                |
 |  use_prepared_statements | False                                                                                                                                             | False                                                                                                                                             |
 |  using_scheduler         | False                                                                                                                                             | False                                                                                                                                             |
 |  verify                  | False                                                                                                                                             | False                                                                                                                                             |
 |  warmup_duration         | 1000000000                                                                                                                                        | 1000000000                                                                                                                                        |
 +--------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |      new |        ||      old |      new |        |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | TPC-H 01 ||  5738.62 |  5905.77 |   +3%  ||     0.17 |     0.17 |   +0%  | (run time too short) |
+| TPC-H 02 ||    42.07 |    33.80 |  -20%˄ ||    23.77 |    29.58 |  +24%˄ | (run time too short) |
 | TPC-H 03 ||  1282.88 |  1294.58 |   +1%  ||     0.77 |     0.77 |   +0%  |               0.2344 |
 | TPC-H 04 ||  1409.70 |  1432.31 |   +2%  ||     0.70 |     0.68 |   -2%  | (run time too short) |
-| TPC-H 05 ||  1904.20 |  2197.09 |  +15%  ||     0.52 |     0.45 |  -13%  |               0.0000 |
 | TPC-H 06 ||   183.66 |   190.06 |   +3%˄ ||     5.44 |     5.26 |   -3%˄ | (run time too short) |
-| TPC-H 07 ||   619.08 |   718.18 |  +16%˄ ||     1.62 |     1.39 |  -14%˄ | (run time too short) |
-| TPC-H 08 ||   436.67 |   524.82 |  +20%˄ ||     2.29 |     1.91 |  -17%˄ | (run time too short) |
-| TPC-H 09 ||  4903.50 |  5874.61 |  +20%  ||     0.20 |     0.17 |  -17%  | (run time too short) |
 | TPC-H 10 ||  1256.50 |  1304.81 |   +4%  ||     0.78 |     0.75 |   -4%  | (run time too short) |
 | TPC-H 11 ||    50.32 |    49.80 |   -1%˄ ||    19.87 |    20.08 |   +1%˄ | (run time too short) |
 | TPC-H 12 ||   894.81 |   887.34 |   -1%˄ ||     1.12 |     1.13 |   +1%˄ | (run time too short) |
+| TPC-H 13 ||  4481.95 |  4132.06 |   -8%  ||     0.22 |     0.23 |   +8%  | (run time too short) |
-| TPC-H 14 ||   461.49 |   500.36 |   +8%˄ ||     2.17 |     2.00 |   -8%˄ | (run time too short) |
-| TPC-H 15 ||   166.95 |   190.85 |  +14%˄ ||     5.99 |     5.24 |  -13%˄ | (run time too short) |
+| TPC-H 16 ||   524.99 |   502.19 |   -4%˄ ||     1.90 |     1.99 |   +5%˄ | (run time too short) |
-| TPC-H 17 ||   138.36 |   213.55 |  +54%˄ ||     7.23 |     4.68 |  -35%˄ | (run time too short) |
+| TPC-H 18 ||  1635.77 |  1534.47 |   -6%  ||     0.60 |     0.65 |   +8%  | (run time too short) |
-| TPC-H 19 ||   211.33 |   230.49 |   +9%˄ ||     4.73 |     4.34 |   -8%˄ | (run time too short) |
-| TPC-H 20 ||   289.84 |   381.59 |  +32%˄ ||     3.45 |     2.62 |  -24%˄ | (run time too short) |
-| TPC-H 21 ||  3712.70 |  3898.31 |   +5%  ||     0.27 |     0.25 |   -6%  | (run time too short) |
-| TPC-H 22 ||   454.52 |   495.91 |   +9%˄ ||     2.20 |     2.02 |   -8%˄ | (run time too short) |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
-| Sum      || 30799.90 | 32492.93 |   +5%  ||          |          |        |                      |
-| Geomean  ||          |          |        ||          |          |   -7%  |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                         |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - single-threaded, SF 0.01

Sum of avg. item runtimes: -2% || Geometric mean of throughput changes: +4%
Configuration Overview - click to expand
 +Configuration Overview----+-------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_85450217ce7cb6cd090d5efa04b6051fe625caf2_st_s01.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_036d2ca7327d9f76b74cac0f821834d9638f9d3d_st_s01.json |
 +--------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                              | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                              |
 |  benchmark_mode          | Ordered                                                                                                                                               | Ordered                                                                                                                                               |
 |  build_type              | release                                                                                                                                               | release                                                                                                                                               |
 |  chunk_indexes           | False                                                                                                                                                 | False                                                                                                                                                 |
 |  chunk_size              | 65535                                                                                                                                                 | 65535                                                                                                                                                 |
 |  clients                 | 1                                                                                                                                                     | 1                                                                                                                                                     |
 |  clustering              | None                                                                                                                                                  | None                                                                                                                                                  |
 |  compiler                | clang 17.0.6                                                                                                                                          | clang 17.0.6                                                                                                                                          |
 |  cores                   | 0                                                                                                                                                     | 0                                                                                                                                                     |
 |  data_preparation_cores  | 0                                                                                                                                                     | 0                                                                                                                                                     |
 |  date                    | 2025-06-08 15:35:02                                                                                                                                   | 2025-06-06 18:14:57                                                                                                                                   |
 |  encoding                | None                                                                                                                                                  | None                                                                                                                                                  |
 |  max_duration            | 60000000000                                                                                                                                           | 60000000000                                                                                                                                           |
 |  max_runs                | 50                                                                                                                                                    | 50                                                                                                                                                    |
 |  scale_factor            | 0.009999999776482582                                                                                                                                  | 0.009999999776482582                                                                                                                                  |
 |  time_unit               | ns                                                                                                                                                    | ns                                                                                                                                                    |
 |  use_prepared_statements | False                    
10000
                                                                                                                             | False                                                                                                                                                 |
 |  using_scheduler         | False                                                                                                                                                 | False                                                                                                                                                 |
 |  verify                  | False                                                                                                                                                 | False                                                                                                                                                 |
 |  warmup_duration         | 1000000000                                                                                                                                            | 1000000000                                                                                                                                            |
 +--------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |     new |        ||      old |      new |        |                      |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | TPC-H 01 ||     5.30 |    5.29 |   -0%˄ ||   188.74 |   188.95 |   +0%˄ | (run time too short) |
+| TPC-H 02 ||     3.45 |    3.30 |   -4%˄ ||   289.38 |   302.68 |   +5%˄ | (run time too short) |
+| TPC-H 03 ||     0.59 |    0.54 |   -8%˄ ||  1690.61 |  1842.29 |   +9%˄ | (run time too short) |
+| TPC-H 04 ||     0.40 |    0.35 |  -13%˄ ||  2492.19 |  2864.87 |  +15%˄ | (run time too short) |
 | TPC-H 05 ||     0.94 |    0.91 |   -3%˄ ||  1058.56 |  1096.10 |   +4%˄ | (run time too short) |
+| TPC-H 06 ||     0.21 |    0.20 |   -7%˄ ||  4764.86 |  5101.86 |   +7%˄ | (run time too short) |
 | TPC-H 07 ||     9.00 |    8.69 |   -4%˄ ||   111.09 |   115.12 |   +4%˄ | (run time too short) |
 | TPC-H 08 ||    12.96 |   13.10 |   +1%˄ ||    77.18 |    76.34 |   -1%˄ | (run time too short) |
+| TPC-H 09 ||     3.15 |    2.68 |  -15%˄ ||   317.64 |   373.46 |  +18%˄ | (run time too short) |
 | TPC-H 10 ||     0.64 |    0.62 |   -3%˄ ||  1551.43 |  1599.62 |   +3%˄ | (run time too short) |
 | TPC-H 11 ||     0.17 |    0.17 |   -1%˄ ||  5868.81 |  5905.21 |   +1%˄ | (run time too short) |
+| TPC-H 12 ||     0.65 |    0.61 |   -7%˄ ||  1539.82 |  1648.62 |   +7%˄ | (run time too short) |
 | TPC-H 13 ||     1.98 |    1.94 |   -2%˄ ||   503.98 |   515.89 |   +2%˄ | (run time too short) |
 | TPC-H 14 ||     0.30 |    0.29 |   -1%˄ ||  3372.88 |  3411.49 |   +1%˄ | (run time too short) |
 | TPC-H 15 ||     1.06 |    1.06 |   -0%˄ ||   937.19 |   938.65 |   +0%˄ | (run time too short) |
 | TPC-H 16 ||     1.87 |    1.87 |   -0%˄ ||   533.87 |   535.78 |   +0%˄ | (run time too short) |
+| TPC-H 17 ||     0.58 |    0.55 |   -5%˄ ||  1714.93 |  1802.55 |   +5%˄ | (run time too short) |
+| TPC-H 18 ||     1.08 |    0.98 |   -9%˄ ||   926.34 |  1021.14 |  +10%˄ | (run time too short) |
 | TPC-H 19 ||     4.34 |    4.31 |   -1%˄ ||   230.24 |   231.88 |   +1%˄ | (run time too short) |
-| TPC-H 20 ||     2.21 |    2.31 |   +5%˄ ||   452.19 |   432.13 |   -4%˄ | (run time too short) |
 | TPC-H 21 ||     1.04 |    1.02 |   -2%˄ ||   960.87 |   978.22 |   +2%˄ | (run time too short) |
 | TPC-H 22 ||     1.07 |    1.06 |   -1%˄ ||   934.85 |   945.64 |   +1%˄ | (run time too short) |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum      ||    53.00 |   51.84 |   -2%  ||          |          |        |                      |
 | Geomean  ||          |         |        ||          |          |   +4%  |                      |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                        |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, ordered, 1 client, 64 cores, SF 10.0

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: -1%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_85450217ce7cb6cd090d5efa04b6051fe625caf2_mt_ordered.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_036d2ca7327d9f76b74cac0f821834d9638f9d3d_mt_ordered.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                                  | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                                  |
 |  benchmark_mode               | Ordered                                                                                                                                                   | Ordered                                                                                                                                                   |
 |  build_type                   | release                                                                                                                                                   | release                                                                                                                                                   |
 |  chunk_indexes                | False                                                                                                                                                     | False                                                                                                                                                     |
 |  chunk_size                   | 65535                                                                                                                                                     | 65535                                                                                                                                                     |
 |  clients                      | 1                                                                                                                                                         | 1                                                                                                                                                         |
 |  clustering                   | None                                                                                                                                                      | None                                                                                                                                                      |
 |  compiler                     | clang 17.0.6                                                                                                                                              | clang 17.0.6                                                                                                                                              |
 |  cores                        | 64                                                                                                                                                        | 64                                                                                                                                                        |
 |  data_preparation_cores       | 0                                                                                                                                                         | 0                                                                                                                                                         |
 |  date                         | 2025-06-08 15:35:27                                                                                                                                       | 2025-06-06 18:15:22                                                                                                                                       |
 |  encoding                     | None                                                                                                                                                      | None                                                                                                                                                      |
 |  max_duration                 | 60000000000                                                                                                                                               | 60000000000                                                                                                                                               |
 |  max_runs                     | 50                                                                                                                                                        | 50                                                                                                                                                        |
 |  scale_factor                 | 10.0                                                                                                                                                      | 10.0                                                                                                                                                      |
 |  time_unit                    | ns                                                                                                                                                        | ns                                                                                                                                                        |
 |  use_prepared_statements      | False                                                                                                                                                     | False                                                                                                                                                     |
 |  using_scheduler              | True                                                                                                                                                      | True                                                                                                                                                      |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                                      | [64]                                                                                                                                                      |
 |  verify                       | False                                                                                                                                                     | False                                                                                                                                                     |
 |  warmup_duration              | 1000000000                                                                                                                                                | 1000000000                                                                                                                                                |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |      new |        ||      old |      new |        |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | TPC-H 01 ||  4692.51 |  4667.22 |   -1%  ||     0.20 |     0.20 |   +0%  | (run time too short) |
 | TPC-H 02 ||    57.09 |    55.59 |   -3%˄ ||    17.50 |    17.98 |   +3%˄ | (run time too short) |
 | TPC-H 03 ||   633.11 |   628.91 |   -1%˄ ||     1.58 |     1.59 |   +1%˄ | (run time too short) |
 | TPC-H 04 ||   631.05 |   623.27 |   -1%˄ ||     1.58 |     1.60 |   +1%˄ | (run time too short) |
-| TPC-H 05 ||   517.48 |   558.62 |   +8%˄ ||     1.93 |     1.79 |   -7%˄ | (run time too short) |
+| TPC-H 06 ||    67.73 |    64.61 |   -5%˄ ||    14.75 |    15.47 |   +5%˄ | (run time too short) |
 | TPC-H 07 ||   249.45 |   243.81 |   -2%˄ ||     4.01 |     4.10 |   +2%˄ | (run time too short) |
 | TPC-H 08 ||   219.24 |   225.83 |   +3%˄ ||     4.56 |     4.43 |   -3%˄ | (run time too short) |
-| TPC-H 09 ||  1882.05 |  2077.44 |  +10%  ||     0.52 |     0.47 |  -10%  | (run time too short) |
 | TPC-H 10 ||   566.69 |   570.85 |   +1%˄ ||     1.76 |     1.75 |   -1%˄ | (run time too short) |
 | TPC-H 11 ||    68.81 |    69.18 |   +1%˄ ||    14.52 |    14.45 |   -1%˄ | (run time too short) |
 | TPC-H 12 ||   466.71 |   454.60 |   -3%˄ ||     2.14 |     2.20 |   +3%˄ | (run time too short) |
+| TPC-H 13 ||  1943.07 |  1606.91 |  -17%  ||     0.50 |     0.62 |  +23%  | (run time too short) |
 | TPC-H 14 ||   154.49 |   151.75 |   -2%˄ ||     6.47 |     6.59 |   +2%˄ | (run time too short) |
-| TPC-H 15 ||   122.92 |   134.80 |  +10%˄ ||     8.13 |     7.42 |   -9%˄ | (run time too short) |
 | TPC-H 16 ||   553.60 |   552.71 |   -0%˄ ||     1.81 |     1.81 |   +0%˄ | (run time too short) |
-| TPC-H 17 ||    72.17 |    88.11 |  +22%˄ ||    13.85 |    11.34 |  -18%˄ | (run time too short) |
 | TPC-H 18 ||  1679.00 |  1679.54 |   +0%  ||     0.58 |     0.58 |   +0%  | (run time too short) |
 | TPC-H 19 ||   112.21 |   109.24 |   -3%˄ ||     8.91 |     9.15 |   +3%˄ | (run time too short) |
-| TPC-H 20 ||   181.82 |   191.69 |   +5%˄ ||     5.50 |     5.22 |   -5%˄ | (run time too short) |
 | TPC-H 21 ||  1021.32 |  1056.58 |   +3%˄ ||     0.98 |     0.95 |   -3%˄ | (run time too short) |
 | TPC-H 22 ||   156.99 |   156.46 |   -0%˄ ||     6.37 |     6.39 |   +0%˄ | (run time too short) |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum      || 16049.50 | 15967.72 |   -1%  ||          |          |        |                      |
 | Geomean  ||          |          |        ||          |          |   -1%  |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                         |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, shuffled, 64 clients, 64 cores, SF 10.0

Sum of avg. item runtimes: +4% || Geometric mean of throughput changes: -4%
Configuration Overview - click to expand
 +Configuration Overview---------+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_85450217ce7cb6cd090d5efa04b6051fe625caf2_mt.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_036d2ca7327d9f76b74cac0f821834d9638f9d3d_mt.json |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                          | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                          |
 |  benchmark_mode               | Shuffled                                                                                                                                          | Shuffled                                                                                                                                          |
 |  build_type                   | release                                                                                                                                           | release                                                                                                                                           |
 |  chunk_indexes                | False                                                                                                                                             | False                                                                                                                                             |
 |  chunk_size                   | 65535                                                                                                                                             | 65535                                                                                                                                             |
 |  clients                      | 64                                                                                                                                                | 64                                                                                                                                                |
 |  clustering                   | None                                                                                                                                              | None                                                                                                                                              |
 |  compiler                     | clang 17.0.6                                                                                                                                      | clang 17.0.6                                                                                                                                      |
 |  cores                        | 64                                                                                                                                                | 64                                                                                                                                                |
 |  data_preparation_cores       | 0                                                                                                                                                 | 0                                                                                                                                                 |
 |  date                         | 2025-06-08 15:46:43                                                                                                                               | 2025-06-06 18:26:40                                                                                                                               |
 |  encoding                     | None                                                                                                                                              | None                                                                                                                                              |
 |  max_duration                 | 1200000000000                                                                                                                                     | 1200000000000                                                                                                                                     |
 |  max_runs                     | -1                                                                                                                                                | -1                                                                                                                                                |
 |  scale_factor                 | 10.0                                                                                                                                              | 10.0                                                                                                                                              |
 |  time_unit                    | ns                                                                                                                                                | ns                                                                                                                                                |
 |  use_prepared_statements      | False                                                                                                                                             | False                                                                                                                                             |
 |  using_scheduler              | True                                                                                                                                              | True                                                                                                                                              |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                              | [64]                                                                                                                                              |
 |  verify                       | False                                                                                                                                             | False                                                                                                                                             |
 |  warmup_duration              | 0                                                                                                                                                 | 0                                                                                                                                                 |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+---------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |          ||      old |      new |        ||      old |      new |        |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+
 | TPC-H 01 ||  6187.08 |  6124.29 |   -1%  ||     1.15 |     1.11 |   -4%  |  0.3296 |
 | TPC-H 02 ||   496.63 |   488.29 |   -2%  ||     1.16 |     1.11 |   -4%  |  0.9025 |
-| TPC-H 03 ||  2531.57 |  2779.71 |  +10%  ||     1.16 |     1.11 |   -4%  |  0.0333 |
-| TPC-H 04 ||  2164.02 |  2319.29 |   +7%  ||     1.16 |     1.11 |   -4%  |  0.0933 |
-| TPC-H 05 ||  3818.47 |  4110.18 |   +8%  ||     1.15 |     1.11 |   -4%  |  0.0459 |
 | TPC-H 06 ||   736.48 |   768.87 |   +4%  ||     1.16 |     1.11 |   -4%  |  0.5924 |
-| TPC-H 07 ||  3032.09 |  3488.75 |  +15%  ||     1.15 |     1.11 |   -4%  |  0.0023 |
-| TPC-H 08 ||  2118.20 |  2452.47 |  +16%  ||     1.16 |     1.11 |   -4%  |  0.0072 |
-| TPC-H 09 ||  5757.24 |  6250.98 |   +9%  ||     1.15 |     1.11 |   -4%  |  0.0025 |
-| TPC-H 10 ||  3186.20 |  3510.11 |  +10%  ||     1.16 |     1.11 |   -4%  |  0.0166 |
 | TPC-H 11 ||   508.13 |   529.27 |   +4%  ||     1.16 |     1.11 |   -4%  |  0.7045 |
 | TPC-H 12 ||  2510.23 |  2525.96 |   +1%  ||     1.16 |     1.11 |   -4%  |  0.8844 |
+| TPC-H 13 ||  4818.63 |  3894.67 |  -19%  ||     1.15 |     1.11 |   -4%  |  0.0000 |
 | TPC-H 14 ||  1143.64 |  1163.76 |   +2%  ||     1.16 |     1.11 |   -4%  |  0.7977 |
-| TPC-H 15 ||   562.29 |   725.70 |  +29%  ||     1.16 |     1.11 |   -4%  |  0.0004 |
 | TPC-H 16 ||  2203.84 |  2231.71 |   +1%  ||     1.15 |     1.11 |   -4%  |  0.7812 |
-| TPC-H 17 ||   772.96 |   820.33 |   +6%  ||     1.16 |     1.11 |   -4%  |  0.5138 |
 | TPC-H 18 ||  3665.86 |  3699.22 |   +1%  ||     1.15 |     1.11 |   -4%  |  0.7035 |
 | TPC-H 19 ||  1098.42 |  1077.41 |   -2%  ||     1.16 |     1.11 |   -4%  |  0.8012 |
-| TPC-H 20 ||  1502.30 |  1629.31 |   +8%  ||     1.16 |     1.11 |   -4%  |  0.1875 |
-| TPC-H 21 ||  4958.15 |  5412.10 |   +9%  ||     1.15 |     1.11 |   -4%  |  0.0050 |
-| TPC-H 22 ||  1143.62 |  1216.39 |   +6%  ||     1.16 |     1.11 |   -4%  |  0.4337 |
 +----------++----------+----------+--------++----------+----------+--------+---------+
 | Sum      || 54916.07 | 57218.77 |   +4%  ||          |          |        |         |
 | Geomean  ||          |          |        ||          |          |   -4%  |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - single-threaded

Sum of avg. item runtimes: -12% || Geometric mean of throughput changes: +17%
Configuration Overview - click to expand
 +Configuration Overview---+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCDS_85450217ce7cb6cd090d5efa04b6051fe625caf2_st.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCDS_036d2ca7327d9f76b74cac0f821834d9638f9d3d_st.json |
 +-------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                           | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                           
10000
|
 |  benchmark_mode         | Ordered                                                                                                                                            | Ordered                                                                                                                                            |
 |  build_type             | release                                                                                                                                            | release                                                                                                                                            |
 |  chunk_indexes          | False                                                                                                                                              | False                                                                                                                                              |
 |  chunk_size             | 65535                                                                                                                                              | 65535                                                                                                                                              |
 |  clients                | 1                                                                                                                                                  | 1                                                                                                                                                  |
 |  compiler               | clang 17.0.6                                                                                                                                       | clang 17.0.6                                                                                                                                       |
 |  cores                  | 0                                                                                                                                                  | 0                                                                                                                                                  |
 |  data_preparation_cores | 0                                                                                                                                                  | 0                                                                                                                                                  |
 |  date                   | 2025-06-08 16:08:13                                                                                                                                | 2025-06-06 18:48:07                                                                                                                                |
 |  encoding               | None                                                                                                                                               | None                                                                                                                                               |
 |  max_duration           | 60000000000                                                                                                                                        | 60000000000                                                                                                                                        |
 |  max_runs               | 50                                                                                                                                                 | 50                                                                                                                                                 |
 |  time_unit              | ns                                                                                                                                                 | ns                                                                                                                                                 |
 |  using_scheduler        | False                                                                                                                                              | False                                                                                                                                              |
 |  verify                 | False                                                                                                                                              | False                                                                                                                                              |
 |  warmup_duration        | 1000000000                                                                                                                                         | 1000000000                                                                                                                                         |
 +-------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
-| 01      ||   202.75 |   213.96 |   +6%˄ ||     4.93 |     4.67 |   -5%˄ | (run time too short) |
+| 03      ||    52.52 |    36.42 |  -31%˄ ||    19.04 |    27.45 |  +44%˄ | (run time too short) |
+| 06      ||   181.88 |   162.04 |  -11%˄ ||     5.50 |     6.17 |  +12%˄ | (run time too short) |
+| 07      ||   293.76 |   256.21 |  -13%˄ ||     3.40 |     3.90 |  +15%˄ | (run time too short) |
+| 09      ||  1357.77 |   739.99 |  -45%˄ ||     0.73 |     1.35 |  +84%˄ | (run time too short) |
+| 10      ||   161.90 |   124.98 |  -23%˄ ||     6.18 |     8.00 |  +30%˄ | (run time too short) |
+| 13      ||   505.20 |   462.38 |   -8%˄ ||     1.98 |     2.16 |   +9%˄ | (run time too short) |
 | 15      ||   122.34 |   117.73 |   -4%˄ ||     8.17 |     8.49 |   +4%˄ | (run time too short) |
+| 16      ||    73.16 |    54.23 |  -26%˄ ||    13.67 |    18.44 |  +35%˄ | (run time too short) |
+| 17      ||   290.49 |   258.62 |  -11%˄ ||     3.44 |     3.87 |  +12%˄ | (run time too short) |
+| 19      ||   110.44 |    87.12 |  -21%˄ ||     9.05 |    11.48 |  +27%˄ | (run time too short) |
+| 25      ||   177.17 |   144.09 |  -19%˄ ||     5.64 |     6.94 |  +23%˄ | (run time too short) |
+| 26      ||   130.21 |   116.84 |  -10%˄ ||     7.68 |     8.56 |  +11%˄ | (run time too short) |
+| 28      ||  1145.50 |   582.15 |  -49%˄ ||     0.87 |     1.72 |  +97%˄ | (run time too short) |
+| 29      ||   462.81 |   428.79 |   -7%˄ ||     2.16 |     2.33 |   +8%˄ | (run time too short) |
+| 31      ||  1347.53 |  1289.17 |   -4%  ||     0.73 |     0.77 |   +5%  |               0.0000 |
+| 32      ||    39.14 |    29.28 |  -25%˄ ||    25.55 |    34.15 |  +34%˄ | (run time too short) |
+| 34      ||   170.84 |   146.92 |  -14%˄ ||     5.85 |     6.81 |  +16%˄ | (run time too short) |
+| 35      ||   634.18 |   601.16 |   -5%˄ ||     1.58 |     1.66 |   +5%˄ | (run time too short) |
+| 37      ||  1216.07 |   679.42 |  -44%˄ ||     0.82 |     1.47 |  +80%˄ | (run time too short) |
+| 39a     ||  1780.11 |  1591.91 |  -11%  ||     0.55 |     0.62 |  +12%  | (run time too short) |
+| 39b     ||  1761.92 |  1577.23 |  -10%  ||     0.57 |     0.63 |  +12%  |               0.0000 |
-| 41      ||   279.16 |   314.97 |  +13%˄ ||     3.58 |     3.17 |  -11%˄ | (run time too short) |
+| 42      ||    94.15 |    69.52 |  -26%˄ ||    10.62 |    14.38 |  +35%˄ | (run time too short) |
 | 43      ||   997.31 |   958.70 |   -4%˄ ||     1.00 |     1.04 |   +4%˄ | (run time too short) |
 | 45      ||   106.09 |   102.71 |   -3%˄ ||     9.43 |     9.74 |   +3%˄ | (run time too short) |
 | 48      ||  1067.61 |  1055.97 |   -1%˄ ||     0.94 |     0.95 |   +1%˄ | (run time too short) |
+| 50      ||   120.98 |   107.58 |  -11%˄ ||     8.27 |     9.29 |  +12%˄ | (run time too short) |
+| 52      ||    91.93 |    67.78 |  -26%˄ ||    10.88 |    14.75 |  +36%˄ | (run time too short) |
+| 55      ||    87.32 |    63.31 |  -27%˄ ||    11.45 |    15.79 |  +38%˄ | (run time too short) |
 | 62      ||   531.05 |   537.21 |   +1%˄ ||     1.88 |     1.86 |   -1%˄ | (run time too short) |
 | 65      ||  1772.99 |  1747.67 |   -1%  ||     0.55 |     0.57 |   +3%  | (run time too short) |
+| 69      ||   167.56 |   135.99 |  -19%˄ ||     5.97 |     7.35 |  +23%˄ | (run time too short) |
+| 73      ||    96.92 |    75.40 |  -22%˄ ||    10.32 |    13.26 |  +29%˄ | (run time too short) |
 | 79      ||   492.49 |   480.45 |   -2%˄ ||     2.03 |     2.08 |   +3%˄ | (run time too short) |
 | 81      ||   143.81 |   150.14 |   +4%˄ ||     6.95 |     6.66 |   -4%˄ | (run time too short) |
+| 82      ||  1254.92 |   712.75 |  -43%˄ ||     0.78 |     1.40 |  +79%˄ | (run time too short) |
+| 83      ||    39.64 |    37.09 |   -6%˄ ||    25.22 |    26.96 |   +7%˄ | (run time too short) |
-| 84      ||    12.09 |    14.15 |  +17%˄ ||    82.67 |    70.66 |  -15%˄ | (run time too short) |
 | 85      ||   153.79 |   153.18 |   -0%˄ ||     6.50 |     6.53 |   +0%˄ | (run time too short) |
+| 88      ||   777.04 |   626.39 |  -19%˄ ||     1.29 |     1.60 |  +24%˄ | (run time too short) |
 | 91      ||    16.74 |    16.40 |   -2%˄ ||    59.73 |    60.96 |   +2%˄ | (run time too short) |
+| 92      ||    32.56 |    26.37 |  -19%˄ ||    30.71 |    37.92 |  +23%˄ | (run time too short) |
+| 93      ||  2319.87 |  2124.82 |   -8%  ||     0.42 |     0.47 |  +12%  | (run time too short) |
+| 94      ||    43.34 |    33.25 |  -23%˄ ||    23.07 |    30.07 |  +30%˄ | (run time too short) |
 | 95      ||  4822.90 |  4647.08 |   -4%  ||     0.20 |     0.20 |   +0%  | (run time too short) |
+| 96      ||    80.44 |    58.48 |  -27%˄ ||    12.43 |    17.10 |  +38%˄ | (run time too short) |
+| 97      ||  3418.44 |  3219.18 |   -6%  ||     0.28 |     0.30 |   +6%  | (run time too short) |
 | 99      ||  1049.66 |  1045.47 |   -0%˄ ||     0.95 |     0.96 |   +0%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum     || 32288.52 | 28282.67 |  -12%  ||          |          |        |                      |
+| Geomean ||          |          |        ||          |          |  +17%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: -3% || Geometric mean of throughput changes: +4%
Configuration Overview - click to expand
 +Configuration Overview---------+------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCDS_85450217ce7cb6cd090d5efa04b6051fe625caf2_mt_ordered.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCDS_036d2ca7327d9f76b74cac0f821834d9638f9d3d_mt_ordered.json |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                                   | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                                   |
 |  benchmark_mode               | Ordered                                                                                                                                                    | Ordered                                                                                                                                                    |
 |  build_type                   | release                                                                                                                                                    | release                                                                                                                                                    |
 |  chunk_indexes                | False                                                                                                                                                      | False                                                                                                                                                      |
 |  chunk_size                   | 65535                                                                                                                                                      | 65535                                                                                                                                                      |
 |  clients                      | 1                                                                                                                                                          | 1                                                                                                                                                          |
 |  compiler                     | clang 17.0.6                                                                                                                                               | clang 17.0.6                                                                                                                                               |
 |  cores                        | 64                                                                                                                                                         | 64                                                                                                                                                         |
 |  data_preparation_cores       | 0                                                                                                                                                          | 0                                                                                                                                                          |
 |  date                         | 2025-06-08 16:29:11                                                                                                                                        | 2025-06-06 19:06:41                                                                                                                                        |
 |  encoding                     | None                                                                                                                                                       | None                                                                                                                                                       |
 |  max_duration                 | 60000000000                                                                                                                                                | 60000000000                                                                                                                                                |
 |  max_runs                     | 50                                                                                                                                                         | 50                                                                                                                                                         |
 |  time_unit                    | ns                                                                                                                                                         | ns                                                                                                                                                         |
 |  using_scheduler              | True                                                                                                                                                       | True                                                                                                                                                       |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                                       | [64]                                                                                                                                                       |
 |  verify                       | False                                                                                                                                                      | False                                                                                                                                                      |
 |  warmup_duration              | 1000000000                                                                                                                                                 | 1000000000                                                                                                                                                 |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | 01      ||   219.84 |   226.56 |   +3%˄ ||     4.55 |     4.41 |   -3%˄ | (run time too short) |
 | 03      ||    30.78 |    30.18 |   -2%˄ ||    32.45 |    33.09 |   +2%˄ | (run time too short) |
 | 06      ||   167.66 |   162.91 |   -3%˄ ||     5.96 |     6.14 |   +3%˄ | (run time too short) |
 | 07      ||   188.56 |   184.37 |   -2%˄ ||     5.30 |     5.42 |   +2%˄ | (run time too short) |
+| 09      ||   150.17 |   111.94 |  -25%˄ ||     6.66 |     8.93 |  +34%˄ | (run time too short) |
+| 10      ||    40.59 |    36.06 |  -11%˄ ||    24.61 |    27.71 |  +13%˄ | (run time too short) |
 | 13      ||   246.68 |   255.05 |   +3%˄ ||     4.05 |     3.92 |   -3%˄ | (run time too short) |
 | 15      ||    74.08 |    72.39 |   -2%˄ ||    13.49 |    13.81 |   +2%˄ | (run time too short) |
 | 16      ||    31.72 |    30.80 |   -3%˄ ||    31.49 |    32.43 |   +3%˄ | (run time too short) |
+| 17      ||   120.61 |   114.51 |   -5%˄ ||     8.29 |     8.73 |   +5%˄ | (run time too short) |
 | 19      ||    71.45 |    69.63 |   -3%˄ ||    13.99 |    14.35 |   +3%˄ | (run time too short) |
 | 25      ||    91.00 |    88.79 |   -2%˄ ||    10.99 |    11.26 |   +2%˄ | (run time too short) |
 | 26      ||    91.36 |    91.41 |   +0%˄ ||    10.94 |    10.94 |   -0%˄ | (run time too short) |
+| 28      ||   161.14 |   149.45 |   -7%˄ ||     6.20 |     6.69 |   +8%˄ | (run time too short) |
+| 29      ||   412.46 |   390.12 |   -5%˄ ||     2.42 |     2.56 |   +6%˄ | (run time too short) |
+| 31      ||   487.81 |   461.49 |   -5%˄ ||     2.05 |     2.17 |   +6%˄ | (run time too short) |
+| 32      ||    30.17 |    28.28 |   -6%˄ ||    33.11 |    35.31 |   +7%˄ | (run time too short) |
+| 34      ||    96.67 |    92.49 |   -4%˄ ||    10.34 |    10.81 |   +5%˄ | (run time too short) |
 | 35      ||   367.63 |   370.74 |   +1%˄ ||     2.72 |     2.70 |   -1%˄ | (run time too short) |
+| 37      ||   251.52 |   194.70 |  -23%˄ ||     3.98 |     5.14 |  +29%˄ | (run time too short) |
 | 39a     ||   688.41 |   699.08 |   +2%˄ ||     1.45 |     1.43 |   -2%˄ | (run time too short) |
+| 39b     ||   723.58 |   673.62 |   -7%˄ ||     1.38 |     1.48 |   +7%˄ | (run time too short) |
-| 41      ||   358.00 |   388.98 |   +9%˄ ||     2.79 |     2.57 |   -8%˄ | (run time too short) |
+| 42      ||    52.96 |    49.02 |   -7%˄ ||    18.87 |    20.38 |   +8%˄ | (run time too short) |
 | 43      ||   449.52 |   438.82 |   -2%˄ ||     2.22 |     2.28 |   +2%˄ | (run time too short) |
 | 45      ||    53.77 |    54.33 |   +1%˄ ||    18.58 |    18.39 |   -1%˄ | (run time too short) |
 | 48      ||   507.56 |   508.16 |   +0%˄ ||     1.97 |     1.97 |   -0%˄ | (run time too short) |
 | 50      ||   105.29 |   106.83 |   +1%˄ ||     9.49 |     9.36 |   -1%˄ | (run time too short) |
+| 52      ||    56.11 |    51.98 |   -7%˄ ||    17.81 |    19.22 |   +8%˄ | (run time too short) |
+| 55      ||    49.60 |    45.83 |   -8%˄ ||    20.14 |    21.80 |   +8%˄ | (run time too short) |
 | 62      ||   347.43 |   346.78 |   -0%˄ ||     2.88 |     2.88 |   +0%˄ | (run time too short) |
 | 65      ||  1451.26 |  1439.80 |   -1%  ||     0.68 |     0.68 |   +0%  |               0.1567 |
+| 69      ||    72.84 |    69.64 |   -4%˄ ||    13.72 |    14.35 |   +5%˄ | (run time too short) |
+| 73      ||    58.02 |    53.81 |   -7%˄ ||    17.23 |    18.57 |   +8%˄ | (run time too short) |
 | 79      ||   463.84 |   474.15 |   +2%˄ ||     2.16 |     2.11 |   -2%˄ | (run time too short) |
 | 81      ||   172.70 |   173.38 |   +0%˄ ||     5.79 |     5.77 |   -0%˄ | (run time too short) |
+| 82      ||   281.17 |   219.45 |  -22%˄ ||     3.56 |     4.56 |  +28%˄ | (run time too short) |
 | 83      ||    44.96 |    45.34 |   +1%˄ ||    22.22 |    22.04 |   -1%˄ | (run time too short) |
 | 84      ||     9.31 |     9.70 |   +4%˄ ||   107.06 |   102.78 |   -4%˄ | (run time too short) |
 | 85      ||    67.59 |    68.38 |   +1%˄ ||    14.79 |    14.62 |   -1%˄ | (run time too short) |
+| 88      ||    90.65 |    81.13 |  -10%˄ ||    11.03 |    12.32 |  +12%˄ | (run time too short) |
 | 91      ||    17.01 |    17.61 |   +4%˄ ||    58.66 |    56.68 |   -3%˄ | (run time too short) |
 | 92      ||    36.21 |    35.39 |   -2%˄ ||    27.59 |    28.23 |   +2%˄ | (run time too short) |
+| 93      ||   545.29 |   520.47 |   -5%˄ ||     1.83 |     1.92 |   +5%˄ | (run time too short) |
 | 94      ||    31.96 |    31.73 |   -1%˄ ||    31.26 |    31.48 |   +1%˄ | (run time too short) |
+| 95      ||   704.82 |   668.16 |   -5%˄ ||     1.42 |     1.50 |   +5%˄ | (run time too short) |
 | 96      ||    49.10 |    47.37 |   -4%˄ ||    20.35 |    21.10 |   +4%˄ | (run time too short) |
 | 97      ||  1296.49 |  1285.96 |   -1%  ||     0.77 |     0.77 |   +0%  |               0.3126 |
 | 99      ||   564.11 |   558.50 |   -1%˄ ||     1.77 |     1.79 |   +1%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 12681.44 | 12325.25 |   -3%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   +4%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCDS_85450217ce7cb6cd090d5efa04b6051fe625caf2_mt.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCDS_036d2ca7327d9f76b74cac0f821834d9638f9d3d_mt.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                           | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                           |
 |  benchmark_mode               | Shuffled                                                                                                                                           | Shuffled                                                                                                                                           |
 |  build_type                   | release                                                                                                                                            | release                                                                                                                                            |
 |  chunk_indexes                | False                                                                                                                                              | False                                                                                                                                              |
 |  chunk_size                   | 65535                                                                                                                                              | 65535                                                                                                                                              |
 |  clients                      | 64                                                                                                                                                 | 64                                                                                                                                                 |
 |  compiler                     | clang 17.0.6                                                                                                                                       | clang 17.0.6                                                                                                                                       |
 |  cores                        | 64                                                                                                                                                 | 64                                                                                                                                                 |
 |  data_preparation_cores       | 0                                                                                                                                                  | 0                                                                                                                                                  |
 |  date                         | 2025-06-08 16:41:00                                                                                                                                | 2025-06-06 19:18:13                                                                                                                                |
 |  encoding                     | None                                                                                                                                               | None                                                                                                                                               |
 |  max_duration                 | 1200000000000                                                                                                                                      | 1200000000000                                                                                                                                      |
 |  max_runs                     | -1                                                                                                                                                 | -1                                                                                                                                                 |
 |  time_unit                    | ns                                                                                                                                                 | ns                                                                                                                                                 |
 |  using_scheduler              | True                                                                                                                                               | True                                                                                                                                               |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                               | [64]                                                                                                                                               |
 |  verify                       | False                                                                                                                                              | False                                                                                                                                              |
 |  warmup_duration              | 0                                                                                                                                                  | 0                                                                                                                                                  |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | 01      ||   756.34 |   760.55 |   +1%  ||     1.02 |     1.03 |   +1%  |  0.9181 |
 | 03      ||   236.26 |   238.60 |   +1%  ||     1.02 |     1.03 |   +1%  |  0.9201 |
+| 06      ||   892.52 |   780.18 |  -13%  ||     1.02 |     1.03 |   +1%  |  0.0631 |
-| 07      ||   959.94 |  1044.24 |   +9%  ||     1.02 |     1.03 |   +0%  |  0.1332 |
+| 09      ||  1073.94 |   896.62 |  -17%  ||     1.02 |     1.03 |   +1%  |  0.0092 |
+| 10      ||   849.35 |   719.50 |  -15%  ||     1.02 |     1.03 |   +0%  |  0.0387 |
-| 13      ||  1677.70 |  1797.18 |   +7%  ||     1.02 |     1.02 |   +0%  |  0.1193 |
-| 15      ||   493.51 |   551.75 |  +12%  ||     1.02 |     1.03 |   +1%  |  0.2114 |
+| 16      ||   488.19 |   418.95 |  -14%  ||     1.02 |     1.03 |   +1%  |  0.1141 |
 | 17      ||  1325.08 |  1326.08 |   +0%  ||     1.02 |     1.03 |   +1%  |  0.9887 |
+| 19      ||   671.68 |   631.21 |   -6%  ||     1.02 |     1.03 |   +1%  |  0.3856 |
-| 25      ||   950.48 |  1030.02 |   +8%  ||     1.02 |     1.03 |   +1%  |  0.2325 |
+| 26      ||   545.41 |   497.64 |   -9%  ||     1.02 |     1.03 |   +1%  |  0.2650 |
+| 28      ||  1804.08 |  1644.62 |   -9%  ||     1.02 |     1.03 |   +1%  |  0.0788 |
 | 29      ||  1758.34 |  1712.88 |   -3%  ||     1.02 |     1.03 |   +1%  |  0.5544 |
 | 31      ||  2687.13 |  2733.12 |   +2%  ||     1.02 |     1.03 |   +1%  |  0.6775 |
+| 32      ||   203.98 |   176.50 |  -13%  ||     1.02 |     1.03 |   +1%  |  0.3016 |
 | 34      ||   759.75 |   792.20 |   +4%  ||     1.02 |     1.03 |   +1%  |  0.5214 |
 | 35      ||  2128.86 |  2132.69 |   +0%  ||     1.02 |     1.03 |   +1%  |  0.9634 |
+| 37      ||  1033.73 |   886.77 |  -14%  ||     1.02 |     1.03 |   +1%  |  0.0084 |
-| 39a     ||  2907.69 |  3067.35 |   +5%  ||     1.02 |     1.02 |   +0%  |  0.0714 |
-| 39b     ||  2882.63 |  3036.57 |   +5%  ||     1.02 |     1.03 |   +1%  |  0.0831 |
-| 41      ||  1978.00 |  2134.95 |   +8%  ||     1.02 |     1.03 |   +1%  |  0.0958 |
 | 42      ||   521.24 |   509.26 |   -2%  ||     1.02 |     1.03 |   +1%  |  0.8064 |
 | 43      ||  1556.17 |  1553.14 |   -0%  ||     1.02 |     1.03 |   +1%  |  0.9621 |
 | 45      ||   727.46 |   723.55 |   -1%  ||     1.02 |     1.03 |   +1%  |  0.9439 |
 | 48      ||  2724.37 |  2759.53 |   +1%  ||     1.02 |     1.02 |   +0%  |  0.7360 |
 | 50      ||  1093.47 |  1099.53 |   +1%  ||     1.02 |     1.03 |   +1%  |  0.9241 |
+| 52      ||   531.39 |   425.94 |  -20%  ||     1.02 |     1.03 |   +1%  |  0.0069 |
 | 55      ||   464.48 |   463.62 |   -0%  ||     1.02 |     1.03 |   +1%  |  0.9823 |
+| 62      ||  1134.38 |  1044.19 |   -8%  ||     1.02 |     1.03 |   +1%  |  0.0988 |
 | 65      ||  4447.98 |  4589.62 |   +3%  ||     1.02 |     1.02 |   +1%  |  0.0413 |
+| 69      ||  1101.94 |   990.95 |  -10%  ||     1.02 |     1.03 |   +0%  |  0.1474 |
+| 73      ||   592.52 |   512.93 |  -13%  ||     1.02 |     1.03 |   +1%  |  0.1243 |
 | 79      ||  1629.17 |  1643.12 |   +1%  ||     1.02 |     1.03 |   +0%  |  0.8397 |
-| 81      ||   562.97 |   687.28 |  +22%  ||     1.02 |     1.03 |   +0%  |  0.0023 |
+| 82      ||  1146.66 |   954.46 |  -17%  ||     1.02 |     1.03 |   +1%  |  0.0001 |
-| 83      ||   290.64 |   322.06 |  +11%  ||     1.02 |     1.03 |   +1%  |  0.3940 |
 | 84      ||   120.33 |   123.87 |   +3%  ||     1.02 |     1.03 |   +1%  |  0.8617 |
+| 85      ||   962.63 |   883.11 |   -8%  ||     1.02 |     1.03 |   +1%  |  0.2746 |
 | 88      ||  2689.65 |  2616.65 |   -3%  ||     1.02 |     1.03 |   +1%  |  0.5310 |
-| 91      ||   174.46 |   206.61 |  +18%  ||     1.02 |     1.03 |   +1%  |  0.2736 |
+| 92      ||   264.64 |   243.59 |   -8%  ||     1.02 |     1.03 |   +1%  |  0.4220 |
 | 93      ||  1758.70 |  1754.43 |   -0%  ||     1.02 |     1.03 |   +1%  |  0.9530 |
+| 94      ||   513.22 |   474.89 |   -7%  ||     1.02 |     1.03 |   +1%  |  0.4709 |
+| 95      ||  2320.47 |  2173.79 |   -6%  ||     1.02 |     1.03 |   +1%  |  0.0602 |
 | 96      ||   461.19 |   472.94 |   +3%  ||     1.02 |     1.03 |   +1%  |  0.7890 |
 | 97      ||  4282.52 |  4458.78 |   +4%  ||     1.02 |     1.02 |   +0%  |  0.0795 |
 | 99      ||  1427.77 |  1438.13 |   +1%  ||     1.02 |     1.03 |   +1%  |  0.8416 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 62565.02 | 62136.14 |   -1%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   +1%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - single-threaded

Sum of avg. item runtimes: -13% || Geometric mean of throughput changes: +14%
Configuration Overview - click to expand
 +Configuration Overview---+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCC_85450217ce7cb6cd090d5efa04b6051fe625caf2_st.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCC_036d2ca7327d9f76b74cac0f821834d9638f9d3d_st.json |
 +-------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                          | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                          |
 |  benchmark_mode         | Shuffled                                                                                                                                          | Shuffled                                                                                                                                          |
 |  build_type             | release                                                                                                                                           | release                                                                                                                                           |
 |  chunk_indexes          | False                                                                                                                                             | False                                                                                                                                             |
 |  chunk_size             | 65535                                                                                                                                             | 65535                                                                                                                                             |
 |  clients                | 1                                                                                                                                                 | 1                                                                                                                                                 |
 |  compiler               | clang 17.0.6                                                                                                                                      | clang 17.0.6                                                                                                                                      |
 |  cores                  | 0                                                                                                                                                 | 0                                                                                                                                                 |
 |  data_preparation_cores | 0                                                                                                                                                 | 0                                                                                                                                                 |
 |  date                   | 2025-06-08 17:01:17                                                                                                                               | 2025-06-06 19:38:29                                                                                                                               |
 |  encoding               | None                                                                                                                                              | None                                                                                                                                              |
 |  max_duration           | 60000000000                                                                                                                                       | 60000000000                                                                                                                                       |
 |  max_runs               | -1                                                                                                                                                | -1                                                                                                                                                |
 |  scale_factor           | 10                                                                                                                                                | 10                                                                                                                                                |
 |  time_unit              | ns                                                                                                                                                | ns                                                                                                                                                |
 |  using_scheduler        | False                                                                                                                                             | False                                                                                                                                             |
 |  verify                 | False                                                                                                                                             | False                                                                                                                                             |
 |  warmup_duration        | 0                                                                                                                                                 | 0                                                                                                                                                 |
 +-------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
+| Delivery     ||    28.79 |   25.11 |  -13%  ||     4.85 |     5.37 |  +11%  |  0.0000 |
+| New-Order    ||    13.80 |   11.84 |  -14%  ||    53.15 |    60.55 |  +14%  |  0.0000 |
+| Order-Status ||     1.40 |    1.19 |  -15%  ||     4.40 |     4.83 |  +10%  |  0.0000 |
+| Payment      ||     2.19 |    2.22 |   +1%  ||    49.70 |    58.93 |  +19%  |  0.0119 |
+| Stock-Level  ||     2.16 |    1.89 |  -12%  ||     4.52 |     5.22 |  +15%  |  0.0000 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
+| Sum          ||    48.34 |   42.25 |  -13%  ||          |          |        |         |
+| Geomean      ||          |         |        ||          |          |  +14%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 64 clients, 10 warehouses, 64 cores (high contention)

Sum of avg. item runtimes: +5% || Geometric mean of throughput changes: -5%
Configuration Overview - click to expand
 +Configuration Overview---------+------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCC_85450217ce7cb6cd090d5efa04b6051fe625caf2_mt_highcont.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCC_036d2ca7327d9f76b74cac0f821834d9638f9d3d_mt_highcont.json |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                                   | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                                   |
 |  benchmark_mode               | Shuffled                                                                                                                                                   | Shuffled                                                                                                                                                   |
 |  build_type                   | release                                                                                                                                                    | release                                                                                                                                                    |
 |  chunk_indexes                | False                                                                                                                                                      | False                                                                                                                                                      |
 |  chunk_size                   | 65535                                                                                                                                                      | 65535                                                                                                                                                      |
 |  clients                      | 64                                                                                                                                                         | 64                                                                                                                                                         |
 |  compiler                     | clang 17.0.6                                                                                                                                               | clang 17.0.6                                                                                                                                               |
 |  cores                        | 64                                                                                                                                                         | 64                                                                                                                                                         |
 |  data_preparation_cores       | 0                                                                                                                                                          | 0                                                                                                                                                          |
 |  date                         | 2025-06-08 17:02:24                                                                                                                                        | 2025-06-06 19:39:35                                                                                                                                        |
 |  encoding                     | None                                                                                                                                                       | None                                                                                                                                                       |
 |  max_duration                 | 600000000000                                                                                                                                               | 600000000000                                                                                                                                               |
 |  max_runs                     | -1                                                                                                                                                         | -1                                                                                                                                                         |
 |  scale_factor                 | 10                                                                                                                                                         | 10                                                                                                                                                         |
 |  time_unit                    | ns                                                                                                                                                         | ns                                                                                                                                                         |
 |  using_scheduler              | True                                                                                                                                                       | True                                                                                                                                                       |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                                       | [64]                                                                                                                                                       |
 |  verify                       | False                                                                                                                                                      | False                                                                                                                                                      |
 |  warmup_duration              | 0                                                                                                                                                          | 0                                                                                                                                                          |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
-| Delivery     ||   178.52 |  188.26 |   +5%  ||    34.11 |    32.46 |   -5%  |  0.0000 |
 |    unsucc.:  ||     3.58 |    3.45 |   -4%  ||    51.31 |    49.01 |   -4%  |         |
 | New-Order    ||    93.24 |   96.96 |   +4%  ||   477.20 |   455.99 |   -4%  |  0.0000 |
 |    unsucc.:  ||     8.28 |    8.79 |   +6%  ||   485.48 |   460.65 |   -5%  |         |
-| Order-Status ||     9.35 |   10.03 |   +7%  ||    85.82 |    81.66 |   -5%  |  0.0000 |
-| Payment      ||    14.88 |   16.34 |  +10%  ||   246.49 |   230.28 |   -7%  |  0.0000 |
 |    unsucc.:  ||     5.24 |    5.63 |   +7%  ||   672.49 |   648.06 |   -4%  |         |
-| Stock-Level  ||    13.52 |   14.42 |   +7%  ||    85.53 |    81.04 |   -5%  |  0.0000 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
-| Sum          ||   309.50 |  326.01 |   +5%  ||          |          |        |         |
-| Geomean      ||          |         |        ||          |          |   -5%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 10 clients, 10 warehouses, 64 cores (low contention)

Sum of avg. item runtimes: -4% || Geometric mean of throughput changes: +4%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCC_85450217ce7cb6cd090d5efa04b6051fe625caf2_mt_lowcont.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCC_036d2ca7327d9f76b74cac0f821834d9638f9d3d_mt_lowcont.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                                  | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                                  |
 |  benchmark_mode               | Shuffled                                                                                                                                                  | Shuffled                                                                                                                                                  |
 |  build_type                   | release                                                                                                                                                   | release                                                                                                                                                   |
 |  chunk_indexes                | False                                                                                                                                                     | False                                                                                                                                                     |
 |  chunk_size                   | 65535                                                                                                                                                     | 65535                                                                                                                                                     |
 |  clients                      | 10                                                                                                                                                        | 10                                                                                                                                                        |
 |  compiler                     | clang 17.0.6                                                                                                                                              | clang 17.0.6                                                                                                                                              |
 |  cores                        | 64                                                                                                                                                        | 64                                                                                                                                                        |
 |  data_preparation_cores       | 0                                                                                                                                                         | 0                                                                                                                                                         |
 |  date                         | 2025-06-08 17:12:36                                                                                                                                       | 2025-06-06 19:49:47                                                                                                                                       |
 |  encoding                     | None                                                                                                                                                      | None                                                                                                                                                      |
 |  max_duration                 | 600000000000                                                                                                                                              | 600000000000                                                                                                                                              |
 |  max_runs                     | -1                                                                                                                                                        | -1                                                                                                                                                        |
 |  scale_factor                 | 10                                                                                                                                                        | 10                                                                                                                                                        |
 |  time_unit                    | ns                                                                                                                                                        | ns                                                                                                                                                        |
 |  using_scheduler              | True                                                                                                                                                      | True                                                                                                                                                      |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                                      | [64]                                                                                                                                                      |
 |  verify                       | False                                                                                                                                                     | False                                                                                                                                                     |
 |  warmup_duration              | 0                                                                                                                                                         | 0                                                                                                                                                         |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Delivery     ||    77.06 |   74.54 |   -3%  ||    16.33 |    16.85 |   +3%  |  0.0000 |
 |    unsucc.:  ||     0.96 |    0.86 |  -11%  ||     2.03 |     2.10 |   +3%  |         |
+| New-Order    ||    39.21 |   36.89 |   -6%  ||   183.67 |   193.26 |   +5%  |  0.0000 |
 |    unsucc.:  ||     3.44 |    3.52 |   +2%  ||    17.52 |    18.35 |   +5%  |         |
+| Order-Status ||     4.36 |    4.12 |   -5%  ||    17.72 |    18.74 |   +6%  |  0.0000 |
 | Payment      ||     7.75 |    7.84 |   +1%  ||   157.85 |   163.95 |   +4%  |  0.0000 |
 |    unsucc.:  ||     1.99 |    2.00 |   +0%  ||    33.75 |    36.07 |   +7%  |         |
 | Stock-Level  ||     5.48 |    5.53 |   +1%  ||    17.79 |    18.53 |   +4%  |  0.0000 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||   133.86 |  128.92 |   -4%  ||          |          |        |         |
 | Geomean      ||          |         |        ||          |          |   +4%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - single-threaded

Sum of avg. item runtimes: +2% || Geometric mean of throughput changes: +9%
Configuration Overview - click to expand
 +Configuration Overview---+--------------------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkJoinOrder_85450217ce7cb6cd090d5efa04b6051fe625caf2_st.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkJoinOrder_036d2ca7327d9f76b74cac0f821834d9638f9d3d_st.json |
 +-------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                               | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                               |
 |  benchmark_mode         | Ordered                                                                                                                                                | Ordered                                                                                                                                                |
 |  build_type             | release                                                                                                                                                | release                                                                                                                                                |
 |  chunk_indexes          | False                                                                                                                                                  | False                                                                                                                                                  |
 |  chunk_size             | 65535                                                                                                                                                  | 65535                                                                                                                                                  |
 |  clients                | 1                                                                                                                                                      | 1                                                                                                                                                      |
 |  compiler               | clang 17.0.6                                                                                                                                           | clang 17.0.6                                                                                                                                           |
 |  cores                  | 0                                                                                                                                                      | 0                                                                                                                                                      |
 |  data_preparation_cores | 0                                                                                                                                                      | 0                                                                                                                                                      |
 |  date                   | 2025-06-08 17:22:43                                                                                                                                    | 2025-06-06 19:59:54                                                                                                                                    |
 |  encoding               | None                                                                                                                                                   | None                                                                                                                                                   |
 |  max_duration           | 60000000000                                                                                                                                            | 60000000000                                                                                                                                            |
 |  max_runs               | 50                                                                                                                                                     | 50                                                                                                                                                     |
 |  time_unit              | ns                                                                                                                                                     | ns                                                                                                                                                     |
 |  using_scheduler        | False                                                                                                                                                  | False                                                                                                                                                  |
 |  verify                 | False                                                                                                                                                  | False                                                                                                                                                  |
 |  warmup_duration        | 1000000000                                                                                                                                             | 1000000000                                                                                                                                             |
 +-------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 10a     ||   106.60 |    99.28 |   -7%˄ ||     9.38 |    10.07 |   +7%˄ | (run time too short) |
+| 10b     ||    64.25 |    59.58 |   -7%˄ ||    15.56 |    16.78 |   +8%˄ | (run time too short) |
-| 10c     ||   298.54 |   316.50 |   +6%˄ ||     3.35 |     3.16 |   -6%˄ | (run time too short) |
+| 11a     ||    36.82 |    26.39 |  -28%˄ ||    27.16 |    37.89 |  +40%˄ | (run time too short) |
+| 11b     ||    31.17 |    24.04 |  -23%˄ ||    32.08 |    41.59 |  +30%˄ | (run time too short) |
+| 11c     ||    24.75 |    21.19 |  -14%˄ ||    40.40 |    47.18 |  +17%˄ | (run time too short) |
+| 11d     ||    23.45 |    19.95 |  -15%˄ ||    42.65 |    50.13 |  +18%˄ | (run time too short) |
+| 12a     ||    45.81 |    29.13 |  -36%˄ ||    21.83 |    34.33 |  +57%˄ | (run time too short) |
+| 12b     ||    32.13 |    24.26 |  -24%˄ ||    31.12 |    41.22 |  +32%˄ | (run time too short) |
+| 12c     ||    76.66 |    67.66 |  -12%˄ ||    13.04 |    14.78 |  +13%˄ | (run time too short) |
+| 13a     ||   184.46 |   172.61 |   -6%˄ ||     5.42 |     5.79 |   +7%˄ | (run time too short) |
+| 13b     ||   239.62 |   228.32 |   -5%˄ ||     4.17 |     4.38 |   +5%˄ | (run time too short) |
+| 13c     ||    38.16 |    30.42 |  -20%˄ ||    26.20 |    32.87 |  +25%˄ | (run time too short) |
 | 13d     ||   525.16 |   507.68 |   -3%˄ ||     1.90 |     1.97 |   +3%˄ | (run time too short) |
+| 14a     ||    99.05 |    92.11 |   -7%˄ ||    10.10 |    10.86 |   +8%˄ | (run time too short) |
+| 14b     ||   112.42 |   104.61 |   -7%˄ ||     8.89 |     9.56 |   +7%˄ | (run time too short) |
+| 14c     ||   183.34 |   168.46 |   -8%˄ ||     5.45 |     5.94 |   +9%˄ | (run time too short) |
+| 15a     ||    54.93 |    49.68 |  -10%˄ ||    18.20 |    20.13 |  +11%˄ | (run time too short) |
+| 15b     ||    71.51 |    54.43 |  -24%˄ ||    13.98 |    18.37 |  +31%˄ | (run time too short) |
+| 15c     ||    45.42 |    39.53 |  -13%˄ ||    22.02 |    25.30 |  +15%˄ | (run time too short) |
+| 15d     ||    41.33 |    36.34 |  -12%˄ ||    24.19 |    27.52 |  +14%˄ | (run time too short) |
-| 16a     ||  1221.31 |  1334.90 |   +9%  ||     0.82 |     0.73 |  -10%  | (run time too short) |
-| 16b     ||  2384.03 |  2504.42 |   +5%  ||     0.42 |     0.38 |   -8%  | (run time too short) |
-| 16c     ||  1378.32 |  1497.16 |   +9%  ||     0.72 |     0.67 |   -7%  |               0.0000 |
-| 16d     ||  1341.12 |  1461.69 |   +9%  ||     0.73 |     0.68 |   -7%  |               0.0000 |
-| 17a     ||   380.76 |   436.57 |  +15%˄ ||     2.63 |     2.29 |  -13%˄ | (run time too short) |
-| 17b     ||   298.61 |   352.13 |  +18%˄ ||     3.35 |     2.84 |  -15%˄ | (run time too short) |
-| 17c     ||   281.81 |   333.30 |  +18%˄ ||     3.55 |     3.00 |  -15%˄ | (run time too short) |
-| 17d     ||   348.94 |   401.98 |  +15%˄ ||     2.87 |     2.49 |  -13%˄ | (run time too short) |
-| 17e     ||  1448.34 |  1545.43 |   +7%  ||     0.68 |     0.63 |   -7%  | (run time too short) |
-| 17f     ||   821.19 |   883.15 |   +8%˄ ||     1.22 |     1.13 |   -7%˄ | (run time too short) |
+| 18a     ||   142.70 |   126.82 |  -11%˄ ||     7.01 |     7.88 |  +13%˄ | (run time too short) |
+| 18b     ||   115.76 |   102.78 |  -11%˄ ||     8.64 |     9.73 |  +13%˄ | (run time too short) |
 | 18c     ||   188.82 |   185.82 |   -2%˄ ||     5.30 |     5.38 |   +2%˄ | (run time too short) |
+| 19a     ||   235.46 |   215.20 |   -9%˄ ||     4.25 |     4.65 |   +9%˄ | (run time too short) |
+| 19b     ||   194.06 |   174.66 |  -10%˄ ||     5.15 |     5.73 |  +11%˄ | (run time too short) |
 | 19c     ||   263.81 |   258.47 |   -2%˄ ||     3.79 |     3.87 |   +2%˄ | (run time too short) |
 | 19d     ||   719.47 |   713.63 |   -1%˄ ||     1.39 |     1.40 |   +1%˄ | (run time too short) |
+| 1a      ||    10.37 |     6.98 |  -33%˄ ||    96.41 |   143.17 |  +49%˄ | (run time too short) |
+| 1b      ||    28.85 |    13.62 |  -53%˄ ||    34.66 |    73.42 | +112%˄ | (run time too short) |
+| 1c      ||    20.07 |    14.20 |  -29%˄ ||    49.83 |    70.38 |  +41%˄ | (run time too short) |
+| 1d      ||     9.84 |     6.44 |  -35%˄ ||   101.59 |   155.18 |  +53%˄ | (run time too short) |
 | 20a     ||   505.22 |   512.17 |   +1%˄ ||     1.98 |     1.95 |   -1%˄ | (run time too short) |
 | 20b     ||   541.17 |   550.54 |   +2%˄ ||     1.85 |     1.82 |   -2%˄ | (run time too short) |
-| 20c     ||   336.21 |   356.47 |   +6%˄ ||     2.97 |     2.81 |   -6%˄ | (run time too short) |
+| 21a     ||    52.55 |    38.34 |  -27%˄ ||    19.03 |    26.08 |  +37%˄ | (run time too short) |
+| 21b     ||    45.10 |    29.97 |  -34%˄ ||    22.17 |    33.36 |  +50%˄ | (run time too short) |
+| 21c     ||    41.92 |    34.30 |  -18%˄ ||    23.85 |    29.15 |  +22%˄ | (run time too short) |
+| 22a     ||   172.67 |   160.85 |   -7%˄ ||     5.79 |     6.22 |   +7%˄ | (run time too short) |
+| 22b     ||   154.16 |   143.66 |   -7%˄ ||     6.49 |     6.96 |   +7%˄ | (run time too short) |
 | 22c     ||   226.92 |   218.70 |   -4%˄ ||     4.41 |     4.57 |   +4%˄ | (run time too short) |
 | 22d     ||   346.16 |   342.30 |   -1%˄ ||     2.89 |     2.92 |   +1%˄ | (run time too short) |
+| 23a     ||    46.65 |    42.44 |   -9%˄ ||    21.43 |    23.56 |  +10%˄ | (run time too short) |
+| 23b     ||    52.81 |    50.22 |   -5%˄ ||    18.94 |    19.91 |   +5%˄ | (run time too short) |
+| 23c     ||    49.36 |    45.26 |   -8%˄ ||    20.26 |    22.09 |   +9%˄ | (run time too short) |
-| 24a     ||   205.91 |   215.86 |   +5%˄ ||     4.86 |     4.63 |   -5%˄ | (run time too short) |
-| 24b     ||   191.38 |   202.73 |   +6%˄ ||     5.23 |     4.93 |   -6%˄ | (run time too short) |
 | 25a     ||    96.10 |    98.77 |   +3%˄ ||    10.41 |    10.12 |   -3%˄ | (run time too short) |
 | 25b     ||    62.90 |    64.43 |   +2%˄ ||    15.90 |    15.52 |   -2%˄ | (run time too short) |
 | 25c     ||   222.62 |   224.99 |   +1%˄ ||     4.49 |     4.44 |   -1%˄ | (run time too short) |
-| 26a     ||   134.25 |   159.75 |  +19%˄ ||     7.45 |     6.26 |  -16%˄ | (run time too short) |
-| 26b     ||   118.49 |   130.71 |  +10%˄ ||     8.44 |     7.65 |   -9%˄ | (run time too short) |
-| 26c     ||   242.63 |   302.52 |  +25%˄ ||     4.12 |     3.31 |  -20%˄ | (run time too short) |
+| 27a     ||    44.66 |    32.54 |  -27%˄ ||    22.39 |    30.72 |  +37%˄ | (run time too short) |
+| 27b     ||    31.65 |    22.88 |  -28%˄ ||    31.59 |    43.70 |  +38%˄ | (run time too short) |
+| 27c     ||    36.87 |    34.25 |   -7%˄ ||    27.12 |    29.19 |   +8%˄ | (run time too short) |
 | 28a     ||   192.33 |   184.49 |   -4%˄ ||     5.20 |     5.42 |   +4%˄ | (run time too short) |
+| 28b     ||    75.59 |    66.50 |  -12%˄ ||    13.23 |    15.04 |  +14%˄ | (run time too short) |
+| 28c     ||   170.42 |   161.15 |   -5%˄ ||     5.87 |     6.21 |   +6%˄ | (run time too short) |
 | 29a     ||   171.92 |   179.42 |   +4%˄ ||     5.82 |     5.57 |   -4%˄ | (run time too short) |
 | 29b     ||   753.48 |   741.08 |   -2%˄ ||     1.33 |     1.35 |   +2%˄ | (run time too short) |
 | 29c     ||   216.63 |   215.52 |   -1%˄ ||     4.62 |     4.64 |   +1%˄ | (run time too short) |
+| 2a      ||    28.09 |    24.98 |  -11%˄ ||    35.60 |    40.02 |  +12%˄ | (run time too short) |
+| 2b      ||    26.14 |    22.80 |  -13%˄ ||    38.25 |    43.86 |  +15%˄ | (run time too short) |
+| 2c      ||    22.46 |    18.94 |  -16%˄ ||    44.51 |    52.79 |  +19%˄ | (run time too short) |
+| 2d      ||    54.04 |    51.19 |   -5%˄ ||    18.50 |    19.53 |   +6%˄ | (run time too short) |
 | 30a     ||    85.65 |    85.00 |   -1%˄ ||    11.67 |    11.76 |   +1%˄ | (run time too short) |
 | 30b     ||    88.79 |    87.79 |   -1%˄ ||    11.26 |    11.39 |   +1%˄ | (run time too short) |
 | 30c     ||   146.57 |   147.46 |   +1%˄ ||     6.82 |     6.78 |   -1%˄ | (run time too short) |
 | 31a     ||    75.54 |    75.31 |   -0%˄ ||    13.24 |    13.28 |   +0%˄ | (run time too short) |
 | 31b     ||    74.22 |    74.40 |   +0%˄ ||    13.47 |    13.44 |   -0%˄ | (run time too short) |
 | 31c     ||    84.42 |    83.90 |   -1%˄ ||    11.85 |    11.92 |   +1%˄ | (run time too short) |
+| 32a     ||    13.78 |     9.78 |  -29%˄ ||    72.55 |   102.25 |  +41%˄ | (run time too short) |
+| 32b     ||    32.42 |    27.56 |  -15%˄ ||    30.84 |    36.28 |  +18%˄ | (run time too short) |
+| 33a     ||    50.14 |    28.97 |  -42%˄ ||    19.94 |    34.51 |  +73%˄ | (run time too short) |
+| 33b     ||    28.94 |    17.78 |  -39%˄ ||    34.55 |    56.25 |  +63%˄ | (run time too short) |
+| 33c     ||    55.30 |    38.94 |  -30%˄ ||    18.08 |    25.68 |  +42%˄ | (run time too short) |
+| 3a      ||    67.17 |    62.72 |   -7%˄ ||    14.89 |    15.94 |   +7%˄ | (run time too short) |
+| 3b      ||    23.36 |    16.26 |  -30%˄ ||    42.80 |    61.47 |  +44%˄ | (run time too short) |
 | 3c      ||   208.42 |   204.55 |   -2%˄ ||     4.80 |     4.89 |   +2%˄ | (run time too short) |
+| 4a      ||   149.96 |   141.54 |   -6%˄ ||     6.67 |     7.06 |   +6%˄ | (run time too short) |
+| 4b      ||    22.81 |    15.05 |  -34%˄ ||    43.84 |    66.42 |  +52%˄ | (run time too short) |
+| 4c      ||   186.29 |   177.96 |   -4%˄ ||     5.37 |     5.62 |   +5%˄ | (run time too short) |
+| 5a      ||    51.99 |    47.03 |  -10%˄ ||    19.23 |    21.26 |  +11%˄ | (run time too short) |
+| 5b      ||    55.09 |    49.13 |  -11%˄ ||    18.15 |    20.35 |  +12%˄ | (run time too short) |
 | 5c      ||    84.87 |    84.98 |   +0%˄ ||    11.78 |    11.77 |   -0%˄ | (run time too short) |
-| 6a      ||   131.22 |   149.25 |  +14%˄ ||     7.62 |     6.70 |  -12%˄ | (run time too short) |
-| 6b      ||   141.21 |   162.40 |  +15%˄ ||     7.08 |     6.16 |  -13%˄ | (run time too short) |
-| 6c      ||   119.89 |   141.16 |  +18%˄ ||     8.34 |     7.08 |  -15%˄ | (run time too short) |
-| 6d      ||   326.87 |   357.45 |   +9%˄ ||     3.06 |     2.80 |   -9%˄ | (run time too short) |
-| 6e      ||   123.41 |   145.81 |  +18%˄ ||     8.10 |     6.86 |  -15%˄ | (run time too short) |
-| 6f      ||   634.33 |   677.61 |   +7%˄ ||     1.58 |     1.48 |   -6%˄ | (run time too short) |
+| 7a      ||   113.24 |    81.77 |  -28%˄ ||     8.83 |    12.23 |  +38%˄ | (run time too short) |
+| 7b      ||   106.68 |    77.57 |  -27%˄ ||     9.37 |    12.89 |  +38%˄ | (run time too short) |
 | 7c      ||   536.20 |   532.54 |   -1%˄ ||     1.86 |     1.88 |   +1%˄ | (run time too short) |
 | 8a      ||   171.79 |   176.88 |   +3%˄ ||     5.82 |     5.65 |   -3%˄ | (run time too short) |
 | 8b      ||   175.04 |   168.33 |   -4%˄ ||     5.71 |     5.94 |   +4%˄ | (run time too short) |
 | 8c      ||  1722.71 |  1740.66 |   +1%  ||     0.57 |     0.57 |   +0%  | (run time too short) |
+| 8d      ||   472.54 |   442.48 |   -6%˄ ||     2.12 |     2.26 |   +7%˄ | (run time too short) |
-| 9a      ||   227.46 |   248.86 |   +9%˄ ||     4.40 |     4.02 |   -9%˄ | (run time too short) |
 | 9b      ||   143.96 |   140.66 |   -2%˄ ||     6.95 |     7.11 |   +2%˄ | (run time too short) |
-| 9c      ||   269.37 |   298.73 |  +11%˄ ||     3.71 |     3.35 |  -10%˄ | (run time too short) |
-| 9d      ||   416.26 |   443.13 |   +6%˄ ||     2.40 |     2.26 |   -6%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 27256.54 | 27883.69 |   +2%  ||          |          |        |                      |
+| Geomean ||          |          |        ||          |          |   +9%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: +2% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkJoinOrder_85450217ce7cb6cd090d5efa04b6051fe625caf2_mt_ordered.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkJoinOrder_036d2ca7327d9f76b74cac0f821834d9638f9d3d_mt_ordered.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                                       | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                                       |
 |  benchmark_mode               | Ordered                                                                                                                                                        | Ordered                                                                                                                                                        |
 |  build_type                   | release                                                                                                                                                        | release                                                                                                                                                        |
 |  chunk_indexes                | False                                                                                                                                                          | False                                                                                                                                                          |
 |  chunk_size                   | 65535                                                                                                                                                          | 65535                                                                                                                                                          |
 |  clients                      | 1                                                                                                                                                              | 1                                                                                                                                                              |
 |  compiler                     | clang 17.0.6                                                                                                                                                   | clang 17.0.6                                                                                                                                                   |
 |  cores                        | 64                                                                                                                                                             | 64                                                                                                                                                             |
 |  data_preparation_cores       | 0                                                                                                                                                              | 0                                                                                                                                                              |
 |  date                         | 2025-06-08 17:46:07                                                                                                                                            | 2025-06-06 20:23:17                                                                                                                                            |
 |  encoding                     | None                                                                                                                                                           | None                                                                                                                                                           |
 |  max_duration                 | 60000000000                                                                                                                                                    | 60000000000                                                                                                                                                    |
 |  max_runs                     | 50                                                                                                                                                             | 50                                                                                                                                                             |
 |  time_unit                    | ns                                                                                                                                                             | ns                                                                                                                                                             |
 |  using_scheduler              | True                                                                                                                                                           | True                                                                                                                                                           |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                                           | [64]                                                                                                                                                           |
 |  verify                       | False                                                                                                                                                          | False                                                                                                                                                          |
 |  warmup_duration              | 1000000000                                                                                                                                                     | 1000000000                                                                                                                                                     |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | 10a     ||    37.27 |    37.24 |   -0%˄ ||    26.80 |    26.83 |   +0%˄ | (run time too short) |
 | 10b     ||    17.47 |    17.48 |   +0%˄ ||    57.13 |    57.07 |   -0%˄ | (run time too short) |
-| 10c     ||   105.65 |   118.45 |  +12%˄ ||     9.46 |     8.44 |  -11%˄ | (run time too short) |
 | 11a     ||    10.53 |    10.26 |   -3%˄ ||    94.61 |    97.16 |   +3%˄ | (run time too short) |
 | 11b     ||     8.47 |     8.21 |   -3%˄ ||   117.58 |   121.33 |   +3%˄ | (run time too short) |
 | 11c     ||    23.15 |    22.51 |   -3%˄ ||    43.13 |    44.36 |   +3%˄ | (run time too short) |
 | 11d     ||    26.59 |    26.29 |   -1%˄ ||    37.56 |    37.98 |   +1%˄ | (run time too short) |
 | 12a     ||    20.47 |    20.73 |   +1%˄ ||    48.78 |    48.16 |   -1%˄ | (run time too short) |
 | 12b     ||    11.98 |    11.89 |   -1%˄ ||    83.23 |    83.82 |   +1%˄ | (run time too short) |
 | 12c     ||    49.24 |    49.63 |   +1%˄ ||    20.29 |    20.13 |   -1%˄ | (run time too short) |
 | 13a     ||   133.09 |   129.43 |   -3%˄ ||     7.51 |     7.72 |   +3%˄ | (run time too short) |
 | 13b     ||    92.89 |    90.07 |   -3%˄ ||    10.76 |    11.10 |   +3%˄ | (run time too short) |
 | 13c     ||    15.96 |    15.63 |   -2%˄ ||    62.49 |    63.84 |   +2%˄ | (run time too short) |
 | 13d     ||   362.26 |   360.37 |   -1%˄ ||     2.76 |     2.77 |   +1%˄ | (run time too short) |
 | 14a     ||    55.50 |    55.56 |   +0%˄ ||    18.01 |    17.99 |   -0%˄ | (run time too short) |
 | 14b     ||    71.42 |    71.19 |   -0%˄ ||    13.99 |    14.04 |   +0%˄ | (run time too short) |
 | 14c     ||   113.47 |   111.97 |   -1%˄ ||     8.81 |     8.93 |   +1%˄ | (run time too short) |
 | 15a     ||    29.02 |    28.94 |   -0%˄ ||    34.42 |    34.51 |   +0%˄ | (run time too short) |
 | 15b     ||    24.42 |    24.53 |   +0%˄ ||    40.89 |    40.71 |   -0%˄ | (run time too short) |
 | 15c     ||    21.54 |    21.59 |   +0%˄ ||    46.36 |    46.25 |   -0%˄ | (run time too short) |
 | 15d     ||    27.87 |    27.75 |   -0%˄ ||    35.83 |    35.99 |   +0%˄ | (run time too short) |
-| 16a     ||   745.63 |   807.31 |   +8%˄ ||     1.34 |     1.24 |   -8%˄ | (run time too short) |
 | 16b     ||  1963.23 |  1993.83 |   +2%  ||     0.50 |     0.50 |   +0%  | (run time too short) |
-| 16c     ||   897.68 |   956.10 |   +7%˄ ||     1.11 |     1.05 |   -6%˄ | (run time too short) |
-| 16d     ||   869.40 |   924.60 |   +6%˄ ||     1.15 |     1.08 |   -6%˄ | (run time too short) |
 | 17a     ||   180.61 |   181.12 |   +0%˄ ||     5.54 |     5.52 |   -0%˄ | (run time too short) |
 | 17b     ||   150.29 |   153.72 |   +2%˄ ||     6.65 |     6.50 |   -2%˄ | (run time too short) |
 | 17c     ||   128.44 |   130.71 |   +2%˄ ||     7.78 |     7.65 |   -2%˄ | (run time too short) |
 | 17d     ||   122.48 |   122.04 |   -0%˄ ||     8.16 |     8.19 |   +0%˄ | (run time too short) |
 | 17e     ||   779.59 |   802.71 |   +3%˄ ||     1.28 |     1.25 |   -3%˄ | (run time too short) |
 | 17f     ||   314.33 |   315.83 |   +0%˄ ||     3.18 |     3.17 |   -0%˄ | (run time too short) |
 | 18a     ||    50.70 |    50.79 |   +0%˄ ||    19.71 |    19.68 |   -0%˄ | (run time too short) |
 | 18b     ||    48.77 |    49.44 |   +1%˄ ||    20.49 |    20.21 |   -1%˄ | (run time too short) |
-| 18c     ||    96.15 |   100.77 |   +5%˄ ||    10.40 |     9.92 |   -5%˄ | (run time too short) |
 | 19a     ||    97.39 |    97.93 |   +1%˄ ||    10.26 |    10.21 |   -1%˄ | (run time too short) |
 | 19b     ||    59.99 |    60.54 |   +1%˄ ||    16.66 |    16.51 |   -1%˄ | (run time too short) |
 | 19c     ||   110.26 |   112.48 |   +2%˄ ||     9.07 |     8.89 |   -2%˄ | (run time too short) |
 | 19d     ||   519.19 |   520.33 |   +0%˄ ||     1.93 |     1.92 |   -0%˄ | (run time too short) |
 | 1a      ||     6.25 |     6.06 |   -3%˄ ||   159.18 |   164.11 |   +3%˄ | (run time too short) |
+| 1b      ||     7.37 |     4.33 |  -41%˄ ||   134.98 |   229.34 |  +70%˄ | (run time too short) |
+| 1c      ||     5.05 |     3.82 |  -24%˄ ||   196.87 |   259.75 |  +32%˄ | (run time too short) |
 | 1d      ||     4.93 |     4.75 |   -4%˄ ||   201.57 |   209.28 |   +4%˄ | (run time too short) |
 | 20a     ||    83.25 |    82.56 |   -1%˄ ||    12.01 |    12.11 |   +1%˄ | (run time too short) |
 | 20b     ||    74.42 |    73.88 |   -1%˄ ||    13.43 |    13.53 |   +1%˄ | (run time too short) |
-| 20c     ||    73.44 |    78.06 |   +6%˄ ||    13.61 |    12.80 |   -6%˄ | (run time too short) |
 | 21a     ||    16.47 |    16.40 |   -0%˄ ||    60.59 |    60.84 |   +0%˄ | (run time too short) |
 | 21b     ||    14.87 |    14.66 |   -1%˄ ||    67.09 |    68.07 |   +1%˄ | (run time too short) |
 | 21c     ||    18.20 |    18.15 |   -0%˄ ||    54.82 |    55.00 |   +0%˄ | (run time too short) |
 | 22a     ||    69.63 |    70.72 |   +2%˄ ||    14.35 |    14.13 |   -2%˄ | (run time too short) |
 | 22b     ||    52.64 |    52.61 |   -0%˄ ||    18.98 |    18.99 |   +0%˄ | (run time too short) |
 | 22c     ||   115.34 |   118.07 |   +2%˄ ||     8.67 |     8.47 |   -2%˄ | (run time too short) |
 | 22d     ||   211.73 |   212.68 |   +0%˄ ||     4.72 |     4.70 |   -0%˄ | (run time too short) |
 | 23a     ||    15.67 |    15.39 |   -2%˄ ||    63.68 |    64.84 |   +2%˄ | (run time too short) |
 | 23b     ||    25.83 |    26.07 |   +1%˄ ||    38.67 |    38.30 |   -1%˄ | (run time too short) |
 | 23c     ||    17.86 |    17.19 |   -4%˄ ||    55.88 |    58.05 |   +4%˄ | (run time too short) |
 | 24a     ||    59.90 |    60.58 |   +1%˄ ||    16.68 |    16.49 |   -1%˄ | (run time too short) |
 | 24b     ||    58.80 |    59.81 |   +2%˄ ||    17.00 |    16.71 |   -2%˄ | (run time too short) |
 | 25a     ||    55.89 |    55.99 |   +0%˄ ||    17.88 |    17.85 |   -0%˄ | (run time too short) |
 | 25b     ||    31.88 |    32.05 |   +1%˄ ||    31.33 |    31.17 |   -1%˄ | (run time too short) |
 | 25c     ||   151.94 |   154.31 |   +2%˄ ||     6.58 |     6.48 |   -2%˄ | (run time too short) |
-| 26a     ||    78.55 |    84.62 |   +8%˄ ||    12.72 |    11.81 |   -7%˄ | (run time too short) |
-| 26b     ||    56.11 |    62.51 |  +11%˄ ||    17.81 |    15.99 |  -10%˄ | (run time too short) |
-| 26c     ||   118.23 |   128.76 |   +9%˄ ||     8.46 |     7.76 |   -8%˄ | (run time too short) |
 | 27a     ||    19.35 |    19.22 |   -1%˄ ||    51.58 |    51.93 |   +1%˄ | (run time too short) |
 | 27b     ||    17.90 |    18.08 |   +1%˄ ||    55.74 |    55.20 |   -1%˄ | (run time too short) |
 | 27c     ||    17.79 |    17.59 |   -1%˄ ||    56.11 |    56.75 |   +1%˄ | (run time too short) |
 | 28a     ||   122.45 |   119.28 |   -3%˄ ||     8.16 |     8.38 |   +3%˄ | (run time too short) |
 | 28b     ||    26.80 |    26.76 |   -0%˄ ||    37.27 |    37.32 |   +0%˄ | (run time too short) |
 | 28c     ||   101.26 |    98.99 |   -2%˄ ||     9.87 |    10.10 |   +2%˄ | (run time too short) |
 | 29a     ||    52.67 |    53.53 |   +2%˄ ||    18.97 |    18.67 |   -2%˄ | (run time too short) |
 | 29b     ||   134.49 |   128.92 |   -4%˄ ||     7.43 |     7.75 |   +4%˄ | (run time too short) |
 | 29c     ||    65.14 |    65.27 |   +0%˄ ||    15.34 |    15.31 |   -0%˄ | (run time too short) |
 | 2a      ||    21.37 |    21.19 |   -1%˄ ||    46.74 |    47.14 |   +1%˄ | (run time too short) |
 | 2b      ||    19.89 |    19.41 |   -2%˄ ||    50.19 |    51.44 |   +2%˄ | (run time too short) |
+| 2c      ||    14.03 |    13.41 |   -4%˄ ||    71.14 |    74.39 |   +5%˄ | (run time too short) |
 | 2d      ||    50.74 |    49.93 |   -2%˄ ||    19.70 |    20.01 |   +2%˄ | (run time too short) |
 | 30a     ||    46.97 |    46.46 |   -1%˄ ||    21.27 |    21.50 |   +1%˄ | (run time too short) |
 | 30b     ||    36.07 |    36.01 |   -0%˄ ||    27.69 |    27.74 |   +0%˄ | (run time too short) |
 | 30c     ||   112.27 |   110.72 |   -1%˄ ||     8.90 |     9.03 |   +1%˄ | (run time too short) |
 | 31a     ||    37.26 |    37.88 |   +2%˄ ||    26.81 |    26.37 |   -2%˄ | (run time too short) |
 | 31b     ||    33.75 |    33.69 |   -0%˄ ||    29.59 |    29.65 |   +0%˄ | (run time too short) |
 | 31c     ||    40.87 |    41.80 |   +2%˄ ||    24.44 |    23.90 |   -2%˄ | (run time too short) |
 | 32a     ||     6.28 |     6.01 |   -4%˄ ||   158.50 |   165.59 |   +4%˄ | (run time too short) |
+| 32b     ||    30.05 |    27.77 |   -8%˄ ||    33.24 |    35.97 |   +8%˄ | (run time too short) |
+| 33a     ||    13.76 |    10.21 |  -26%˄ ||    72.48 |    97.63 |  +35%˄ | (run time too short) |
+| 33b     ||     9.56 |     8.24 |  -14%˄ ||   104.24 |   120.82 |  +16%˄ | (run time too short) |
+| 33c     ||    20.14 |    17.79 |  -12%˄ ||    49.56 |    56.11 |  +13%˄ | (run time too short) |
-| 3a      ||    32.22 |    37.57 |  +17%˄ ||    31.00 |    26.59 |  -14%˄ | (run time too short) |
 | 3b      ||     6.44 |     6.36 |   -1%˄ ||   154.51 |   156.43 |   +1%˄ | (run time too short) |
 | 3c      ||    69.22 |    70.84 |   +2%˄ ||    14.44 |    14.11 |   -2%˄ | (run time too short) |
 | 4a      ||    65.70 |    65.15 |   -1%˄ ||    15.21 |    15.34 |   +1%˄ | (run time too short) |
 | 4b      ||     5.64 |     5.46 |   -3%˄ ||   176.19 |   182.03 |   +3%˄ | (run time too short) |
 | 4c      ||    84.60 |    84.11 |   -1%˄ ||    11.82 |    11.89 |   +1%˄ | (run time too short) |
 | 5a      ||    25.29 |    24.92 |   -1%˄ ||    39.48 |    40.06 |   +1%˄ | (run time too short) |
 | 5b      ||    20.19 |    20.31 |   +1%˄ ||    49.44 |    49.15 |   -1%˄ | (run time too short) |
 | 5c      ||    48.44 |    47.77 |   -1%˄ ||    20.63 |    20.91 |   +1%˄ | (run time too short) |
-| 6a      ||    23.70 |    29.30 |  +24%˄ ||    42.13 |    34.09 |  -19%˄ | (run time too short) |
-| 6b      ||    44.06 |    50.09 |  +14%˄ ||    22.68 |    19.95 |  -12%˄ | (run time too short) |
-| 6c      ||    22.20 |    27.35 |  +23%˄ ||    44.97 |    36.52 |  -19%˄ | (run time too short) |
 | 6d      ||   127.98 |   126.87 |   -1%˄ ||     7.81 |     7.88 |   +1%˄ | (run time too short) |
-| 6e      ||    23.75 |    29.54 |  +24%˄ ||    42.04 |    33.81 |  -20%˄ | (run time too short) |
 | 6f      ||   467.51 |   469.59 |   +0%˄ ||     2.14 |     2.13 |   -0%˄ | (run time too short) |
 | 7a      ||    27.18 |    27.27 |   +0%˄ ||    36.74 |    36.62 |   -0%˄ | (run time too short) |
 | 7b      ||    25.80 |    26.13 |   +1%˄ ||    38.71 |    38.22 |   -1%˄ | (run time too short) |
 | 7c      ||   257.48 |   255.85 |   -1%˄ ||     3.88 |     3.91 |   +1%˄ | (run time too short) |
 | 8a      ||    40.28 |    41.13 |   +2%˄ ||    24.80 |    24.29 |   -2%˄ | (run time too short) |
 | 8b      ||    39.34 |    39.89 |   +1%˄ ||    25.39 |    25.04 |   -1%˄ | (run time too short) |
 | 8c      ||  1087.62 |  1080.71 |   -1%˄ ||     0.92 |     0.93 |   +1%˄ | (run time too short) |
 | 8d      ||   270.60 |   265.01 |   -2%˄ ||     3.70 |     3.77 |   +2%˄ | (run time too short) |
 | 9a      ||   124.98 |   130.61 |   +4%˄ ||     8.00 |     7.65 |   -4%˄ | (run time too short) |
 | 9b      ||    71.35 |    72.58 |   +2%˄ ||    14.01 |    13.77 |   -2%˄ | (run time too short) |
 | 9c      ||   142.93 |   146.21 |   +2%˄ ||     6.99 |     6.84 |   -2%˄ | (run time too short) |
 | 9d      ||   354.94 |   356.37 |   +0%˄ ||     2.82 |     2.81 |   -0%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 14376.95 | 14659.08 |   +2%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   +0%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: +4% || Geometric mean of throughput changes: -4%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkJoinOrder_85450217ce7cb6cd090d5efa04b6051fe625caf2_mt.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkJoinOrder_036d2ca7327d9f76b74cac0f821834d9638f9d3d_mt.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                               | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                               |
 |  benchmark_mode               | Shuffled                                                                                                                                               | Shuffled                                                                                                                                               |
 |  build_type                   | release                                                                                                                                                | release                                                                                                                                                |
 |  chunk_indexes                | False                                                                                                                                                  | False                                                                                                                                                  |
 |  chunk_size                   | 65535                                                                                                                                                  | 65535                                                                                                                                                  |
 |  clients                      | 64                                                                                                                                                     | 64                                                                                                                                                     |
 |  compiler                     | clang 17.0.6                                                                                                                                           | clang 17.0.6                                                                                                                                           |
 |  cores                        | 64                                                                                                                                                     | 64                                                                                                                                                     |
 |  data_preparation_cores       | 0                                                                                                                                                      | 0                                                                                                                                                      |
 |  date                         | 2025-06-08 18:00:08                                                                                                                                    | 2025-06-06 20:37:31                                                                                                                                    |
 |  encoding                     | None                                                                                                                                                   | None                                                                                                                                                   |
 |  max_duration                 | 1200000000000                                                                                                                                          | 1200000000000                                                                                                                                          |
 |  max_runs                     | -1                                                                                                                                                     | -1                                                                                                                                                     |
 |  time_unit                    | ns                                                                                                                                                     | ns                                                                                                                                                     |
 |  using_scheduler              | True                                                                                                                                                   | True                                                                                                                                                   |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                                   | [64]                                                                                                                                                   |
 |  verify                       | False                                                                                                                                                  | False                                                                                                                                                  |
 |  warmup_duration              | 0                                                                                                                                                      | 0                                                                                                                                                      |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | 10a     ||   195.83 |   189.08 |   -3%  ||     1.27 |     1.22 |   -4%  |  0.7197 |
-| 10b     ||   127.36 |   154.40 |  +21%  ||     1.27 |     1.22 |   -4%  |  0.1023 |
-| 10c     ||   585.57 |   646.15 |  +10%  ||     1.27 |     1.22 |   -4%  |  0.0313 |
 | 11a     ||    91.38 |    93.82 |   +3%  ||     1.27 |     1.22 |   -4%  |  0.8618 |
+| 11b     ||    79.58 |    72.76 |   -9%  ||     1.27 |     1.22 |   -4%  |  0.4797 |
-| 11c     ||   112.77 |   132.29 |  +17%  ||     1.27 |     1.22 |   -4%  |  0.0858 |
+| 11d     ||    96.52 |    91.29 |   -5%  ||     1.27 |     1.22 |   -4%  |  0.6124 |
-| 12a     ||   155.71 |   165.46 |   +6%  ||     1.27 |     1.22 |   -4%  |  0.5366 |
+| 12b     ||    79.84 |    62.06 |  -22%  ||     1.27 |     1.22 |   -4%  |  0.0614 |
+| 12c     ||   349.57 |   314.03 |  -10%  ||     1.27 |     1.22 |   -4%  |  0.0944 |
 | 13a     ||   467.38 |   472.52 |   +1%  ||     1.27 |     1.22 |   -4%  |  0.8208 |
+| 13b     ||   434.71 |   371.52 |  -15%  ||     1.27 |     1.22 |   -4%  |  0.0295 |
+| 13c     ||    91.82 |    83.35 |   -9%  ||     1.27 |     1.22 |   -4%  |  0.3691 |
 | 13d     ||   914.07 |   888.60 |   -3%  ||     1.27 |     1.22 |   -4%  |  0.3567 |
-| 14a     ||   371.54 |   437.96 |  +18%  ||     1.27 |     1.22 |   -4%  |  0.0072 |
-| 14b     ||   422.53 |   464.78 |  +10%  ||     1.27 |     1.22 |   -4%  |  0.1093 |
 | 14c     ||   617.36 |   601.81 |   -3%  ||     1.27 |     1.22 |   -4%  |  0.6154 |
-| 15a     ||   114.44 |   128.07 |  +12%  ||     1.27 |     1.22 |   -4%  |  0.2847 |
+| 15b     ||   132.46 |   106.65 |  -19%  ||     1.27 |     1.22 |   -4%  |  0.0641 |
 | 15c     ||   139.31 |   137.69 |   -1%  ||     1.27 |     1.22 |   -4%  |  0.9130 |
+| 15d     ||   138.98 |   132.32 |   -5%  ||     1.27 |     1.22 |   -4%  |  0.5780 |
-| 16a     ||  1579.68 |  1676.81 |   +6%  ||     1.27 |     1.22 |   -4%  |  0.0155 |
-| 16b     ||  3079.15 |  3256.14 |   +6%  ||     1.27 |     1.22 |   -4%  |  0.0000 |
-| 16c     ||  1827.76 |  1944.83 |   +6%  ||     1.27 |     1.22 |   -4%  |  0.0030 |
-| 16d     ||  1787.17 |  1896.21 |   +6%  ||     1.27 |     1.22 |   -4%  |  0.0054 |
 | 17a     ||   870.00 |   900.18 |   +3%  ||     1.27 |     1.22 |   -4%  |  0.3814 |
-| 17b     ||   613.04 |   642.03 |   +5%  ||     1.27 |     1.22 |   -4%  |  0.3045 |
-| 17c     ||   558.03 |   652.43 |  +17%  ||     1.27 |     1.22 |   -4%  |  0.0015 |
-| 17d     ||   570.87 |   607.54 |   +6%  ||     1.27 |     1.22 |   -4%  |  0.2147 |
 | 17e     ||  1698.53 |  1748.70 |   +3%  ||     1.27 |     1.22 |   -4%  |  0.1796 |
-| 17f     ||  1066.63 |  1235.30 |  +16%  ||     1.27 |     1.22 |   -4%  |  0.0000 |
 | 18a     ||   261.15 |   262.82 |   +1%  ||     1.27 |     1.22 |   -4%  |  0.9297 |
 | 18b     ||   381.62 |   388.29 |   +2%  ||     1.27 |     1.22 |   -4%  |  0.8046 |
-| 18c     ||   593.78 |   644.39 |   +9%  ||     1.27 |     1.22 |   -4%  |  0.1171 |
-| 19a     ||   553.48 |   595.48 |   +8%  ||     1.27 |     1.22 |   -4%  |  0.2007 |
 | 19b     ||   407.28 |   405.62 |   -0%  ||     1.27 |     1.22 |   -4%  |  0.9540 |
 | 19c     ||   624.04 |   641.47 |   +3%  ||     1.27 |     1.22 |   -4%  |  0.5780 |
 | 19d     ||  1435.20 |  1414.64 |   -1%  ||     1.27 |     1.22 |   -4%  |  0.6005 |
-| 1a      ||    36.20 |    38.23 |   +6%  ||     1.27 |     1.22 |   -4%  |  0.7379 |
-| 1b      ||    39.85 |    54.93 |  +38%  ||     1.27 |     1.22 |   -4%  |  0.0648 |
-| 1c      ||    52.01 |    55.05 |   +6%  ||     1.27 |     1.22 |   -4%  |  0.7347 |
+| 1d      ||    32.65 |    24.25 |  -26%  ||     1.27 |     1.22 |   -4%  |  0.0785 |
-| 20a     ||   450.15 |   495.68 |  +10%  ||     1.27 |     1.22 |   -4%  |  0.1305 |
 | 20b     ||   400.74 |   391.29 |   -2%  ||     1.27 |     1.22 |   -4%  |  0.7012 |
-| 20c     ||   355.79 |   410.16 |  +15%  ||     1.27 |     1.22 |   -4%  |  0.0233 |
+| 21a     ||   209.99 |   185.36 |  -12%  ||     1.27 |     1.22 |   -4%  |  0.2473 |
+| 21b     ||   133.49 |   126.75 |   -5%  ||     1.27 |     1.22 |   -4%  |  0.6425 |
 | 21c     ||   186.17 |   180.88 |   -3%  ||     1.27 |     1.22 |   -4%  |  0.7888 |
-| 22a     ||   479.95 |   503.82 |   +5%  ||     1.27 |     1.22 |   -4%  |  0.4136 |
 | 22b     ||   420.25 |   435.17 |   +4%  ||     1.27 |     1.22 |   -4%  |  0.5864 |
 | 22c     ||   644.15 |   669.15 |   +4%  ||     1.27 |     1.22 |   -4%  |  0.4218 |
 | 22d     ||   931.46 |   954.15 |   +2%  ||     1.27 |     1.22 |   -4%  |  0.5477 |
 | 23a     ||   166.18 |   168.31 |   +1%  ||     1.27 |     1.22 |   -4%  |  0.9136 |
-| 23b     ||   119.08 |   134.34 |  +13%  ||     1.27 |     1.22 |   -4%  |  0.1996 |
 | 23c     ||   159.83 |   156.45 |   -2%  ||     1.27 |     1.22 |   -4%  |  0.8213 |
+| 24a     ||   414.01 |   391.40 |   -5%  ||     1.27 |     1.22 |   -4%  |  0.4175 |
-| 24b     ||   300.89 |   333.63 |  +11%  ||     1.27 |     1.22 |   -4%  |  0.2003 |
-| 25a     ||   382.19 |   403.68 |   +6%  ||     1.27 |     1.22 |   -4%  |  0.3870 |
 | 25b     ||   238.72 |   249.28 |   +4%  ||     1.27 |     1.22 |   -4%  |  0.6468 |
-| 25c     ||   796.79 |   884.62 |  +11%  ||     1.27 |     1.22 |   -4%  |  0.0090 |
-| 26a     ||   379.80 |   418.61 |  +10%  ||     1.27 |     1.22 |   -4%  |  0.0977 |
-| 26b     ||   224.64 |   240.83 |   +7%  ||     1.27 |     1.22 |   -4%  |  0.3098 |
-| 26c     ||   611.66 |   650.49 |   +6%  ||     1.27 |     1.22 |   -4%  |  0.1303 |
 | 27a     ||   170.63 |   169.70 |   -1%  ||     1.27 |     1.22 |   -4%  |  0.9567 |
 | 27b     ||   158.98 |   162.13 |   +2%  ||     1.27 |     1.22 |   -4%  |  0.8512 |
-| 27c     ||   175.03 |   209.16 |  +20%  ||     1.27 |     1.22 |   -4%  |  0.0816 |
 | 28a     ||   650.19 |   652.65 |   +0%  ||     1.27 |     1.22 |   -4%  |  0.9303 |
 | 28b     ||   242.80 |   235.50 |   -3%  ||     1.27 |     1.22 |   -4%  |  0.7112 |
 | 28c     ||   634.96 |   659.98 |   +4%  ||     1.27 |     1.22 |   -4%  |  0.4565 |
-| 29a     ||   276.37 |   312.33 |  +13%  ||     1.27 |     1.22 |   -4%  |  0.1140 |
 | 29b     ||   382.13 |   376.22 |   -2%  ||     1.27 |     1.22 |   -4%  |  0.8164 |
-| 29c     ||   354.12 |   413.76 |  +17%  ||     1.27 |     1.22 |   -4%  |  0.0406 |
-| 2a      ||   112.65 |   118.99 |   +6%  ||     1.27 |     1.22 |   -4%  |  0.5266 |
 | 2b      ||   104.05 |   102.57 |   -1%  ||     1.27 |     1.22 |   -4%  |  0.8617 |
+| 2c      ||    84.89 |    79.64 |   -6%  ||     1.27 |     1.22 |   -4%  |  0.5253 |
-| 2d      ||   183.25 |   197.85 |   +8%  ||     1.27 |     1.22 |   -4%  |  0.1903 |
-| 30a     ||   349.17 |   367.70 |   +5%  ||     1.27 |     1.22 |   -4%  |  0.4665 |
 | 30b     ||   388.60 |   375.44 |   -3%  ||     1.27 |     1.22 |   -4%  |  0.6680 |
-| 30c     ||   595.19 |   677.75 |  +14%  ||     1.27 |     1.22 |   -4%  |  0.0140 |
 | 31a     ||   280.60 |   277.10 |   -1%  ||     1.27 |     1.22 |   -4%  |  0.8866 |
-| 31b     ||   249.77 |   278.73 |  +12%  ||     1.27 |     1.22 |   -4%  |  0.2089 |
 | 31c     ||   325.68 |   338.06 |   +4%  ||     1.27 |     1.22 |   -4%  |  0.6390 |
+| 32a     ||    46.33 |    35.54 |  -23%  ||     1.27 |     1.22 |   -4%  |  0.1408 |
 | 32b     ||   147.93 |   146.14 |   -1%  ||     1.27 |     1.22 |   -4%  |  0.8824 |
-| 33a     ||   111.76 |   129.62 |  +16%  ||     1.27 |     1.22 |   -4%  |  0.2652 |
-| 33b     ||    83.36 |    90.03 |   +8%  ||     1.27 |     1.22 |   -4%  |  0.5559 |
 | 33c     ||   141.82 |   135.95 |   -4%  ||     1.27 |     1.22 |   -4%  |  0.6845 |
-| 3a      ||   229.55 |   305.85 |  +33%  ||     1.27 |     1.22 |   -4%  |  0.0002 |
+| 3b      ||    77.18 |    70.69 |   -8%  ||     1.27 |     1.22 |   -4%  |  0.6265 |
 | 3c      ||   447.45 |   452.46 |   +1%  ||     1.27 |     1.22 |   -4%  |  0.8572 |
-| 4a      ||   242.03 |   279.49 |  +15%  ||     1.27 |     1.22 |   -4%  |  0.0492 |
-| 4b      ||    54.49 |    57.63 |   +6%  ||     1.27 |     1.22 |   -4%  |  0.6812 |
 | 4c      ||   296.17 |   305.21 |   +3%  ||     1.27 |     1.22 |   -4%  |  0.6316 |
+| 5a      ||   260.94 |   223.04 |  -15%  ||     1.27 |     1.22 |   -4%  |  0.1311 |
+| 5b      ||   163.30 |   144.58 |  -11%  ||     1.27 |     1.22 |   -4%  |  0.2691 |
 | 5c      ||   339.38 |   331.80 |   -2%  ||     1.27 |     1.22 |   -4%  |  0.7585 |
-| 6a      ||   132.98 |   139.18 |   +5%  ||     1.27 |     1.22 |   -4%  |  0.6279 |
-| 6b      ||   177.25 |   195.30 |  +10%  ||     1.27 |     1.22 |   -4%  |  0.2226 |
-| 6c      ||   108.60 |   133.71 |  +23%  ||     1.27 |     1.22 |   -4%  |  0.0481 |
-| 6d      ||   532.63 |   575.01 |   +8%  ||     1.27 |     1.22 |   -4%  |  0.1373 |
-| 6e      ||   107.08 |   144.91 |  +35%  ||     1.27 |     1.22 |   -4%  |  0.0030 |
 | 6f      ||  1219.95 |  1231.59 |   +1%  ||     1.27 |     1.22 |   -4%  |  0.6976 |
-| 7a      ||   161.00 |   169.56 |   +5%  ||     1.27 |     1.22 |   -4%  |  0.5817 |
+| 7b      ||   153.53 |   135.97 |  -11%  ||     1.27 |     1.22 |   -4%  |  0.1663 |
-| 7c      ||  1048.33 |  1098.56 |   +5%  ||     1.27 |     1.22 |   -4%  |  0.1706 |
 | 8a      ||   184.67 |   187.30 |   +1%  ||     1.27 |     1.22 |   -4%  |  0.8715 |
+| 8b      ||   154.15 |   130.51 |  -15%  ||     1.27 |     1.22 |   -4%  |  0.1182 |
 | 8c      ||  2307.48 |  2308.54 |   +0%  ||     1.27 |     1.22 |   -4%  |  0.9797 |
 | 8d      ||   865.90 |   884.29 |   +2%  ||     1.27 |     1.22 |   -4%  |  0.5424 |
 | 9a      ||   678.43 |   695.17 |   +2%  ||     1.27 |     1.22 |   -4%  |  0.6402 |
-| 9b      ||   376.21 |   401.90 |   +7%  ||     1.27 |     1.22 |   -4%  |  0.3046 |
-| 9c      ||   704.86 |   785.97 |  +12%  ||     1.27 |     1.22 |   -4%  |  0.0137 |
 | 9d      ||  1088.72 |  1135.44 |   +4%  ||     1.27 |     1.22 |   -4%  |  0.1726 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 50155.26 | 52282.15 |   +4%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   -4%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkStarSchema - single-threaded

Sum of avg. item runtimes: -7% || Geometric mean of throughput changes: +12%
Configuration Overview - click to expand
 +Configuration Overview---+---------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkStarSchema_85450217ce7cb6cd090d5efa04b6051fe625caf2_st.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkStarSchema_036d2ca7327d9f76b74cac0f821834d9638f9d3d_st.json |
 +-------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                                | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                                |
 |  benchmark_mode         | Ordered                                                                                                                                                 | Ordered                                                                                                                                                 |
 |  build_type             | release                                                                                                                                                 | release                                                                                                                                                 |
 |  chunk_indexes          | False                                                                                                                                                   | False                                                                                                                                                   |
 |  chunk_size             | 65535                                                                                                                                                   | 65535                                                                                                                                                   |
 |  clients                | 1                                                                                                                                                       | 1                                                                                                                                                       |
 |  compiler               | clang 17.0.6                                                                                                                                            | clang 17.0.6                                                                                                                                            |
 |  cores                  | 0                                                                                                                                                       | 0                                                                                                                                                       |
 |  data_preparation_cores | 0                                                                                                                                                       | 0                                                                                                                                                       |
 |  date                   | 2025-06-08 18:20:31                                                                                                                                     | 2025-06-06 20:57:51                                                                                                                                     |
 |  encoding               | None                                                                                                                                                    | None                                                                                                                                                    |
 |  max_duration           | 60000000000                                                                                                                                             | 60000000000                                                                                                                                             |
 |  max_runs               | 50                                                                                                                                                      | 50                                                                                                                                                      |
 |  scale_factor           | 10.0                                                                                                                                                    | 10.0                                                                                                                                                    |
 |  time_unit              | ns                                                                                                                                                      | ns                                                                                                                                                      |
 |  using_scheduler        | False                                                                                                                                                   | False                                                                                                                                                   |
 |  verify                 | False                                                                                                                                                   | False                                                                                                                                                   |
 |  warmup_duration        | 1000000000                                                                                                                                              | 1000000000                                                                                                                                              |
 +-------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |     new |        ||      old |      new |        |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
+| 1.1     ||   587.65 |  413.05 |  -30%˄ ||     1.70 |     2.42 |  +42%˄ | (run time too short) |
+| 1.2     ||   649.41 |  237.71 |  -63%˄ ||     1.54 |     4.21 | +173%˄ | (run time too short) |
+| 1.3     ||   652.47 |  231.67 |  -64%˄ ||     1.53 |     4.32 | +182%˄ | (run time too short) |
-| 2.1     ||   400.89 |  506.18 |  +26%˄ ||     2.49 |     1.98 |  -21%˄ | (run time too short) |
-| 2.2     ||   203.96 |  280.73 |  +38%˄ ||     4.90 |     3.56 |  -27%˄ | (run time too short) |
-| 2.3     ||   118.60 |  178.90 |  +51%˄ ||     8.43 |     5.59 |  -34%˄ | (run time too short) |
 | 3.1     ||  2499.06 | 2511.14 |   +0%  ||     0.40 |     0.38 |   -4%  | (run time too short) |
 | 3.2     ||   265.45 |  277.39 |   +4%˄ ||     3.77 |     3.60 |   -4%˄ | (run time too short) |
+| 3.3     ||   126.02 |  115.87 |   -8%˄ ||     7.94 |     8.63 |   +9%˄ | (run time too short) |
+| 3.4     ||   122.74 |  109.43 |  -11%˄ ||     8.15 |     9.14 |  +12%˄ | (run time too short) |
 | 4.1     ||  2285.97 | 2380.25 |   +4%  ||     0.43 |     0.42 |   -4%  |               0.0000 |
 | 4.2     ||   728.88 |  758.69 |   +4%˄ ||     1.37 |     1.32 |   -4%˄ | (run time too short) |
 | 4.3     ||   210.62 |  209.51 |   -1%˄ ||     4.75 |     4.77 |   +1%˄ | (run time too short) |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
+| Sum     ||  8851.72 | 8210.52 |   -7%  ||          |          |        |                      |
+| Geomean ||          |         |        ||          |          |  +12%  |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                        |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +8%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkStarSchema_85450217ce7cb6cd090d5efa04b6051fe625caf2_mt_ordered.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkStarSchema_036d2ca7327d9f76b74cac0f821834d9638f9d3d_mt_ordered.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                                        | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                                        |
 |  benchmark_mode               | Ordered                                                                                                                                                         | Ordered                                                                                                                                                         |
 |  build_type                   | release                                                                                                                                                         | release                                                                                                                                                         |
 |  chunk_indexes                | False                                                                                                                                                           | False                                                                                                                                                           |
 |  chunk_size                   | 65535                                                                                                                                                           | 65535                                                                                                                                                           |
 |  clients                      | 1                                                                                                                                                               | 1                                                                                                                                                               |
 |  compiler                     | clang 17.0.6                                                                                                                                                    | clang 17.0.6                                                                                                                                                    |
 |  cores                        | 64                                                                                                                                                              | 64                                                                                                                                                              |
 |  data_preparation_cores       | 0                                                                                                                                                               | 0                                                                                                                                                               |
 |  date                         | 2025-06-08 18:26:36                                                                                                                                             | 2025-06-06 21:03:11                                                                                                                                             |
 |  encoding                     | None                                                                                                                                                            | None                                                                                                                                                            |
 |  max_duration                 | 60000000000                                                                                                                                                     | 60000000000                                                                                                                                                     |
 |  max_runs                     | 50                                                                                                                                                              | 50                                                                                                                                                              |
 |  scale_factor                 | 10.0                                                                                                                                                            | 10.0                                                                                                                                                            |
 |  time_unit                    | ns                                                                                                                                                              | ns                                                                                                                                                              |
 |  using_scheduler              | True                                                                                                                                                            | True                                                                                                                                                            |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                                            | [64]                                                                                                                                                            |
 |  verify                       | False                                                                                                                                                           | False                                                                                                                                                           |
 |  warmup_duration              | 1000000000                                                                                                                                                      | 1000000000                                                                                                                                                      |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |     new |        ||      old |      new |        |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
+| 1.1     ||   163.07 |  127.93 |  -22%˄ ||     6.13 |     7.81 |  +27%˄ | (run time too short) |
+| 1.2     ||   161.28 |   84.74 |  -47%˄ ||     6.20 |    11.80 |  +90%˄ | (run time too short) |
+| 1.3     ||   159.98 |   81.84 |  -49%˄ ||     6.25 |    12.21 |  +95%˄ | (run time too short) |
-| 2.1     ||   306.25 |  331.63 |   +8%˄ ||     3.26 |     3.02 |   -8%˄ | (run time too short) |
-| 2.2     ||   146.39 |  159.04 |   +9%˄ ||     6.83 |     6.29 |   -8%˄ | (run time too short) |
-| 2.3     ||    50.96 |   64.28 |  +26%˄ ||    19.61 |    15.55 |  -21%˄ | (run time too short) |
-| 3.1     ||   742.95 |  801.35 |   +8%˄ ||     1.35 |     1.25 |   -7%˄ | (run time too short) |
-| 3.2     ||   141.41 |  149.27 |   +6%˄ ||     7.07 |     6.70 |   -5%˄ | (run time too short) |
 | 3.3     ||    76.92 |   76.92 |   +0%˄ ||    12.99 |    12.99 |   -0%˄ | (run time too short) |
 | 3.4     ||    71.59 |   69.59 |   -3%˄ ||    13.96 |    14.36 |   +3%˄ | (run time too short) |
-| 4.1     ||   810.45 |  848.51 |   +5%˄ ||     1.23 |     1.18 |   -4%˄ | (run time too short) |
 | 4.2     ||   347.78 |  350.10 |   +1%˄ ||     2.87 |     2.86 |   -1%˄ | (run time too short) |
 | 4.3     ||   113.12 |  111.38 |   -2%˄ ||     8.84 |     8.97 |   +2%˄ | (run time too short) |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum     ||  3292.17 | 3256.58 |   -1%  ||          |          |        |                      |
+| Geomean ||          |         |        ||          |          |   +8%  |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                        |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: +6% || Geometric mean of throughput changes: -5%
Configuration Overview - click to expand
 +Configuration Overview---------+---------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkStarSchema_85450217ce7cb6cd090d5efa04b6051fe625caf2_mt.json | /sc/home/lukas.hagen/hyrise/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkStarSchema_036d2ca7327d9f76b74cac0f821834d9638f9d3d_mt.json |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 85450217ce7cb6cd090d5efa04b6051fe625caf2                                                                                                                | 036d2ca7327d9f76b74cac0f821834d9638f9d3d                                                                                                                |
 |  benchmark_mode               | Shuffled                                                                                                                                                | Shuffled                                                                                                                                                |
 |  build_type                   | release                                                                                                                                                 | release                                                                                                                                                 |
 |  chunk_indexes                | False                                                                                                                                                   | False                                                                                                                                                   |
 |  chunk_size                   | 65535                                                                                                                                                   | 65535                                                                                                                                                   |
 |  clients                      | 64                                                                                                                                                      | 64                                                                                                                                                      |
 |  compiler                     | clang 17.0.6                                                                                                                                            | clang 17.0.6                                                                                                                                            |
 |  cores                        | 64                                                                                                                                                      | 64                                                                                                                                                      |
 |  data_preparation_cores       | 0                                                                                                                                                       | 0                                                                                                                                                       |
 |  date                         | 2025-06-08 18:29:58                                                                                                                                     | 2025-06-06 21:06:29                                                                                                                                     |
 |  encoding                     | None                                                                                                                                                    | None                                                                                                                                                    |
 |  max_duration                 | 1200000000000                                                                                                                                           | 1200000000000                                                                                                                                           |
 |  max_runs                     | -1                                                                                                                                                      | -1                                                                                                                                                      |
 |  scale_factor                 | 10.0                                                                                                                                                    | 10.0                                                                                                                                                    |
 |  time_unit                    | ns                                                                                                                                                      | ns                                                                                                                                                      |
 |  using_scheduler              | True                                                                                                                                                    | True                                                                                                                                                    |
 |  utilized_cores_per_numa_node | [64]                                                                                                                                                    | [64]                                                                                                                                                    |
 |  verify                       | False                                                                                                                                                   | False                                                                                                                                                   |
 |  warmup_duration              | 0                                                                                                                                                       | 0                                                                                                                                                       |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
-| 1.1     ||   851.73 |   858.35 |   +1%  ||     3.96 |     3.76 |   -5%  |  0.7401 |
+| 1.2     ||   566.45 |   450.81 |  -20%  ||     3.96 |     3.76 |   -5%  |  0.0000 |
+| 1.3     ||   536.22 |   424.29 |  -21%  ||     3.96 |     3.76 |   -5%  |  0.0000 |
-| 2.1     ||  1897.91 |  2123.89 |  +12%  ||     3.96 |     3.75 |   -5%  |  0.0000 |
-| 2.2     ||   960.39 |  1082.60 |  +13%  ||     3.96 |     3.76 |   -5%  |  0.0000 |
-| 2.3     ||   297.37 |   361.46 |  +22%  ||     3.97 |     3.76 |   -5%  |  0.0000 |
-| 3.1     ||  3115.98 |  3328.58 |   +7%  ||     3.96 |     3.75 |   -5%  |  0.0000 |
-| 3.2     ||   883.55 |   990.15 |  +12%  ||     3.96 |     3.76 |   -5%  |  0.0000 |
-| 3.3     ||   457.04 |   485.83 |   +6%  ||     3.97 |     3.75 |   -5%  |  0.0792 |
-| 3.4     ||   439.61 |   490.43 |  +12%  ||     3.96 |     3.76 |   -5%  |  0.0025 |
-| 4.1     ||  3093.45 |  3249.13 |   +5%  ||     3.96 |     3.75 |   -5%  |  0.0000 |
-| 4.2     ||  2336.63 |  2454.83 |   +5%  ||     3.96 |     3.75 |   -5%  |  0.0003 |
-| 4.3     ||   685.25 |   711.65 |   +4%  ||     3.96 |     3.76 |   -5%  |  0.1512 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
-| Sum     || 16121.57 | 17012.00 |   +6%  ||          |          |        |         |
-| Geomean ||          |          |        ||          |          |   -5%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

Sorry, something went wrong.

@Bouncner
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I'll try to compile a list of benchmarks today. Too easy to get confused with all the numbers here.

@Bouncner
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Bouncner commented Jun 23, 2025

The following benchmarks are the ones which I deemed interesting:

  • master
  • PR (int:FoR,string:FSD): this is the initial solution of this PR with FoR for integers, strings as FixedStringDictionaries and the rest either Unencoded or Dictionary, depending on the column's uniqueness
  • PR (int:FoR): as above but no exception for strings
  • PR (all:Un or Dict): All columns use either Unencoded or Dict, depending on the column's uniqueness

Memory Consumption

JoinOrder - Master                    4928 MB
JoinOrder - PR (int:FoR,string:FSD)  69179 MB
JoinOrder - PR (int:FoR)              4658 MB
JoinOrder - PR (all:Un or Dict)       4769 MB
StarSchema - Master                   3437 MB
StarSchema - PR (int:FoR,string:FSD)  3112 MB
StarSchema - PR (int:FoR)             3144 MB
StarSchema - PR (all:Un or Dict)      3675 MB
TPCC - Master                         1461 MB
TPCC - PR (int:FoR,string:FSD)         845 MB
TPCC - PR (int:FoR)                   1453 MB
TPCC - PR (all:Un or Dict)            1502 MB
TPCDS - Master                        8557 MB
TPCDS - PR (int:FoR,string:FSD)       8633 MB
TPCDS - PR (int:FoR)                  8692 MB
TPCDS - PR (all:Un or Dict)           9246 MB
TPCH - Master                        11358 MB
TPCH - PR (int:FoR,string:FSD)        9249 MB
TPCH - PR (int:FoR)                  10990 MB
TPCH - PR (all:Un or Dict)           11547 MB

@Bouncner
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Bouncner commented Jun 23, 2025

Master vs. PR (int:FoR,string:FSD)

SegmentEncodingSpec auto_select_segment_encoding_spec(const DataType& type, const bool segment_values_are_unique) {
  switch (type) {
    case DataType::Int:
      return SegmentEncodingSpec{EncodingType::FrameOfReference};
    case DataType::String:
      return SegmentEncodingSpec{EncodingType::FixedStringDictionary};
    case DataType::Long:
    case DataType::Double:
    case DataType::Float:
      if (segment_values_are_unique) {
        return SegmentEncodingSpec{EncodingType::Unencoded};
      } else {
        return SegmentEncodingSpec{EncodingType::Dictionary};
      }
    default:
      Fail("Unknown DataType when trying to select encoding for column.");
  }
}

System

cx17 - click to expand
property value
Hostname cx17
CPU AMD EPYC 7742 64-Core Processor
Memory 179GB
numactl nodebind: 0 1
numactl membind: 0 1

Commit Info and Build Time

commit date message build time
0bcfa02 04.06.2025 17:08 Concurrency control and utilities for (key) constraints of a table (#2699) real 566.54 user 3107.00 sys 93.09
704bc31 05.06.2025 13:20 Fix my own bug real 595.50 user 3117.63 sys 102.08

hyriseBenchmarkTPCH - single-threaded, SF 10.0

Sum of avg. item runtimes: -15% || Geometric mean of throughput changes: +12%
Configuration Overview - click to expand
 +Configuration Overview----+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter                | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_st.json |
 +--------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                               | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                               |
 |  benchmark_mode          | Ordered                                                                                                      | Ordered                                                                                                      |
 |  build_type              | release                                                                                                      | release                                                                                                      |
 |  chunk_indexes           | False                                                                                                        | False                                                                                                        |
 |  chunk_size              | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                 | 1                                                                                                            | 1                                                                                                            |
 |  clustering              | None                                                                                                         | None                                                                                                         |
 |  compiler                | clang 18.1.3                                                                                                 | clang 18.1.3                                                                                                 |
 |  cores                   | 0                                                                                                            | 0                                                                                                            |
 |  data_preparation_cores  | 0                                                                                                            | 0                                                                                                            |
 |  date                    | 2025-06-06 12:04:57                                                                                          | 2025-06-06 07:20:13                                                                                          |
-| ≠encoding                | {'default': {'encoding': 'Dictionary'}}                                                                      | None                                                                                                         |
 |  max_duration            | 60000000000                                                                                                  | 60000000000                                                                                                  |
 |  max_runs                | 50                                                                                                           | 50                                                                                                           |
 |  scale_factor            | 10.0                                                                                                         | 10.0                                                                                                         |
 |  time_unit               | ns                                                                                                           | ns                                                                                                           |
 |  use_prepared_statements | False                                                                                                        | False                                                                                                        |
 |  using_scheduler         | False                                                                                                        | False                                                                                                        |
 |  verify                  | False                                                                                                        | False                                                                                                        |
 |  warmup_duration         | 1000000000                                                                                                   | 1000000000                                                                                                   |
 +--------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |      new |        ||      old |      new |        |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
-| TPC-H 01 ||  5528.68 |  6005.02 |   +9%  ||     0.17 |     0.15 |  -10%  | (run time too short) |
 | TPC-H 02 ||    40.56 |    41.26 |   +2%˄ ||    24.66 |    24.24 |   -2%˄ | (run time too short) |
 | TPC-H 03 ||  1263.52 |  1268.19 |   +0%  ||     0.78 |     0.78 |   +0%  |               0.3933 |
-| TPC-H 04 ||  1382.00 |  1495.25 |   +8%  ||     0.72 |     0.67 |   -7%  |               0.0000 |
+| TPC-H 05 ||  2273.47 |  1930.21 |  -15%  ||     0.43 |     0.52 |  +19%  |               0.0000 |
 | TPC-H 06 ||   170.52 |   169.22 |   -1%˄ ||     5.86 |     5.91 |   +1%˄ | (run time too short) |
+| TPC-H 07 ||   703.81 |   599.82 |  -15%˄ ||     1.42 |     1.67 |  +17%˄ | (run time too short) |
+| TPC-H 08 ||   537.71 |   429.62 |  -20%˄ ||     1.86 |     2.33 |  +25%˄ | (run time too short) |
+| TPC-H 09 ||  6533.99 |  4863.47 |  -26%  ||     0.15 |     0.20 |  +33%  | (run time too short) |
+| TPC-H 10 ||  1386.61 |  1284.31 |   -7%  ||     0.72 |     0.77 |   +7%  |               0.0000 |
-| TPC-H 11 ||    50.89 |    53.65 |   +5%˄ ||    19.65 |    18.64 |   -5%˄ | (run time too short) |
+| TPC-H 12 ||   942.18 |   878.99 |   -7%˄ ||     1.06 |     1.14 |   +7%˄ | (run time too short) |
+| TPC-H 13 ||  7360.10 |  4687.63 |  -36%  ||     0.13 |     0.20 |  +50%  | (run time too short) |
+| TPC-H 14 ||   492.69 |   458.72 |   -7%˄ ||     2.03 |     2.18 |   +7%˄ | (run time too short) |
+| TPC-H 15 ||   183.11 |   161.15 |  -12%˄ ||     5.46 |     6.21 |  +14%˄ | (run time too short) |
 | TPC-H 16 ||   530.69 |   550.42 |   +4%˄ ||     1.88 |     1.82 |   -4%˄ | (run time too short) |
+| TPC-H 17 ||   220.02 |   138.96 |  -37%˄ ||     4.55 |     7.20 |  +58%˄ | (run time too short) |
-| TPC-H 18 ||  1568.85 |  1702.04 |   +8%  ||     0.63 |     0.58 |   -8%  |               0.0000 |
 | TPC-H 19 ||   230.76 |   223.27 |   -3%˄ ||     4.33 |     4.48 |   +3%˄ | (run time too short) |
+| TPC-H 20 ||   392.62 |   274.59 |  -30%˄ ||     2.55 |     3.64 |  +43%˄ | (run time too short) |
+| TPC-H 21 ||  4267.09 |  3467.82 |  -19%  ||     0.23 |     0.28 |  +21%  | (run time too short) |
+| TPC-H 22 ||   482.40 |   380.38 |  -21%˄ ||     2.07 |     2.63 |  +27%˄ | (run time too short) |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum      || 36542.26 | 31063.98 |  -15%  ||          |          |        |                      |
+| Geomean  ||          |          |        ||          |          |  +12%  |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                         |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - single-threaded, SF 0.01

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: -2%
Configuration Overview - click to expand
 +Configuration Overview----+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 | Parameter                | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st_s01.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_st_s01.json |
 +--------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                   | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                                   |
 |  benchmark_mode          | Ordered                                                                                                          | Ordered                                                                                                          |
 |  build_type              | release                                                                                                          | release                                                                                                          |
 |  chunk_indexes           | False                                                                                                            | False                                                                                                            |
 |  chunk_size              | 65535                                                                                                            | 65535                                                                                                            |
 |  clients                 | 1                                                                                                                | 1                                                                                                                |
 |  clustering              | None                                                                                                             | None                                                                                                             |
 |  compiler                | clang 18.1.3                                                                                                     | clang 18.1.3                                                                                                     |
 |  cores                   | 0                                                                                                                | 0                                                                                                                |
 |  data_preparation_cores  | 0                                                                                                                | 0                                                                                                                |
 |  date                    | 2025-06-06 12:21:50                                                                                              | 2025-06-06 07:35:14                                                                                              |
-| ≠encoding                | {'default': {'encoding': 'Dictionary'}}                                                                          | None                                                                                                             |
 |  max_duration            | 60000000000                                                                                                      | 60000000000                                                                                                      |
 |  max_runs                | 50                                                                                                               | 50                                                                                                               |
 |  scale_factor            | 0.009999999776482582                                                                                             | 0.009999999776482582                                                                                             |
 |  time_unit               | ns                                                                                                               | ns                                                                                                               |
 |  use_prepared_statements | False                                                                                                            | False                                                                                                            |
 |  using_scheduler         | False                                                                                                            | False                                                                                                            |
 |  verify                  | False                                                                                                            | False                                                                                                            |
 |  warmup_duration         | 1000000000                                                                             
10000
                          | 1000000000                                                                                                       |
 +--------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |     new |        ||      old |      new |        |                      |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
-| TPC-H 01 ||     5.24 |    5.62 |   +7%˄ ||   190.64 |   177.86 |   -7%˄ | (run time too short) |
-| TPC-H 02 ||     3.19 |    3.53 |  +11%˄ ||   313.71 |   282.98 |  -10%˄ | (run time too short) |
 | TPC-H 03 ||     0.58 |    0.58 |   -0%˄ ||  1721.40 |  1723.83 |   +0%˄ | (run time too short) |
-| TPC-H 04 ||     0.37 |    0.42 |  +14%˄ ||  2675.72 |  2356.64 |  -12%˄ | (run time too short) |
-| TPC-H 05 ||     0.95 |    1.01 |   +6%˄ ||  1050.28 |   989.41 |   -6%˄ | (run time too short) |
 | TPC-H 06 ||     0.19 |    0.20 |   +1%˄ ||  5138.39 |  5092.23 |   -1%˄ | (run time too short) |
+| TPC-H 07 ||     9.60 |    8.71 |   -9%˄ ||   104.11 |   114.82 |  +10%˄ | (run time too short) |
 | TPC-H 08 ||    12.91 |   13.25 |   +3%˄ ||    77.45 |    75.46 |   -3%˄ | (run time too short) |
+| TPC-H 09 ||     3.96 |    3.19 |  -19%˄ ||   252.38 |   313.01 |  +24%˄ | (run time too short) |
 | TPC-H 10 ||     0.70 |    0.69 |   -1%˄ ||  1434.57 |  1453.39 |   +1%˄ | (run time too short) |
 | TPC-H 11 ||     0.17 |    0.17 |   +1%˄ ||  5771.75 |  5698.91 |   -1%˄ | (run time too short) |
 | TPC-H 12 ||     0.62 |    0.63 |   +3%˄ ||  1615.42 |  1573.99 |   -3%˄ | (run time too short) |
 | TPC-H 13 ||     2.15 |    2.18 |   +2%˄ ||   465.29 |   458.16 |   -2%˄ | (run time too short) |
 | TPC-H 14 ||     0.29 |    0.30 |   +3%˄ ||  3401.75 |  3302.18 |   -3%˄ | (run time too short) |
 | TPC-H 15 ||     1.07 |    1.08 |   +1%˄ ||   929.03 |   922.97 |   -1%˄ | (run time too short) |
 | TPC-H 16 ||     1.92 |    1.97 |   +3%˄ ||   520.95 |   506.84 |   -3%˄ | (run time too short) |
-| TPC-H 17 ||     0.46 |    0.75 |  +63%˄ ||  2178.75 |  1334.06 |  -39%˄ | (run time too short) |
+| TPC-H 18 ||     1.32 |    1.19 |  -10%˄ ||   758.50 |   840.44 |  +11%˄ | (run time too short) |
 | TPC-H 19 ||     4.51 |    4.45 |   -1%˄ ||   221.63 |   224.58 |   +1%˄ | (run time too short) |
 | TPC-H 20 ||     2.38 |    2.37 |   -0%˄ ||   420.72 |   422.35 |   +0%˄ | (run time too short) |
 | TPC-H 21 ||     1.11 |    1.08 |   -3%˄ ||   901.66 |   925.02 |   +3%˄ | (run time too short) |
 | TPC-H 22 ||     1.06 |    1.08 |   +2%˄ ||   939.30 |   923.78 |   -2%˄ | (run time too short) |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum      ||    54.76 |   54.46 |   -1%  ||          |          |        |                      |
 | Geomean  ||          |         |        ||          |          |   -2%  |                      |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                        |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, ordered, 1 client, 64 cores, SF 10.0

Sum of avg. item runtimes: -13% || Geometric mean of throughput changes: +10%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_ordered.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_mt_ordered.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                       | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                                       |
 |  benchmark_mode               | Ordered                                                                                                              | Ordered                                                                                                              |
 |  build_type                   | release                                                                                                              | release                                                                                                              |
 |  chunk_indexes                | False                                                                                                                | False                                                                                                                |
 |  chunk_size                   | 65535                                                                                                                | 65535                                                                                                                |
 |  clients                      | 1                                                                                                                    | 1                                                                                                                    |
 |  clustering                   | None                                                                                                                 | None                                                                                                                 |
 |  compiler                     | clang 18.1.3                                                                                                         | clang 18.1.3                                                                                                         |
 |  cores                        | 64                                                                                                                   | 64                                                                                                                   |
 |  data_preparation_cores       | 0                                                                                                                    | 0                                                                                                                    |
 |  date                         | 2025-06-06 12:22:17                                                                                                  | 2025-06-06 07:35:39                                                                                                  |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                              | None                                                                                                                 |
 |  max_duration                 | 60000000000                                                                                                          | 60000000000                                                                                                          |
 |  max_runs                     | 50                                                                                                                   | 50                                                                                                                   |
 |  scale_factor                 | 10.0                                                                                                                 | 10.0                                                                                                                 |
 |  time_unit                    | ns                                                                                                                   | ns                                                                                                                   |
 |  use_prepared_statements      | False                                                                                                                | False                                                                                                                |
 |  using_scheduler              | True                                                                                                                 | True                                                                                                                 |
 |  utilized_cores_per_numa_node | [64]                                                                                                                 | [64]                                                                                                                 |
 |  verify                       | False                                                                                                                | False                                                                                                                |
 |  warmup_duration              | 1000000000                                                                                                           | 1000000000                                                                                                           |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |      new |        ||      old |      new |        |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
-| TPC-H 01 ||  4647.84 |  4882.89 |   +5%  ||     0.20 |     0.20 |   +0%  | (run time too short) |
+| TPC-H 02 ||    58.37 |    52.66 |  -10%˄ ||    17.12 |    18.98 |  +11%˄ | (run time too short) |
 | TPC-H 03 ||   664.16 |   646.71 |   -3%˄ ||     1.51 |     1.55 |   +3%˄ | (run time too short) |
 | TPC-H 04 ||   653.10 |   642.17 |   -2%˄ ||     1.53 |     1.56 |   +2%˄ | (run time too short) |
+| TPC-H 05 ||   614.53 |   523.75 |  -15%˄ ||     1.63 |     1.91 |  +17%˄ | (run time too short) |
 | TPC-H 06 ||    64.23 |    63.63 |   -1%˄ ||    15.56 |    15.70 |   +1%˄ | (run time too short) |
 | TPC-H 07 ||   248.96 |   243.81 |   -2%˄ ||     4.02 |     4.10 |   +2%˄ | (run time too short) |
+| TPC-H 08 ||   234.85 |   216.64 |   -8%˄ ||     4.26 |     4.61 |   +8%˄ | (run time too short) |
+| TPC-H 09 ||  2207.70 |  1882.03 |  -15%  ||     0.45 |     0.52 |  +15%  | (run time too short) |
+| TPC-H 10 ||   643.54 |   593.33 |   -8%˄ ||     1.55 |     1.69 |   +8%˄ | (run time too short) |
 | TPC-H 11 ||    88.09 |    88.09 |   +0%˄ ||    11.35 |    11.35 |   -0%˄ | (run time too short) |
+| TPC-H 12 ||   502.42 |   465.08 |   -7%˄ ||     1.99 |     2.15 |   +8%˄ | (run time too short) |
+| TPC-H 13 ||  3827.23 |  1966.37 |  -49%  ||     0.25 |     0.50 | +100%  | (run time too short) |
 | TPC-H 14 ||   150.42 |   155.18 |   +3%˄ ||     6.65 |     6.44 |   -3%˄ | (run time too short) |
+| TPC-H 15 ||   147.53 |   126.77 |  -14%˄ ||     6.78 |     7.89 |  +16%˄ | (run time too short) |
 | TPC-H 16 ||   580.92 |   570.35 |   -2%˄ ||     1.72 |     1.75 |   +2%˄ | (run time too short) |
+| TPC-H 17 ||    88.43 |    71.97 |  -19%˄ ||    11.30 |    13.89 |  +23%˄ | (run time too short) |
 | TPC-H 18 ||  1745.15 |  1706.65 |   -2%  ||     0.57 |     0.58 |   +3%  |               0.0541 |
 | TPC-H 19 ||   109.64 |   113.86 |   +4%˄ ||     9.12 |     8.78 |   -4%˄ | (run time too short) |
+| TPC-H 20 ||   193.82 |   176.60 |   -9%˄ ||     5.16 |     5.66 |  +10%˄ | (run time too short) |
+| TPC-H 21 ||  1120.78 |  1006.30 |  -10%˄ ||     0.89 |     0.99 |  +11%˄ | (run time too short) |
+| TPC-H 22 ||   161.23 |   136.52 |  -15%˄ ||     6.20 |     7.32 |  +18%˄ | (run time too short) |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum      || 18752.92 | 16331.39 |  -13%  ||          |          |        |                      |
+| Geomean  ||          |          |        ||          |          |  +10%  |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                         |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, shuffled, 64 clients, 64 cores, SF 10.0

Sum of avg. item runtimes: -11% || Geometric mean of throughput changes: +12%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_mt.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                               | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                               |
 |  benchmark_mode               | Shuffled                                                                                                     | Shuffled                                                                                                     |
 |  build_type                   | release                                                                                                      | release                                                                                                      |
 |  chunk_indexes                | False                                                                                                        | False                                                                                                        |
 |  chunk_size                   | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                      | 64                                                                                                           | 64                                                                                                           |
 |  clustering                   | None                                                                                                         | None                                                                                                         |
 |  compiler                     | clang 18.1.3                                                                                                 | clang 18.1.3                                                                                                 |
 |  cores                        | 64                                                                                                           | 64                                                                                                           |
 |  data_preparation_cores       | 0                                                                                                            | 0                                                                                                            |
 |  date                         | 2025-06-06 12:34:06                                                                                          | 2025-06-06 07:46:56                                                                                          |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                      | None                                                                                                         |
 |  max_duration                 | 1200000000000                                                                                                | 1200000000000                                                                                                |
 |  max_runs                     | -1                                                                                                           | -1                                                                                                           |
 |  scale_factor                 | 10.0                                                                                                         | 10.0                                                                                                         |
 |  time_unit                    | ns                                                                                                           | ns                                                                                                           |
 |  use_prepared_statements      | False                                                                                                        | False                                                                                                        |
 |  using_scheduler              | True                                                                                                         | True                                                                                                         |
 |  utilized_cores_per_numa_node | [64]                                                                                                         | [64]                                                                                                         |
 |  verify                       | False                                                                                                        | False                                                                                                        |
 |  warmup_duration              | 0                                                                                                            | 0                                                                                                            |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+---------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |          ||      old |      new |        ||      old |      new |        |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+
+| TPC-H 01 ||  6094.00 |  6370.96 |   +5%  ||     1.03 |     1.16 |  +12%  |  0.0000 |
+| TPC-H 02 ||   470.12 |   440.27 |   -6%  ||     1.04 |     1.16 |  +12%  |  0.5709 |
+| TPC-H 03 ||  2815.11 |  2623.59 |   -7%  ||     1.04 |     1.16 |  +12%  |  0.1324 |
+| TPC-H 04 ||  2293.11 |  2228.19 |   -3%  ||     1.04 |     1.16 |  +12%  |  0.5688 |
+| TPC-H 05 ||  4194.02 |  3983.72 |   -5%  ||     1.03 |     1.16 |  +12%  |  0.2203 |
+| TPC-H 06 ||   784.96 |   734.66 |   -6%  ||     1.04 |     1.17 |  +12%  |  0.4826 |
+| TPC-H 07 ||  3379.16 |  2873.79 |  -15%  ||     1.03 |     1.16 |  +12%  |  0.0008 |
+| TPC-H 08 ||  2547.08 |  2087.30 |  -18%  ||     1.03 |     1.16 |  +12%  |  0.0008 |
+| TPC-H 09 ||  6472.87 |  5691.94 |  -12%  ||     1.03 |     1.16 |  +12%  |  0.0000 |
+| TPC-H 10 ||  3425.93 |  3137.08 |   -8%  ||     1.03 |     1.16 |  +12%  |  0.0367 |
+| TPC-H 11 ||   494.08 |   423.13 |  -14%  ||     1.04 |     1.16 |  +12%  |  0.1437 |
+| TPC-H 12 ||  2681.55 |  2391.03 |  -11%  ||     1.03 |     1.16 |  +12%  |  0.0149 |
+| TPC-H 13 ||  7630.22 |  4885.81 |  -36%  ||     1.03 |     1.16 |  +13%  |  0.0000 |
+| TPC-H 14 ||  1096.15 |  1093.04 |   -0%  ||     1.04 |     1.16 |  +12%  |  0.9694 |
+| TPC-H 15 ||   682.01 |   604.72 |  -11%  ||     1.04 |     1.16 |  +12%  |  0.1451 |
+| TPC-H 16 ||  2536.14 |  2244.17 |  -12%  ||     1.04 |     1.16 |  +12%  |  0.0168 |
+| TPC-H 17 ||   850.76 |   743.89 |  -13%  ||     1.04 |     1.16 |  +12%  |  0.1395 |
+| TPC-H 18 ||  3630.39 |  3646.37 |   +0%  ||     1.03 |     1.16 |  +12%  |  0.8580 |
+| TPC-H 19 ||  1140.60 |  1121.19 |   -2%  ||     1.03 |     1.16 |  +12%  |  0.8268 |
+| TPC-H 20 ||  1760.96 |  1483.94 |  -16%  ||     1.04 |     1.16 |  +12%  |  0.0050 |
+| TPC-H 21 ||  5284.28 |  4884.18 |   -8%  ||     1.03 |     1.16 |  +12%  |  0.0232 |
+| TPC-H 22 ||  1110.97 |   993.93 |  -11%  ||     1.04 |     1.16 |  +12%  |  0.1517 |
 +----------++----------+----------+--------++----------+----------+--------+---------+
+| Sum      || 61374.47 | 54686.88 |  -11%  ||          |          |        |         |
+| Geomean  ||          |          |        ||          |          |  +12%  |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - single-threaded

Sum of avg. item runtimes: +5% || Geometric mean of throughput changes: -10%
Configuration Overview - click to expand
 +Configuration Overview---+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_st.json |
 +-------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                                |
 |  benchmark_mode         | Ordered                                                                                                       | Ordered                                                                                                       |
 |  build_type             | release                                                                                                       | release                                                                                                       |
 |  chunk_indexes          | False                                                                                                         | False                                                                                                         |
 |  chunk_size             | 65535                                                                                                         | 65535                                                                                                         |
 |  clients                | 1                                                                                                             | 1                                                                                                             |
 |  compiler               | clang 18.1.3                                                                                                  | clang 18.1.3                                                                                                  |
 |  cores                  | 0                                                                                                             | 0                                                                                                             |
 |  data_preparation_cores | 0                                                                                                             | 0                                                                                                             |
 |  date                   | 2025-06-06 12:55:34                                                                                           | 2025-06-06 08:08:23                                                                                           |
-| ≠encoding               | {'default': {'encoding': 'Dictionary'}}                                                                       | None                                                                                                          |
 |  max_duration           | 60000000000                                                                                                   | 60000000000                                                                                                   |
 |  max_runs               | 50                                                                                                            | 50                                                                                                            |
 |  time_unit              | ns                                                                                                            | ns                                                                                                            |
 |  using_scheduler        | False                                                                                                         | False                                                                                                         |
 |  verify                 | False                                                                                                         | False                                                                                                         |
 |  warmup_duration        | 1000000000                                                                                                    | 1000000000                                                                                                    |
 +-------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 01      ||   224.59 |   205.76 |   -8%˄ ||     4.45 |     4.86 |   +9%˄ | (run time too short) |
+| 03      ||    62.68 |    57.33 |   -9%˄ ||    15.95 |    17.44 |   +9%˄ | (run time too short) |
+| 06      ||   198.18 |   188.60 |   -5%˄ ||     5.05 |     5.30 |   +5%˄ | (run time too short) |
-| 07      ||   253.36 |   279.28 |  +10%˄ ||     3.95 |     3.58 |   -9%˄ | (run time too short) |
-| 09      ||   720.91 |  1370.75 |  +90%˄ ||     1.39 |     0.72 |  -48%˄ | (run time too short) |
-| 10      ||   120.63 |   161.78 |  +34%˄ ||     8.29 |     6.18 |  -25%˄ | (run time too short) |
-| 13      ||   464.50 |   513.05 |  +10%˄ ||     2.15 |     1.95 |   -9%˄ | (run time too short) |
-| 15      ||   124.21 |   133.69 |   +8%˄ ||     8.05 |     7.48 |   -7%˄ | (run time too short) |
-| 16      ||    55.91 |    76.54 |  +37%˄ ||    17.88 |    13.07 |  -27%˄ | (run time too short) |
+| 17      ||   323.16 |   300.29 |   -7%˄ ||     3.09 |     3.33 |   +8%˄ | (run time too short) |
-| 19      ||    97.81 |   112.81 |  +15%˄ ||    10.22 |     8.86 |  -13%˄ | (run time too short) |
-| 25      ||   167.80 |   181.29 |   +8%˄ ||     5.96 |     5.52 |   -7%˄ | (run time too short) |
-| 26      ||   114.68 |   127.71 |  +11%˄ ||     8.72 |     7.83 |  -10%˄ | (run time too short) |
-| 28      ||   574.95 |  1176.53 | +105%˄ ||     1.74 |     0.85 |  -51%˄ | (run time too short) |
 | 29      ||   484.05 |   472.25 |   -2%˄ ||     2.07 |     2.12 |   +2%˄ | (run time too short) |
-| 31      ||  1316.64 |  1437.44 |   +9%  ||     0.75 |     0.68 |   -9%  | (run time too short) |
-| 32      ||    30.32 |    40.72 |  +34%˄ ||    32.98 |    24.56 |  -26%˄ | (run time too short) |
-| 34      ||   140.58 |   167.50 |  +19%˄ ||     7.11 |     5.97 |  -16%˄ | (run time too short) |
-| 35      ||   604.65 |   647.37 |   +7%˄ ||     1.65 |     1.54 |   -7%˄ | (run time too short) |
-| 37      ||   653.81 |  1227.69 |  +88%˄ ||     1.53 |     0.80 |  -48%˄ | (run time too short) |
-| 39a     ||  1704.00 |  1859.91 |   +9%  ||     0.58 |     0.53 |   -9%  |               0.0000 |
-| 39b     ||  1682.21 |  1861.56 |  +11%  ||     0.58 |     0.53 |   -9%  | (run time too short) |
 | 41      ||   281.49 |   286.47 |   +2%˄ ||     3.55 |     3.49 |   -2%˄ | (run time too short) |
-| 42      ||    78.54 |    92.67 |  +18%˄ ||    12.73 |    10.79 |  -15%˄ | (run time too short) |
-| 43      ||   974.60 |  1034.23 |   +6%˄ ||     1.03 |     0.97 |   -6%˄ | (run time too short) |
+| 45      ||   126.38 |   107.34 |  -15%˄ ||     7.91 |     9.32 |  +18%˄ | (run time too short) |
 | 48      ||  1164.93 |  1186.76 |   +2%˄ ||     0.86 |     0.84 |   -2%˄ | (run time too short) |
 | 50      ||   125.44 |   130.37 |   +4%˄ ||     7.97 |     7.67 |   -4%˄ | (run time too short) |
-| 52      ||    79.38 |    93.08 |  +17%˄ ||    12.60 |    10.74 |  -15%˄ | (run time too short) |
-| 55      ||    74.51 |    88.48 |  +19%˄ ||    13.42 |    11.30 |  -16%˄ | (run time too short) |
 | 62      ||   554.59 |   576.69 |   +4%˄ ||     1.80 |     1.73 |   -4%˄ | (run time too short) |
 | 65      ||  1924.75 |  1874.04 |   -3%  ||     0.52 |     0.53 |   +3%  |               0.0000 |
-| 69      ||   139.66 |   170.22 |  +22%˄ ||     7.16 |     5.87 |  -18%˄ | (run time too short) |
-| 73      ||    77.37 |    98.41 |  +27%˄ ||    12.92 |    10.16 |  -21%˄ | (run time too short) |
 | 79      ||   491.32 |   508.66 |   +4%˄ ||     2.04 |     1.97 |   -3%˄ | (run time too short) |
 | 81      ||   155.98 |   150.42 |   -4%˄ ||     6.41 |     6.65 |   +4%˄ | (run time too short) |
-| 82      ||   700.59 |  1255.98 |  +79%˄ ||     1.43 |     0.78 |  -45%˄ | (run time too short) |
+| 83      ||    38.43 |    36.11 |   -6%˄ ||    26.02 |    27.69 |   +6%˄ | (run time too short) |
+| 84      ||    13.88 |    12.36 |  -11%˄ ||    72.03 |    80.89 |  +12%˄ | (run time too short) |
 | 85      ||   161.74 |   163.30 |   +1%˄ ||     6.18 |     6.12 |   -1%˄ | (run time too short) |
-| 88      ||   638.78 |   798.86 |  +25%˄ ||     1.57 |     1.25 |  -20%˄ | (run time too short) |
 | 91      ||    17.79 |    17.29 |   -3%˄ ||    56.21 |    57.83 |   +3%˄ | (run time too short) |
+| 92      ||    35.59 |    33.45 |   -6%˄ ||    28.09 |    29.90 |   +6%˄ | (run time too short) |
+| 93      ||  3751.76 |  2395.99 |  -36%  ||     0.25 |     0.42 |  +67%  | (run time too short) |
-| 94      ||    35.40 |    45.52 |  +29%˄ ||    28.25 |    21.97 |  -22%˄ | (run time too short) |
 | 95      ||  5159.89 |  5203.35 |   +1%  ||     0.18 |     0.18 |   +0%  | (run time too short) |
-| 96      ||    60.98 |    78.86 |  +29%˄ ||    16.40 |    12.68 |  -23%˄ | (run time too short) |
+| 97      ||  4040.15 |  3552.85 |  -12%  ||     0.23 |     0.27 |  +14%  | (run time too short) |
 | 99      ||  1085.28 |  1125.71 |   +4%˄ ||     0.92 |     0.89 |   -4%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
-| Sum     || 32108.83 | 33717.27 |   +5%  ||          |          |        |                      |
-| Geomean ||          |          |        ||          |          |  -10%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: -1%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_ordered.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_mt_ordered.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                        | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                                        |
 |  benchmark_mode               | Ordered                                                                                                               | Ordered                                                                                                               |
 |  build_type                   | release                                                                                                               | release                                                                                                               |
 |  chunk_indexes                | False                                                                                                                 | False                                                                                                                 |
 |  chunk_size                   | 65535                                                                                                                 | 65535                                                                                                                 |
 |  clients                      | 1                                                                                                                     | 1                                                                                                                     |
 |  compiler                     | clang 18.1.3                                                                                                          | clang 18.1.3                                                                                                          |
 |  cores                        | 64                                                                                                                    | 64                                                                                                                    |
 |  data_preparation_cores       | 0                                                                                                                     | 0                                                                                                                     |
 |  date                         | 2025-06-06 13:16:21                                                                                                   | 2025-06-06 08:31:30                                                                                                   |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                               | None                                                                                                                  |
 |  max_duration                 | 60000000000                                                                                                           | 60000000000                                                                                                           |
 |  max_runs                     | 50                                                                                                                    | 50                                                                                                                    |
 |  time_unit                    | ns                                                                                                                    | ns                                                                                                                    |
 |  using_scheduler              | True                                                                                                                  | True                                                                                                                  |
 |  utilized_cores_per_numa_node | [64]                                                                                                                  | [64]                                                                                                                  |
 |  verify                       | False                                                                                                                 | False                                                                                                                 |
 |  warmup_duration              | 1000000000                                                                                                            | 1000000000                                                                                                            |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 01      ||   241.09 |   226.55 |   -6%˄ ||     4.15 |     4.41 |   +6%˄ | (run time too short) |
+| 03      ||    33.52 |    31.93 |   -5%˄ ||    29.80 |    31.28 |   +5%˄ | (run time too short) |
+| 06      ||   192.36 |   172.75 |  -10%˄ ||     5.20 |     5.79 |  +11%˄ | (run time too short) |
 | 07      ||   191.04 |   188.62 |   -1%˄ ||     5.23 |     5.30 |   +1%˄ | (run time too short) |
-| 09      ||   112.75 |   153.59 |  +36%˄ ||     8.87 |     6.51 |  -27%˄ | (run time too short) |
-| 10      ||    36.49 |    40.91 |  +12%˄ ||    27.37 |    24.42 |  -11%˄ | (run time too short) |
 | 13      ||   257.93 |   250.60 |   -3%˄ ||     3.88 |     3.99 |   +3%˄ | (run time too short) |
 | 15      ||    75.62 |    76.48 |   +1%˄ ||    13.22 |    13.07 |   -1%˄ | (run time too short) |
-| 16      ||    30.90 |    33.15 |   +7%˄ ||    32.32 |    30.13 |   -7%˄ | (run time too short) |
+| 17      ||   143.10 |   122.43 |  -14%˄ ||     6.99 |     8.17 |  +17%˄ | (run time too short) |
-| 19      ||    68.54 |    74.37 |   +9%˄ ||    14.58 |    13.44 |   -8%˄ | (run time too short) |
+| 25      ||   102.63 |    90.70 |  -12%˄ ||     9.74 |    11.02 |  +13%˄ | (run time too short) |
+| 26      ||    87.87 |    82.57 |   -6%˄ ||    11.38 |    12.11 |   +6%˄ | (run time too short) |
-| 28      ||   147.32 |   159.24 |   +8%˄ ||     6.79 |     6.28 |   -7%˄ | (run time too short) |
+| 29      ||   458.69 |   423.59 |   -8%˄ ||     2.18 |     2.36 |   +8%˄ | (run time too short) |
-| 31      ||   477.48 |   501.40 |   +5%˄ ||     2.09 |     1.99 |   -5%˄ | (run time too short) |
 | 32      ||    34.03 |    32.84 |   -4%˄ ||    29.35 |    30.42 |   +4%˄ | (run time too short) |
 | 34      ||    94.61 |    97.19 |   +3%˄ ||    10.57 |    10.28 |   -3%˄ | (run time too short) |
 | 35      ||   388.22 |   380.37 |   -2%˄ ||     2.58 |     2.63 |   +2%˄ | (run time too short) |
-| 37      ||   197.37 |   255.35 |  +29%˄ ||     5.07 |     3.92 |  -23%˄ | (run time too short) |
 | 39a     ||   767.67 |   770.86 |   +0%˄ ||     1.30 |     1.30 |   -0%˄ | (run time too short) |
 | 39b     ||   744.15 |   745.58 |   +0%˄ ||     1.34 |     1.34 |   -0%˄ | (run time too short) |
 | 41      ||   365.65 |   365.91 |   +0%˄ ||     2.73 |     2.73 |   -0%˄ | (run time too short) |
-| 42      ||    49.54 |    53.27 |   +8%˄ ||    20.17 |    18.76 |   -7%˄ | (run time too short) |
 | 43      ||   446.83 |   462.28 |   +3%˄ ||     2.24 |     2.16 |   -3%˄ | (run time too short) |
 | 45      ||    54.19 |    52.70 |   -3%˄ ||    18.44 |    18.96 |   +3%˄ | (run time too short) |
 | 48      ||   536.30 |   528.72 |   -1%˄ ||     1.86 |     1.89 |   +1%˄ | (run time too short) |
-| 50      ||   102.96 |   107.73 |   +5%˄ ||     9.71 |     9.28 |   -4%˄ | (run time too short) |
-| 52      ||    51.71 |    55.82 |   +8%˄ ||    19.33 |    17.90 |   -7%˄ | (run time too short) |
-| 55      ||    44.58 |    49.20 |  +10%˄ ||    22.41 |    20.31 |   -9%˄ | (run time too short) |
 | 62      ||   348.42 |   349.30 |   +0%˄ ||     2.87 |     2.86 |   -0%˄ | (run time too short) |
 | 65      ||  1487.32 |  1472.47 |   -1%  ||     0.67 |     0.67 |   +0%  | (run time too short) |
 | 69      ||    71.95 |    74.93 |   +4%˄ ||    13.89 |    13.34 |   -4%˄ | (run time too short) |
-| 73      ||    54.34 |    59.01 |   +9%˄ ||    18.39 |    16.94 |   -8%˄ | (run time too short) |
 | 79      ||   482.39 |   477.67 |   -1%˄ ||     2.07 |     2.09 |   +1%˄ | (run time too short) |
 | 81      ||   192.05 |   187.82 |   -2%˄ ||     5.21 |     5.32 |   +2%˄ | (run time too short) |
-| 82      ||   224.64 |   280.75 |  +25%˄ ||     4.45 |     3.56 |  -20%˄ | (run time too short) |
+| 83      ||    46.69 |    43.88 |   -6%˄ ||    21.40 |    22.77 |   +6%˄ | (run time too short) |
+| 84      ||    10.09 |     9.34 |   -7%˄ ||    98.82 |   106.77 |   +8%˄ | (run time too short) |
+| 85      ||    71.04 |    67.45 |   -5%˄ ||    14.07 |    14.82 |   +5%˄ | (run time too short) |
-| 88      ||    82.46 |    87.89 |   +7%˄ ||    12.12 |    11.37 |   -6%˄ | (run time too short) |
+| 91      ||    18.25 |    16.87 |   -8%˄ ||    54.68 |    59.15 |   +8%˄ | (run time too short) |
+| 92      ||    43.78 |    39.45 |  -10%˄ ||    22.82 |    25.33 |  +11%˄ | (run time too short) |
+| 93      ||   753.37 |   550.95 |  -27%˄ ||     1.33 |     1.81 |  +37%˄ | (run time too short) |
-| 94      ||    30.53 |    32.15 |   +5%˄ ||    32.71 |    31.07 |   -5%˄ | (run time too short) |
 | 95      ||   712.51 |   713.44 |   +0%˄ ||     1.40 |     1.40 |   -0%˄ | (run time too short) |
-| 96      ||    46.38 |    49.94 |   +8%˄ ||    21.54 |    20.01 |   -7%˄ | (run time too short) |
+| 97      ||  1373.25 |  1304.19 |   -5%  ||     0.72 |     0.77 |   +7%  |               0.0000 |
-| 99      ||   574.74 |   651.40 |  +13%˄ ||     1.74 |     1.54 |  -12%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 13159.36 | 13055.59 |   -1%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   -1%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_mt.json |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                                |
 |  benchmark_mode               | Shuffled                                                                                                      | Shuffled                                                                                                      |
 |  build_type                   | release                                                                                                       | release                                                                                                       |
 |  chunk_indexes                | False                                                                                                         | False                                                                                                         |
 |  chunk_size                   | 65535                                                                                                         | 65535                                                                                                         |
 |  clients                      | 64                                                                                                            | 64                                                                                                            |
 |  compiler                     | clang 18.1.3                                                                                                  | clang 18.1.3                                                                                                  |
 |  cores                        | 64                                                                                                            | 64                                                                                                            |
 |  data_preparation_cores       | 0                                                                                                             | 0                                                                                                             |
 |  date                         | 2025-06-06 13:28:30                                                                                           | 2025-06-06 08:43:36                                                                                           |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                       | None                                                                                                          |
 |  max_duration                 | 1200000000000                                                                                                 | 1200000000000                                                                                                 |
 |  max_runs                     | -1                                                                                                            | -1                                                                                                            |
 |  time_unit                    | ns                                                                                                            | ns                                                                                                            |
 |  using_scheduler              | True                                                                                                          | True                                                                                                          |
 |  utilized_cores_per_numa_node | [64]                                                                                                          | [64]                                                                                                          |
 |  verify                       | False                                                                                                         | False                                                                                                         |
 |  warmup_duration              | 0                                                                                                             | 0                                                                                                             |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| 01      ||   857.64 |   715.49 |  -17%  ||     1.00 |     1.01 |   +1%  |  0.0074 |
+| 03      ||   302.59 |   271.87 |  -10%  ||     1.00 |     1.01 |   +1%  |  0.3074 |
+| 06      ||   933.97 |   851.12 |   -9%  ||     1.00 |     1.01 |   +1%  |  0.1709 |
+| 07      ||  1070.54 |   895.64 |  -16%  ||     1.00 |     1.01 |   +1%  |  0.0043 |
-| 09      ||   892.05 |  1108.93 |  +24%  ||     1.00 |     1.01 |   +1%  |  0.0025 |
 | 10      ||   810.43 |   839.26 |   +4%  ||     1.00 |     1.01 |   +1%  |  0.6769 |
+| 13      ||  1758.12 |  1646.70 |   -6%  ||     1.00 |     1.01 |   +1%  |  0.1290 |
 | 15      ||   529.36 |   508.31 |   -4%  ||     1.00 |     1.01 |   +1%  |  0.6182 |
+| 16      ||   505.42 |   474.75 |   -6%  ||     1.00 |     1.01 |   +1%  |  0.5267 |
 | 17      ||  1456.84 |  1424.12 |   -2%  ||     1.00 |     1.01 |   +1%  |  0.7022 |
+| 19      ||   684.03 |   635.35 |   -7%  ||     1.00 |     1.01 |   +1%  |  0.3553 |
 | 25      ||  1067.12 |  1035.53 |   -3%  ||     1.00 |     1.01 |   +1%  |  0.6536 |
+| 26      ||   517.34 |   473.21 |   -9%  ||     1.00 |     1.01 |   +1%  |  0.2143 |
-| 28      ||  1513.45 |  1849.16 |  +22%  ||     1.00 |     1.01 |   +1%  |  0.0006 |
 | 29      ||  1867.95 |  1879.64 |   +1%  ||     1.00 |     1.01 |   +1%  |  0.8963 |
-| 31      ||  2665.98 |  2816.25 |   +6%  ||     1.00 |     1.01 |   +1%  |  0.1941 |
 | 32      ||   188.89 |   188.46 |   -0%  ||     1.00 |     1.01 |   +1%  |  0.9852 |
 | 34      ||   793.81 |   799.69 |   +1%  ||     1.00 |     1.01 |   +1%  |  0.9121 |
+| 35      ||  2277.05 |  2122.63 |   -7%  ||     1.00 |     1.01 |   +1%  |  0.0825 |
-| 37      ||   958.69 |  1062.38 |  +11%  ||     1.00 |     1.01 |   +1%  |  0.0894 |
 | 39a     ||  2877.21 |  2905.46 |   +1%  ||     1.00 |     1.01 |   +1%  |  0.7555 |
 | 39b     ||  2838.66 |  2950.73 |   +4%  ||     1.00 |     1.01 |   +1%  |  0.2106 |
+| 41      ||  2118.50 |  1952.42 |   -8%  ||     1.00 |     1.01 |   +1%  |  0.0820 |
+| 42      ||   549.85 |   469.36 |  -15%  ||     1.00 |     1.01 |   +1%  |  0.0562 |
 | 43      ||  1634.02 |  1681.15 |   +3%  ||     1.00 |     1.01 |   +1%  |  0.5139 |
+| 45      ||   832.95 |   779.60 |   -6%  ||     1.00 |     1.01 |   +1%  |  0.3614 |
 | 48      ||  2839.71 |  2805.85 |   -1%  ||     1.00 |     1.01 |   +1%  |  0.7629 |
 | 50      ||  1125.65 |  1108.02 |   -2%  ||     1.00 |     1.01 |   +1%  |  0.7920 |
+| 52      ||   561.00 |   524.74 |   -6%  ||     1.00 |     1.01 |   +1%  |  0.4563 |
-| 55      ||   454.83 |   483.01 |   +6%  ||     1.00 |     1.01 |   +1%  |  0.4560 |
-| 62      ||  1040.44 |  1190.65 |  +14%  ||     1.00 |     1.01 |   +1%  |  0.0056 |
 | 65      ||  4417.71 |  4379.75 |   -1%  ||     1.00 |     1.01 |   +1%  |  0.5899 |
 | 69      ||  1045.11 |  1073.05 |   +3%  ||     1.00 |     1.01 |   +1%  |  0.7097 |
+| 73      ||   591.78 |   479.21 |  -19%  ||     1.00 |     1.01 |   +1%  |  0.0107 |
 | 79      ||  1648.38 |  1643.27 |   -0%  ||     1.00 |     1.01 |   +1%  |  0.9401 |
+| 81      ||   619.10 |   581.88 |   -6%  ||     1.00 |     1.01 |   +1%  |  0.4125 |
-| 82      ||  1013.07 |  1111.85 |  +10%  ||     1.00 |     1.01 |   +1%  |  0.0686 |
+| 83      ||   349.02 |   267.02 |  -23%  ||     1.00 |     1.02 |   +1%  |  0.0362 |
+| 84      ||   131.22 |   100.61 |  -23%  ||     1.00 |     1.01 |   +1%  |  0.1009 |
+| 85      ||   898.51 |   839.10 |   -7%  ||     1.00 |     1.01 |   +1%  |  0.3303 |
-| 88      ||  2663.77 |  2841.32 |   +7%  ||     1.00 |     1.01 |   +1%  |  0.1410 |
+| 91      ||   214.04 |   203.12 |   -5%  ||     1.00 |     1.01 |   +1%  |  0.7269 |
 | 92      ||   287.15 |   275.10 |   -4%  ||     1.00 |     1.01 |   +1%  |  0.7229 |
+| 93      ||  2283.35 |  1731.78 |  -24%  ||     1.00 |     1.01 |   +1%  |  0.0000 |
 | 94      ||   470.70 |   487.49 |   +4%  ||     1.00 |     1.01 |   +1%  |  0.7369 |
 | 95      ||  2204.25 |  2249.94 |   +2%  ||     1.00 |     1.01 |   +1%  |  0.5584 |
-| 96      ||   416.60 |   448.23 |   +8%  ||     1.00 |     1.01 |   +1%  |  0.4059 |
+| 97      ||  4515.32 |  4196.93 |   -7%  ||     1.00 |     1.01 |   +1%  |  0.0017 |
-| 99      ||  1444.88 |  1569.35 |   +9%  ||     1.00 |     1.01 |   +1%  |  0.0468 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 63738.05 | 62928.47 |   -1%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   +1%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - single-threaded

Sum of avg. item runtimes: +14% || Geometric mean of throughput changes: -10%
Configuration Overview - click to expand
 +Configuration Overview---+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_st.json |
 +-------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                               | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                               |
 |  benchmark_mode         | Shuffled                                                                                                     | Shuffled                                                                                                     |
 |  build_type             | release                                                                                                      | release                                                                                                      |
 |  chunk_indexes          | False                                                                                                        | False                                                                                                        |
 |  chunk_size             | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                | 1                                                                                                            | 1                                                                                                            |
 |  compiler               | clang 18.1.3                                                                                                 | clang 18.1.3                                                                                                 |
 |  cores                  | 0                                                                                                            | 0                                                                                                            |
 |  data_preparation_cores | 0                                                                                                            | 0                                                                                                            |
 |  date                   | 2025-06-06 13:48:45                                                                                          | 2025-06-06 09:03:54                                                                                          |
-| ≠encoding               | {'default': {'encoding': 'Dictionary'}}                                                                      | None                                                                                                         |
 |  max_duration           | 60000000000                                                                                                  | 60000000000                                                                                                  |
 |  max_runs               | -1                                                                                                           | -1                                                                                                           |
 |  scale_factor           | 10                                                                                                           | 10                                                                                                           |
 |  time_unit              | ns                                                                                                           | ns                                                                                                           |
 |  using_scheduler        | False                                                                                                        | False                                                                                                        |
 |  verify                 | False                                                                                                        | False                                                                                                        |
 |  warmup_duration        | 0                                                                                                            | 0                                                                                                            |
 +-------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
-| Delivery     ||    25.50 |   29.09 |  +14%  ||     4.85 |     4.72 |   -3%  |  0.0000 |
-| New-Order    ||    12.07 |   13.83 |  +15%  ||    60.41 |    52.92 |  -12%  |  0.0000 |
-| Order-Status ||     1.16 |    1.41 |  +22%  ||     5.46 |     4.75 |  -13%  |  0.0000 |
-| Payment      ||     2.20 |    2.20 |   -0%  ||    58.26 |    50.77 |  -13%  |  0.9547 |
-| Stock-Level  ||     1.93 |    2.18 |  +13%  ||     5.18 |     4.70 |   -9%  |  0.0000 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
-| Sum          ||    42.85 |   48.72 |  +14%  ||          |          |        |         |
-| Geomean      ||          |         |        ||          |          |  -10%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 64 clients, 10 warehouses, 64 cores (high contention)

Sum of avg. item runtimes: -3% || Geometric mean of throughput changes: +3%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_highcont.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_mt_highcont.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                        | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                                        |
 |  benchmark_mode               | Shuffled                                                                                                              | Shuffled                                                                                                              |
 |  build_type                   | release                                                                                                               | release                                                                                                               |
 |  chunk_indexes                | False                                                                                                                 | False                                                                                                                 |
 |  chunk_size                   | 65535                                                                                                                 | 65535                                                                                                                 |
 |  clients                      | 64                                                                                                                    | 64                                                                                                                    |
 |  compiler                     | clang 18.1.3                                                                                                          | clang 18.1.3                                                                                                          |
 |  cores                        | 64                                                                                                                    | 64                                                                                                                    |
 |  data_preparation_cores       | 0                                                                                                                     | 0                                                                                                                     |
 |  date                         | 2025-06-06 13:56:23                                                                                                   | 2025-06-06 09:04:59                                                                                                   |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                               | None                                                                                                                  |
 |  max_duration                 | 600000000000                                                                                                          | 600000000000                                                                                                          |
 |  max_runs                     | -1                                                                                                                    | -1                                                                                                                    |
 |  scale_factor                 | 10                                                                                                                    | 10                                                                                                                    |
 |  time_unit                    | ns                                                                                                                    | ns                                                                                                                    |
 |  using_scheduler              | True                                                                                                                  | True                                                                                                                  |
 |  utilized_cores_per_numa_node | [64]                                                                                                                  | [64]                                                                                                                  |
 |  verify                       | False                                                                                                                 | False                                                                                                                 |
 |  warmup_duration              | 0                                                                                                                     | 0                                                                                                                     |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Delivery     ||   181.26 |  175.46 |   -3%  ||    33.75 |    34.61 |   +3%  |  0.0000 |
 |    unsucc.:  ||     3.31 |    3.47 |   +5%  ||    50.88 |    51.99 |   +2%  |         |
 | New-Order    ||    93.42 |   91.59 |   -2%  ||   471.42 |   485.58 |   +3%  |  0.0000 |
 |    unsucc.:  ||     8.90 |    8.11 |   -9%  ||   476.66 |   489.69 |   +3%  |         |
 | Order-Status ||     9.53 |    9.38 |   -2%  ||    85.20 |    85.98 |   +1%  |  0.2053 |
+| Payment      ||    15.67 |   14.68 |   -6%  ||   239.31 |   249.01 |   +4%  |  0.0000 |
 |    unsucc.:  ||     5.48 |    5.26 |   -4%  ||   665.74 |   681.99 |   +2%  |         |
 | Stock-Level  ||    13.87 |   13.65 |   -2%  ||    83.49 |    86.48 |   +4%  |  0.1971 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||   313.75 |  304.76 |   -3%  ||          |          |        |         |
 | Geomean      ||          |         |        ||          |          |   +3%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 10 clients, 10 warehouses, 64 cores (low contention)

Sum of avg. item runtimes: +3% || Geometric mean of throughput changes: -4%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_lowcont.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_mt_lowcont.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                       | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                                       |
 |  benchmark_mode               | Shuffled                                                                                                             | Shuffled                                                                                                             |
 |  build_type                   | release                                                                                                              | release                                                                                                              |
 |  chunk_indexes                | False                                                                                                                | False                                                                                                                |
 |  chunk_size                   | 65535                                                                                                                | 65535                                                                                                                |
 |  clients                      | 10                                                                                                                   | 10                                                                                                                   |
 |  compiler                     | clang 18.1.3                                                                                                         | clang 18.1.3                                                                                                         |
 |  cores                        | 64                                                                                                                   | 64                                                                                                                   |
 |  data_preparation_cores       | 0                                                                                                                    | 0                                                                                                                    |
 |  date                         | 2025-06-06 14:06:35                                                                                                  | 2025-06-06 09:15:10                                                                                                  |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                              | None                                                                                                                 |
 |  max_duration                 | 600000000000                                                                                                         | 600000000000                                                                                                         |
 |  max_runs                     | -1                                                                                                                   | -1                                                                                                                   |
 |  scale_factor                 | 10                                                                                                                   | 10                                                                                                                   |
 |  time_unit                    | ns                                                                                                                   | ns                                                                                                                   |
 |  using_scheduler              | True                                                                                                                 | True                                                                                                                 |
 |  utilized_cores_per_numa_node | [64]                                                                                                                 | [64]                                                                                                                 |
 |  verify                       | False                                                                                                                | False                                                                                                                |
 |  warmup_duration              | 0                                                                                                                    | 0                                                                                                                    |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Delivery     ||    75.34 |   77.46 |   +3%  ||    16.40 |    16.04 |   -2%  |  0.0000 |
 |    unsucc.:  ||     0.85 |    0.98 |  +16%  ||     2.12 |     1.95 |   -8%  |         |
-| New-Order    ||    37.40 |   39.40 |   +5%  ||   190.10 |   182.54 |   -4%  |  0.0000 |
 |    unsucc.:  ||     3.55 |    3.57 |   +1%  ||    18.28 |    17.52 |   -4%  |         |
 | Order-Status ||     4.29 |    4.42 |   +3%  ||    18.60 |    17.79 |   -4%  |  0.0000 |
 | Payment      ||     8.11 |    7.88 |   -3%  ||   162.49 |   157.66 |   -3%  |  0.0000 |
 |    unsucc.:  ||     2.04 |    2.04 |   +0%  ||    36.34 |    34.28 |   -6%  |         |
 | Stock-Level  ||     5.56 |    5.52 |   -1%  ||    18.45 |    17.68 |   -4%  |  0.0008 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||   130.70 |  134.68 |   +3%  ||          |          |        |         |
 | Geomean      ||          |         |        ||          |          |   -4%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - single-threaded

Sum of avg. item runtimes: -4% || Geometric mean of throughput changes: -2%
Configuration Overview - click to expand
 +Configuration Overview---+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_st.json |
 +-------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                    | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                                    |
 |  benchmark_mode         | Ordered                                                                                                           | Ordered                                                                                                           |
 |  build_type             | release                                                                                                           | release                                                                                                           |
 |  chunk_indexes          | False                                                                                                             | False                                                                                                             |
 |  chunk_size             | 65535                                                                                                             | 65535                                                                                                             |
 |  clients                | 1                                                                                                                 | 1                                                                                                                 |
 |  compiler               | clang 18.1.3                                                                                                      | clang 18.1.3                                                                                                      |
 |  cores                  | 0                                                                                                                 | 0                                                                                                                 |
 |  data_preparation_cores | 0                                                                                                                 | 0                                                                                                                 |
 |  date                   | 2025-06-06 14:16:42                                                                                               | 2025-06-06 09:25:17                                                                                               |
-| ≠encoding               | {'default': {'encoding': 'Dictionary'}}                                                                           | None                                                                                                              |
 |  max_duration           | 60000000000                                                                                                       | 60000000000                                                                                                       |
 |  max_runs               | 50                                                                                                                | 50                                                                                                                |
 |  time_unit              | ns                                                                                                                | ns                                                                                                                |
 |  using_scheduler        | False                                                                                                             | False                                                                                                             |
 |  verify                 | False                                                                                                             | False                                                                                                             |
 |  warmup_duration        | 1000000000                                                                                                        | 1000000000                                                                                                        |
 +-------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new
10000
 |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 10a     ||   156.28 |   124.54 |  -20%˄ ||     6.40 |     8.03 |  +25%˄ | (run time too short) |
+| 10b     ||    94.97 |    73.98 |  -22%˄ ||    10.53 |    13.52 |  +28%˄ | (run time too short) |
+| 10c     ||   359.64 |   313.41 |  -13%˄ ||     2.78 |     3.19 |  +15%˄ | (run time too short) |
-| 11a     ||    29.57 |    37.91 |  +28%˄ ||    33.81 |    26.37 |  -22%˄ | (run time too short) |
-| 11b     ||    25.70 |    32.45 |  +26%˄ ||    38.90 |    30.82 |  -21%˄ | (run time too short) |
-| 11c     ||    24.61 |    26.50 |   +8%˄ ||    40.64 |    37.73 |   -7%˄ | (run time too short) |
-| 11d     ||    23.54 |    26.02 |  +11%˄ ||    42.48 |    38.43 |  -10%˄ | (run time too short) |
-| 12a     ||    31.96 |    47.96 |  +50%˄ ||    31.28 |    20.85 |  -33%˄ | (run time too short) |
-| 12b     ||    27.71 |    37.72 |  +36%˄ ||    36.09 |    26.51 |  -27%˄ | (run time too short) |
-| 12c     ||    74.30 |    80.48 |   +8%˄ ||    13.46 |    12.42 |   -8%˄ | (run time too short) |
 | 13a     ||   182.97 |   185.42 |   +1%˄ ||     5.47 |     5.39 |   -1%˄ | (run time too short) |
 | 13b     ||   236.04 |   244.55 |   +4%˄ ||     4.24 |     4.09 |   -3%˄ | (run time too short) |
-| 13c     ||    32.07 |    42.58 |  +33%˄ ||    31.18 |    23.48 |  -25%˄ | (run time too short) |
-| 13d     ||   532.31 |   560.54 |   +5%˄ ||     1.88 |     1.78 |   -5%˄ | (run time too short) |
 | 14a     ||   103.47 |   106.24 |   +3%˄ ||     9.66 |     9.41 |   -3%˄ | (run time too short) |
-| 14b     ||   110.68 |   117.26 |   +6%˄ ||     9.03 |     8.53 |   -6%˄ | (run time too short) |
 | 14c     ||   184.29 |   187.21 |   +2%˄ ||     5.43 |     5.34 |   -2%˄ | (run time too short) |
+| 15a     ||    76.45 |    59.02 |  -23%˄ ||    13.08 |    16.94 |  +30%˄ | (run time too short) |
+| 15b     ||    80.24 |    74.86 |   -7%˄ ||    12.46 |    13.36 |   +7%˄ | (run time too short) |
+| 15c     ||    52.04 |    47.43 |   -9%˄ ||    19.21 |    21.08 |  +10%˄ | (run time too short) |
+| 15d     ||    49.36 |    45.00 |   -9%˄ ||    20.26 |    22.22 |  +10%˄ | (run time too short) |
+| 16a     ||  1445.42 |  1272.58 |  -12%  ||     0.68 |     0.78 |  +15%  |               0.0000 |
+| 16b     ||  2709.47 |  2565.05 |   -5%  ||     0.37 |     0.38 |   +5%  | (run time too short) |
+| 16c     ||  1621.40 |  1436.21 |  -11%  ||     0.62 |     0.68 |  +11%  | (run time too short) |
+| 16d     ||  1575.46 |  1402.11 |  -11%  ||     0.63 |     0.70 |  +11%  | (run time too short) |
+| 17a     ||   462.60 |   392.79 |  -15%˄ ||     2.16 |     2.55 |  +18%˄ | (run time too short) |
+| 17b     ||   366.49 |   306.84 |  -16%˄ ||     2.73 |     3.26 |  +19%˄ | (run time too short) |
+| 17c     ||   345.77 |   289.33 |  -16%˄ ||     2.89 |     3.46 |  +20%˄ | (run time too short) |
+| 17d     ||   428.13 |   373.71 |  -13%˄ ||     2.34 |     2.68 |  +15%˄ | (run time too short) |
+| 17e     ||  1674.18 |  1519.75 |   -9%  ||     0.58 |     0.65 |  +11%  | (run time too short) |
+| 17f     ||   946.83 |   880.67 |   -7%˄ ||     1.06 |     1.14 |   +8%˄ | (run time too short) |
-| 18a     ||   143.70 |   157.74 |  +10%˄ ||     6.96 |     6.34 |   -9%˄ | (run time too short) |
 | 18b     ||   107.32 |   111.28 |   +4%˄ ||     9.32 |     8.99 |   -4%˄ | (run time too short) |
+| 18c     ||   199.17 |   187.45 |   -6%˄ ||     5.02 |     5.33 |   +6%˄ | (run time too short) |
-| 19a     ||   221.40 |   234.74 |   +6%˄ ||     4.52 |     4.26 |   -6%˄ | (run time too short) |
-| 19b     ||   192.93 |   202.52 |   +5%˄ ||     5.18 |     4.94 |   -5%˄ | (run time too short) |
 | 19c     ||   266.70 |   263.69 |   -1%˄ ||     3.75 |     3.79 |   +1%˄ | (run time too short) |
 | 19d     ||   749.25 |   761.09 |   +2%˄ ||     1.33 |     1.31 |   -2%˄ | (run time too short) |
-| 1a      ||    10.27 |    11.53 |  +12%˄ ||    97.39 |    86.73 |  -11%˄ | (run time too short) |
-| 1b      ||    16.44 |    29.62 |  +80%˄ ||    60.81 |    33.75 |  -44%˄ | (run time too short) |
 | 1c      ||    21.63 |    21.55 |   -0%˄ ||    46.22 |    46.40 |   +0%˄ | (run time too short) |
-| 1d      ||     9.47 |    11.11 |  +17%˄ ||   105.55 |    89.97 |  -15%˄ | (run time too short) |
-| 20a     ||   554.43 |   672.77 |  +21%˄ ||     1.80 |     1.49 |  -18%˄ | (run time too short) |
-| 20b     ||   602.99 |   720.45 |  +19%˄ ||     1.66 |     1.39 |  -16%˄ | (run time too short) |
+| 20c     ||   435.79 |   399.12 |   -8%˄ ||     2.29 |     2.51 |   +9%˄ | (run time too short) |
-| 21a     ||    44.65 |    51.79 |  +16%˄ ||    22.39 |    19.31 |  -14%˄ | (run time too short) |
-| 21b     ||    34.60 |    44.87 |  +30%˄ ||    28.90 |    22.28 |  -23%˄ | (run time too short) |
 | 21c     ||    40.86 |    41.32 |   +1%˄ ||    24.47 |    24.20 |   -1%˄ | (run time too short) |
 | 22a     ||   184.53 |   179.35 |   -3%˄ ||     5.42 |     5.58 |   +3%˄ | (run time too short) |
 | 22b     ||   167.60 |   162.44 |   -3%˄ ||     5.97 |     6.16 |   +3%˄ | (run time too short) |
+| 22c     ||   250.95 |   239.56 |   -5%˄ ||     3.98 |     4.17 |   +5%˄ | (run time too short) |
 | 22d     ||   366.64 |   360.80 |   -2%˄ ||     2.73 |     2.77 |   +2%˄ | (run time too short) |
+| 23a     ||    55.36 |    50.70 |   -8%˄ ||    18.06 |    19.72 |   +9%˄ | (run time too short) |
 | 23b     ||    60.46 |    58.56 |   -3%˄ ||    16.54 |    17.08 |   +3%˄ | (run time too short) |
+| 23c     ||    58.79 |    53.47 |   -9%˄ ||    17.01 |    18.70 |  +10%˄ | (run time too short) |
-| 24a     ||   219.28 |   230.09 |   +5%˄ ||     4.56 |     4.35 |   -5%˄ | (run time too short) |
-| 24b     ||   203.05 |   215.75 |   +6%˄ ||     4.92 |     4.63 |   -6%˄ | (run time too short) |
 | 25a     ||   104.68 |   101.52 |   -3%˄ ||     9.55 |     9.85 |   +3%˄ | (run time too short) |
 | 25b     ||    64.12 |    66.69 |   +4%˄ ||    15.59 |    14.99 |   -4%˄ | (run time too short) |
 | 25c     ||   241.92 |   231.93 |   -4%˄ ||     4.13 |     4.31 |   +4%˄ | (run time too short) |
+| 26a     ||   170.91 |   141.38 |  -17%˄ ||     5.85 |     7.07 |  +21%˄ | (run time too short) |
+| 26b     ||   142.08 |   123.03 |  -13%˄ ||     7.04 |     8.13 |  +15%˄ | (run time too short) |
+| 26c     ||   320.37 |   252.46 |  -21%˄ ||     3.12 |     3.96 |  +27%˄ | (run time too short) |
-| 27a     ||    37.56 |    46.63 |  +24%˄ ||    26.62 |    21.44 |  -19%˄ | (run time too short) |
-| 27b     ||    26.49 |    33.14 |  +25%˄ ||    37.75 |    30.17 |  -20%˄ | (run time too short) |
 | 27c     ||    40.93 |    41.63 |   +2%˄ ||    24.43 |    24.02 |   -2%˄ | (run time too short) |
+| 28a     ||   212.25 |   203.08 |   -4%˄ ||     4.71 |     4.92 |   +5%˄ | (run time too short) |
 | 28b     ||    80.16 |    81.20 |   +1%˄ ||    12.47 |    12.31 |   -1%˄ | (run time too short) |
 | 28c     ||   186.96 |   180.48 |   -3%˄ ||     5.35 |     5.54 |   +4%˄ | (run time too short) |
-| 29a     ||   178.86 |   192.52 |   +8%˄ ||     5.59 |     5.19 |   -7%˄ | (run time too short) |
 | 29b     ||   930.66 |   939.12 |   +1%˄ ||     1.07 |     1.06 |   -1%˄ | (run time too short) |
-| 29c     ||   222.11 |   239.76 |   +8%˄ ||     4.50 |     4.17 |   -7%˄ | (run time too short) |
 | 2a      ||    29.20 |    30.11 |   +3%˄ ||    34.24 |    33.21 |   -3%˄ | (run time too short) |
-| 2b      ||    26.55 |    27.94 |   +5%˄ ||    37.66 |    35.78 |   -5%˄ | (run time too short) |
-| 2c      ||    21.95 |    24.18 |  +10%˄ ||    45.56 |    41.35 |   -9%˄ | (run time too short) |
 | 2d      ||    57.77 |    56.78 |   -2%˄ ||    17.31 |    17.61 |   +2%˄ | (run time too short) |
 | 30a     ||    90.03 |    90.25 |   +0%˄ ||    11.11 |    11.08 |   -0%˄ | (run time too short) |
 | 30b     ||    92.51 |    95.98 |   +4%˄ ||    10.81 |    10.42 |   -4%˄ | (run time too short) |
 | 30c     ||   159.61 |   154.55 |   -3%˄ ||     6.27 |     6.47 |   +3%˄ | (run time too short) |
 | 31a     ||    79.45 |    80.67 |   +2%˄ ||    12.59 |    12.40 |   -2%˄ | (run time too short) |
 | 31b     ||    84.05 |    80.89 |   -4%˄ ||    11.90 |    12.36 |   +4%˄ | (run time too short) |
 | 31c     ||    90.35 |    91.00 |   +1%˄ ||    11.07 |    10.99 |   -1%˄ | (run time too short) |
 | 32a     ||    14.96 |    15.34 |   +3%˄ ||    66.85 |    65.18 |   -3%˄ | (run time too short) |
+| 32b     ||    36.31 |    34.13 |   -6%˄ ||    27.54 |    29.30 |   +6%˄ | (run time too short) |
-| 33a     ||    34.06 |    51.89 |  +52%˄ ||    29.36 |    19.27 |  -34%˄ | (run time too short) |
-| 33b     ||    22.84 |    30.04 |  +32%˄ ||    43.78 |    33.29 |  -24%˄ | (run time too short) |
-| 33c     ||    45.43 |    56.41 |  +24%˄ ||    22.01 |    17.73 |  -19%˄ | (run time too short) |
 | 3a      ||    71.03 |    71.43 |   +1%˄ ||    14.08 |    14.00 |   -1%˄ | (run time too short) |
-| 3b      ||    19.87 |    24.45 |  +23%˄ ||    50.32 |    40.89 |  -19%˄ | (run time too short) |
+| 3c      ||   223.76 |   211.01 |   -6%˄ ||     4.47 |     4.74 |   +6%˄ | (run time too short) |
 | 4a      ||   150.45 |   150.41 |   -0%˄ ||     6.65 |     6.65 |   +0%˄ | (run time too short) |
-| 4b      ||    18.45 |    23.29 |  +26%˄ ||    54.18 |    42.93 |  -21%˄ | (run time too short) |
 | 4c      ||   191.03 |   187.53 |   -2%˄ ||     5.23 |     5.33 |   +2%˄ | (run time too short) |
+| 5a      ||    64.67 |    57.54 |  -11%˄ ||    15.46 |    17.38 |  +12%˄ | (run time too short) |
+| 5b      ||    61.21 |    57.55 |   -6%˄ ||    16.34 |    17.38 |   +6%˄ | (run time too short) |
+| 5c      ||    99.55 |    90.48 |   -9%˄ ||    10.04 |    11.05 |  +10%˄ | (run time too short) |
+| 6a      ||   167.34 |   148.68 |  -11%˄ ||     5.98 |     6.73 |  +13%˄ | (run time too short) |
+| 6b      ||   178.05 |   161.51 |   -9%˄ ||     5.62 |     6.19 |  +10%˄ | (run time too short) |
+| 6c      ||   157.83 |   138.78 |  -12%˄ ||     6.34 |     7.21 |  +14%˄ | (run time too short) |
+| 6d      ||   389.69 |   351.65 |  -10%˄ ||     2.57 |     2.84 |  +11%˄ | (run time too short) |
+| 6e      ||   164.69 |   142.61 |  -13%˄ ||     6.07 |     7.01 |  +15%˄ | (run time too short) |
+| 6f      ||   721.47 |   673.97 |   -7%˄ ||     1.39 |     1.48 |   +7%˄ | (run time too short) |
-| 7a      ||    92.60 |   123.91 |  +34%˄ ||    10.80 |     8.07 |  -25%˄ | (run time too short) |
-| 7b      ||    86.43 |   118.64 |  +37%˄ ||    11.57 |     8.43 |  -27%˄ | (run time too short) |
 | 7c      ||   576.79 |   567.65 |   -2%˄ ||     1.73 |     1.76 |   +2%˄ | (run time too short) |
 | 8a      ||   202.35 |   197.23 |   -3%˄ ||     4.94 |     5.07 |   +3%˄ | (run time too short) |
-| 8b      ||   188.95 |   201.27 |   +7%˄ ||     5.29 |     4.97 |   -6%˄ | (run time too short) |
 | 8c      ||  1863.54 |  1826.42 |   -2%  ||     0.53 |     0.53 |   +0%  | (run time too short) |
 | 8d      ||   488.32 |   489.19 |   +0%˄ ||     2.05 |     2.04 |   -0%˄ | (run time too short) |
+| 9a      ||   257.35 |   244.08 |   -5%˄ ||     3.89 |     4.10 |   +5%˄ | (run time too short) |
+| 9b      ||   165.70 |   157.26 |   -5%˄ ||     6.03 |     6.36 |   +5%˄ | (run time too short) |
+| 9c      ||   311.21 |   289.86 |   -7%˄ ||     3.21 |     3.45 |   +7%˄ | (run time too short) |
 | 9d      ||   457.28 |   447.00 |   -2%˄ ||     2.19 |     2.24 |   +2%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 30496.95 | 29331.61 |   -4%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   -2%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: -2% || Geometric mean of throughput changes: -1%
Configuration Overview - click to expand
 +Configuration Overview---------+---------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_ordered.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_mt_ordered.json |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                            | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                                            |
 |  benchmark_mode               | Ordered                                                                                                                   | Ordered                                                                                                                   |
 |  build_type                   | release                                                                                                                   | release                                                                                                                   |
 |  chunk_indexes                | False                                                                                                                     | False                                                                                                                     |
 |  chunk_size                   | 65535                                                                                                                     | 65535                                                                                                                     |
 |  clients                      | 1                                                                                                                         | 1                                                                                                                         |
 |  compiler                     | clang 18.1.3                                                                                                              | clang 18.1.3                                                                                                              |
 |  cores                        | 64                                                                                                                        | 64                                                                                                                        |
 |  data_preparation_cores       | 0                                                                                                                         | 0                                                                                                                         |
 |  date                         | 2025-06-06 14:41:54                                                                                                       | 2025-06-06 09:51:11                                                                                                       |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                   | None                                                                                                                      |
 |  max_duration                 | 60000000000                                                                                                               | 60000000000                                                                                                               |
 |  max_runs                     | 50                                                                                                                        | 50                                                                                                                        |
 |  time_unit                    | ns                                                                                                                        | ns                                                                                                                        |
 |  using_scheduler              | True                                                                                                                      | True                                                                                                                      |
 |  utilized_cores_per_numa_node | [64]                                                                                                                      | [64]                                                                                                                      |
 |  verify                       | False                                                                                                                     | False                                                                                                                     |
 |  warmup_duration              | 1000000000                                                                                                                | 1000000000                                                                                                                |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | 10a     ||    39.83 |    41.24 |   +4%˄ ||    25.08 |    24.23 |   -3%˄ | (run time too short) |
-| 10b     ||    18.33 |    20.44 |  +12%˄ ||    54.46 |    48.82 |  -10%˄ | (run time too short) |
+| 10c     ||   120.65 |   107.14 |  -11%˄ ||     8.29 |     9.33 |  +13%˄ | (run time too short) |
 | 11a     ||    10.54 |    10.74 |   +2%˄ ||    94.59 |    92.83 |   -2%˄ | (run time too short) |
 | 11b     ||     8.37 |     8.60 |   +3%˄ ||   119.00 |   115.79 |   -3%˄ | (run time too short) |
 | 11c     ||    23.23 |    24.20 |   +4%˄ ||    42.98 |    41.25 |   -4%˄ | (run time too short) |
 | 11d     ||    27.18 |    26.83 |   -1%˄ ||    36.74 |    37.22 |   +1%˄ | (run time too short) |
+| 12a     ||    21.55 |    20.61 |   -4%˄ ||    46.32 |    48.43 |   +5%˄ | (run time too short) |
 | 12b     ||    12.03 |    12.52 |   +4%˄ ||    82.86 |    79.62 |   -4%˄ | (run time too short) |
 | 12c     ||    51.14 |    49.72 |   -3%˄ ||    19.54 |    20.10 |   +3%˄ | (run time too short) |
+| 13a     ||   134.71 |   128.40 |   -5%˄ ||     7.42 |     7.79 |   +5%˄ | (run time too short) |
 | 13b     ||    96.71 |    93.85 |   -3%˄ ||    10.34 |    10.65 |   +3%˄ | (run time too short) |
 | 13c     ||    15.59 |    16.23 |   +4%˄ ||    63.99 |    61.47 |   -4%˄ | (run time too short) |
 | 13d     ||   372.34 |   378.61 |   +2%˄ ||     2.69 |     2.64 |   -2%˄ | (run time too short) |
 | 14a     ||    57.08 |    55.93 |   -2%˄ ||    17.51 |    17.87 |   +2%˄ | (run time too short) |
 | 14b     ||    72.00 |    71.75 |   -0%˄ ||    13.88 |    13.93 |   +0%˄ | (run time too short) |
 | 14c     ||   118.28 |   115.09 |   -3%˄ ||     8.45 |     8.69 |   +3%˄ | (run time too short) |
 | 15a     ||    30.30 |    29.71 |   -2%˄ ||    32.97 |    33.61 |   +2%˄ | (run time too short) |
 | 15b     ||    24.94 |    25.25 |   +1%˄ ||    40.03 |    39.54 |   -1%˄ | (run time too short) |
 | 15c     ||    23.12 |    22.89 |   -1%˄ ||    43.18 |    43.61 |   +1%˄ | (run time too short) |
 | 15d     ||    28.99 |    29.56 |   +2%˄ ||    34.45 |    33.79 |   -2%˄ | (run time too short) |
+| 16a     ||   846.11 |   755.21 |  -11%˄ ||     1.18 |     1.32 |  +12%˄ | (run time too short) |
 | 16b     ||  2054.41 |  2034.99 |   -1%  ||     0.48 |     0.48 |   +0%  |               0.0369 |
+| 16c     ||  1005.65 |   928.19 |   -8%˄ ||     0.99 |     1.08 |   +8%˄ | (run time too short) |
+| 16d     ||   967.56 |   891.28 |   -8%˄ ||     1.03 |     1.12 |   +9%˄ | (run time too short) |
 | 17a     ||   187.95 |   183.66 |   -2%˄ ||     5.32 |     5.44 |   +2%˄ | (run time too short) |
 | 17b     ||   155.80 |   154.66 |   -1%˄ ||     6.42 |     6.46 |   +1%˄ | (run time too short) |
 | 17c     ||   128.35 |   128.57 |   +0%˄ ||     7.79 |     7.78 |   -0%˄ | (run time too short) |
 | 17d     ||   126.57 |   123.90 |   -2%˄ ||     7.90 |     8.07 |   +2%˄ | (run time too short) |
 | 17e     ||   846.50 |   819.64 |   -3%˄ ||     1.18 |     1.22 |   +3%˄ | (run time too short) |
 | 17f     ||   322.94 |   319.84 |   -1%˄ ||     3.10 |     3.13 |   +1%˄ | (run time too short) |
-| 18a     ||    52.67 |    55.26 |   +5%˄ ||    18.97 |    18.08 |   -5%˄ | (run time too short) |
 | 18b     ||    50.23 |    48.94 |   -3%˄ ||    19.89 |    20.42 |   +3%˄ | (run time too short) |
 | 18c     ||    99.03 |    98.18 |   -1%˄ ||    10.09 |    10.18 |   +1%˄ | (run time too short) |
 | 19a     ||   100.42 |    97.48 |   -3%˄ ||     9.95 |    10.25 |   +3%˄ | (run time too short) |
 | 19b     ||    62.93 |    61.16 |   -3%˄ ||    15.88 |    16.34 |   +3%˄ | (run time too short) |
 | 19c     ||   113.80 |   112.52 |   -1%˄ ||     8.78 |     8.88 |   +1%˄ | (run time too short) |
 | 19d     ||   520.87 |   536.46 |   +3%˄ ||     1.92 |     1.86 |   -3%˄ | (run time too short) |
 | 1a      ||     6.36 |     6.44 |   +1%˄ ||   156.53 |   154.60 |   -1%˄ | (run time too short) |
-| 1b      ||     4.48 |     7.51 |  +67%˄ ||   221.24 |   132.55 |  -40%˄ | (run time too short) |
-| 1c      ||     4.00 |     5.00 |  +25%˄ ||   247.71 |   198.45 |  -20%˄ | (run time too short) |
 | 1d      ||     5.02 |     5.17 |   +3%˄ ||   198.07 |   192.16 |   -3%˄ | (run time too short) |
-| 20a     ||    83.48 |   108.69 |  +30%˄ ||    11.97 |     9.20 |  -23%˄ | (run time too short) |
-| 20b     ||    72.40 |   103.21 |  +43%˄ ||    13.81 |     9.69 |  -30%˄ | (run time too short) |
 | 20c     ||    79.82 |    81.16 |   +2%˄ ||    12.52 |    12.32 |   -2%˄ | (run time too short) |
 | 21a     ||    16.66 |    16.59 |   -0%˄ ||    59.89 |    60.16 |   +0%˄ | (run time too short) |
 | 21b     ||    15.15 |    15.00 |   -1%˄ ||    65.86 |    66.52 |   +1%˄ | (run time too short) |
 | 21c     ||    18.69 |    18.36 |   -2%˄ ||    53.39 |    54.37 |   +2%˄ | (run time too short) |
 | 22a     ||    73.07 |    71.18 |   -3%˄ ||    13.68 |    14.04 |   +3%˄ | (run time too short) |
+| 22b     ||    54.81 |    51.48 |   -6%˄ ||    18.23 |    19.41 |   +6%˄ | (run time too short) |
+| 22c     ||   123.41 |   117.97 |   -4%˄ ||     8.10 |     8.47 |   +5%˄ | (run time too short) |
+| 22d     ||   223.78 |   212.32 |   -5%˄ ||     4.47 |     4.71 |   +5%˄ | (run time too short) |
 | 23a     ||    16.50 |    16.09 |   -2%˄ ||    60.47 |    62.01 |   +3%˄ | (run time too short) |
-| 23b     ||    27.03 |    29.66 |  +10%˄ ||    36.94 |    33.67 |   -9%˄ | (run time too short) |
 | 23c     ||    18.76 |    18.40 |   -2%˄ ||    53.19 |    54.24 |   +2%˄ | (run time too short) |
 | 24a     ||    60.07 |    59.91 |   -0%˄ ||    16.63 |    16.68 |   +0%˄ | (run time too short) |
 | 24b     ||    60.36 |    62.96 |   +4%˄ ||    16.55 |    15.87 |   -4%˄ | (run time too short) |
 | 25a     ||    57.48 |    56.94 |   -1%˄ ||    17.38 |    17.55 |   +1%˄ | (run time too short) |
-| 25b     ||    32.64 |    36.25 |  +11%˄ ||    30.60 |    27.56 |  -10%˄ | (run time too short) |
 | 25c     ||   157.31 |   153.21 |   -3%˄ ||     6.36 |     6.53 |   +3%˄ | (run time too short) |
 | 26a     ||    86.84 |    84.38 |   -3%˄ ||    11.51 |    11.84 |   +3%˄ | (run time too short) |
+| 26b     ||    64.08 |    60.40 |   -6%˄ ||    15.59 |    16.54 |   +6%˄ | (run time too short) |
+| 26c     ||   131.43 |   122.74 |   -7%˄ ||     7.61 |     8.14 |   +7%˄ | (run time too short) |
 | 27a     ||    19.60 |    19.38 |   -1%˄ ||    50.93 |    51.51 |   +1%˄ | (run time too short) |
 | 27b     ||    18.21 |    18.12 |   -0%˄ ||    54.80 |    55.07 |   +0%˄ | (run time too short) |
 | 27c     ||    18.26 |    18.06 |   -1%˄ ||    54.65 |    55.26 |   +1%˄ | (run time too short) |
 | 28a     ||   126.69 |   124.22 |   -2%˄ ||     7.89 |     8.05 |   +2%˄ | (run time too short) |
 | 28b     ||    27.56 |    27.12 |   -2%˄ ||    36.24 |    36.82 |   +2%˄ | (run time too short) |
 | 28c     ||   105.64 |   102.25 |   -3%˄ ||     9.46 |     9.78 |   +3%˄ | (run time too short) |
 | 29a     ||    52.78 |    53.23 |   +1%˄ ||    18.93 |    18.77 |   -1%˄ | (run time too short) |
-| 29b     ||   133.17 |   156.86 |  +18%˄ ||     7.51 |     6.37 |  -15%˄ | (run time too short) |
 | 29c     ||    65.92 |    66.58 |   +1%˄ ||    15.16 |    15.01 |   -1%˄ | (run time too short) |
 | 2a      ||    22.42 |    22.85 |   +2%˄ ||    44.53 |    43.70 |   -2%˄ | (run time too short) |
 | 2b      ||    19.70 |    20.20 |   +3%˄ ||    50.67 |    49.43 |   -2%˄ | (run time too short) |
 | 2c      ||    13.85 |    14.36 |   +4%˄ ||    72.06 |    69.47 |   -4%˄ | (run time too short) |
+| 2d      ||    52.65 |    49.73 |   -6%˄ ||    18.98 |    20.10 |   +6%˄ | (run time too short) |
 | 30a     ||    48.40 |    47.23 |   -2%˄ ||    20.64 |    21.15 |   +2%˄ | (run time too short) |
 | 30b     ||    37.02 |    37.85 |   +2%˄ ||    26.98 |    26.39 |   -2%˄ | (run time too short) |
 | 30c     ||   115.23 |   113.16 |   -2%˄ ||     8.67 |     8.83 |   +2%˄ | (run time too short) |
-| 31a     ||    38.97 |    41.99 |   +8%˄ ||    25.63 |    23.79 |   -7%˄ | (run time too short) |
-| 31b     ||    34.28 |    37.77 |  +10%˄ ||    29.14 |    26.45 |   -9%˄ | (run time too short) |
-| 31c     ||    43.18 |    45.71 |   +6%˄ ||    23.14 |    21.86 |   -6%˄ | (run time too short) |
-| 32a     ||     6.39 |     6.68 |   +5%˄ ||   155.84 |   148.92 |   -4%˄ | (run time too short) |
 | 32b     ||    28.36 |    28.91 |   +2%˄ ||    35.22 |    34.55 |   -2%˄ | (run time too short) |
-| 33a     ||    10.56 |    14.08 |  +33%˄ ||    94.40 |    70.83 |  -25%˄ | (run time too short) |
-| 33b     ||     8.44 |     9.78 |  +16%˄ ||   117.95 |   101.84 |  -14%˄ | (run time too short) |
-| 33c     ||    18.82 |    20.74 |  +10%˄ ||    53.03 |    48.14 |   -9%˄ | (run time too short) |
+| 3a      ||    38.67 |    32.44 |  -16%˄ ||    25.83 |    30.79 |  +19%˄ | (run time too short) |
 | 3b      ||     6.60 |     6.43 |   -3%˄ ||   150.76 |   154.73 |   +3%˄ | (run time too short) |
 | 3c      ||    71.85 |    72.46 |   +1%˄ ||    13.91 |    13.79 |   -1%˄ | (run time too short) |
+| 4a      ||    69.52 |    65.49 |   -6%˄ ||    14.38 |    15.26 |   +6%˄ | (run time too short) |
-| 4b      ||     5.19 |     5.60 |   +8%˄ ||   191.35 |   177.52 |   -7%˄ | (run time too short) |
 | 4c      ||    86.15 |    83.63 |   -3%˄ ||    11.60 |    11.95 |   +3%˄ | (run time too short) |
 | 5a      ||    24.54 |    24.73 |   +1%˄ ||    40.69 |    40.38 |   -1%˄ | (run time too short) |
 | 5b      ||    20.66 |    20.27 |   -2%˄ ||    48.32 |    49.26 |   +2%˄ | (run time too short) |
+| 5c      ||    48.59 |    44.70 |   -8%˄ ||    20.56 |    22.35 |   +9%˄ | (run time too short) |
+| 6a      ||    29.21 |    24.38 |  -17%˄ ||    34.19 |    40.96 |  +20%˄ | (run time too short) |
 | 6b      ||    50.78 |    48.72 |   -4%˄ ||    19.68 |    20.51 |   +4%˄ | (run time too short) |
+| 6c      ||    26.47 |    23.12 |  -13%˄ ||    37.72 |    43.18 |  +14%˄ | (run time too short) |
 | 6d      ||   129.28 |   129.14 |   -0%˄ ||     7.73 |     7.74 |   +0%˄ | (run time too short) |
+| 6e      ||    28.77 |    24.18 |  -16%˄ ||    34.72 |    41.29 |  +19%˄ | (run time too short) |
 | 6f      ||   479.70 |   488.38 |   +2%˄ ||     2.08 |     2.05 |   -2%˄ | (run time too short) |
 | 7a      ||    27.26 |    27.88 |   +2%˄ ||    36.63 |    35.82 |   -2%˄ | (run time too short) |
 | 7b      ||    25.77 |    26.55 |   +3%˄ ||    38.76 |    37.60 |   -3%˄ | (run time too short) |
 | 7c      ||   257.05 |   263.28 |   +2%˄ ||     3.89 |     3.80 |   -2%˄ | (run time too short) |
-| 8a      ||    41.73 |    46.67 |  +12%˄ ||    23.94 |    21.41 |  -11%˄ | (run time too short) |
-| 8b      ||    40.17 |    45.63 |  +14%˄ ||    24.87 |    21.90 |  -12%˄ | (run time too short) |
 | 8c      ||  1133.53 |  1133.94 |   +0%˄ ||     0.88 |     0.88 |   -0%˄ | (run time too short) |
 | 8d      ||   278.75 |   278.97 |   +0%˄ ||     3.59 |     3.58 |   -0%˄ | (run time too short) |
+| 9a      ||   132.07 |   126.28 |   -4%˄ ||     7.57 |     7.92 |   +5%˄ | (run time too short) |
+| 9b      ||    74.63 |    71.34 |   -4%˄ ||    13.39 |    14.01 |   +5%˄ | (run time too short) |
+| 9c      ||   149.21 |   140.80 |   -6%˄ ||     6.70 |     7.10 |   +6%˄ | (run time too short) |
 | 9d      ||   353.48 |   366.73 |   +4%˄ ||     2.83 |     2.73 |   -4%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 15138.04 | 14878.87 |   -2%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   -1%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -4% || Geometric mean of throughput changes: +4%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_mt.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                    | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                                    |
 |  benchmark_mode               | Shuffled                                                                                                          | Shuffled                                                                                                          |
 |  build_type                   | release                                                                                                           | release                                                                                                           |
 |  chunk_indexes                | False                                                                                                             | False                                                                                                             |
 |  chunk_size                   | 65535                                                                                                             | 65535                                                                                                             |
 |  clients                      | 64                                                                                                                | 64              
10000
                                                                                                  |
 |  compiler                     | clang 18.1.3                                                                                                      | clang 18.1.3                                                                                                      |
 |  cores                        | 64                                                                                                                | 64                                                                                                                |
 |  data_preparation_cores       | 0                                                                                                                 | 0                                                                                                                 |
 |  date                         | 2025-06-06 14:56:30                                                                                               | 2025-06-06 10:07:07                                                                                               |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                           | None                                                                                                              |
 |  max_duration                 | 1200000000000                                                                                                     | 1200000000000                                                                                                     |
 |  max_runs                     | -1                                                                                                                | -1                                                                                                                |
 |  time_unit                    | ns                                                                                                                | ns                                                                                                                |
 |  using_scheduler              | True                                                                                                              | True                                                                                                              |
 |  utilized_cores_per_numa_node | [64]                                                                                                              | [64]                                                                                                              |
 |  verify                       | False                                                                                                             | False                                                                                                             |
 |  warmup_duration              | 0                                                                                                                 | 0                                                                                                                 |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
-| 10a     ||   207.30 |   217.48 |   +5%  ||     1.18 |     1.22 |   +4%  |  0.5901 |
 | 10b     ||   146.27 |   145.95 |   -0%  ||     1.18 |     1.22 |   +4%  |  0.9841 |
+| 10c     ||   709.92 |   585.66 |  -18%  ||     1.18 |     1.22 |   +4%  |  0.0001 |
+| 11a     ||    90.30 |    84.24 |   -7%  ||     1.18 |     1.22 |   +4%  |  0.6080 |
-| 11b     ||    77.36 |    93.45 |  +21%  ||     1.18 |     1.22 |   +4%  |  0.1615 |
 | 11c     ||   125.80 |   127.17 |   +1%  ||     1.18 |     1.22 |   +4%  |  0.9157 |
-| 11d     ||    95.39 |   113.79 |  +19%  ||     1.18 |     1.22 |   +3%  |  0.1232 |
-| 12a     ||   161.32 |   171.52 |   +6%  ||     1.18 |     1.22 |   +4%  |  0.5031 |
+| 12b     ||    86.09 |    78.99 |   -8%  ||     1.18 |     1.22 |   +4%  |  0.5471 |
+| 12c     ||   396.66 |   373.33 |   -6%  ||     1.18 |     1.22 |   +4%  |  0.3865 |
+| 13a     ||   541.77 |   475.76 |  -12%  ||     1.18 |     1.22 |   +3%  |  0.0121 |
 | 13b     ||   366.20 |   375.87 |   +3%  ||     1.18 |     1.22 |   +3%  |  0.7078 |
 | 13c     ||    90.68 |    88.10 |   -3%  ||     1.18 |     1.22 |   +4%  |  0.8054 |
 | 13d     ||   941.54 |   950.40 |   +1%  ||     1.18 |     1.22 |   +3%  |  0.7622 |
-| 14a     ||   441.14 |   468.12 |   +6%  ||     1.18 |     1.22 |   +4%  |  0.3354 |
+| 14b     ||   486.85 |   436.89 |  -10%  ||     1.18 |     1.22 |   +4%  |  0.0737 |
+| 14c     ||   656.58 |   621.40 |   -5%  ||     1.18 |     1.22 |   +4%  |  0.2747 |
+| 15a     ||   129.97 |   115.08 |  -11%  ||     1.18 |     1.22 |   +4%  |  0.2028 |
 | 15b     ||   119.85 |   121.92 |   +2%  ||     1.18 |     1.22 |   +4%  |  0.8583 |
 | 15c     ||   139.26 |   133.09 |   -4%  ||     1.18 |     1.22 |   +4%  |  0.6228 |
+| 15d     ||   159.80 |   150.87 |   -6%  ||     1.18 |     1.22 |   +4%  |  0.5094 |
+| 16a     ||  1796.01 |  1597.21 |  -11%  ||     1.18 |     1.22 |   +4%  |  0.0000 |
 | 16b     ||  3316.65 |  3255.33 |   -2%  ||     1.17 |     1.22 |   +4%  |  0.1579 |
 | 16c     ||  1990.67 |  1911.89 |   -4%  ||     1.18 |     1.22 |   +3%  |  0.0529 |
+| 16d     ||  1981.54 |  1779.82 |  -10%  ||     1.18 |     1.22 |   +3%  |  0.0000 |
+| 17a     ||   925.80 |   846.54 |   -9%  ||     1.18 |     1.22 |   +4%  |  0.0249 |
+| 17b     ||   711.79 |   621.37 |  -13%  ||     1.18 |     1.22 |   +4%  |  0.0037 |
+| 17c     ||   640.32 |   589.59 |   -8%  ||     1.18 |     1.22 |   +3%  |  0.0948 |
 | 17d     ||   607.26 |   594.83 |   -2%  ||     1.18 |     1.22 |   +4%  |  0.6657 |
 | 17e     ||  1770.67 |  1707.27 |   -4%  ||     1.18 |     1.22 |   +4%  |  0.1037 |
 | 17f     ||  1228.37 |  1177.36 |   -4%  ||     1.18 |     1.22 |   +4%  |  0.1992 |
-| 18a     ||   274.17 |   294.87 |   +8%  ||     1.18 |     1.22 |   +4%  |  0.3605 |
+| 18b     ||   433.79 |   397.82 |   -8%  ||     1.18 |     1.22 |   +4%  |  0.1998 |
+| 18c     ||   679.02 |   646.87 |   -5%  ||     1.18 |     1.22 |   +4%  |  0.3690 |
-| 19a     ||   569.58 |   604.23 |   +6%  ||     1.18 |     1.22 |   +3%  |  0.2609 |
 | 19b     ||   434.99 |   433.46 |   -0%  ||     1.18 |     1.22 |   +4%  |  0.9585 |
+| 19c     ||   676.73 |   636.47 |   -6%  ||     1.18 |     1.22 |   +4%  |  0.2459 |
 | 19d     ||  1445.51 |  1504.06 |   +4%  ||     1.18 |     1.22 |   +4%  |  0.1348 |
+| 1a      ||    38.64 |    36.46 |   -6%  ||     1.18 |     1.22 |   +4%  |  0.6638 |
 | 1b      ||    48.16 |    46.62 |   -3%  ||     1.18 |     1.22 |   +4%  |  0.8295 |
 | 1c      ||    68.71 |    68.34 |   -1%  ||     1.18 |     1.22 |   +4%  |  0.9730 |
+| 1d      ||    40.25 |    36.56 |   -9%  ||     1.18 |     1.22 |   +4%  |  0.6869 |
-| 20a     ||   488.60 |   524.92 |   +7%  ||     1.18 |     1.22 |   +3%  |  0.2271 |
+| 20b     ||   427.24 |   396.96 |   -7%  ||     1.18 |     1.22 |   +4%  |  0.2373 |
 | 20c     ||   423.66 |   405.36 |   -4%  ||     1.18 |     1.22 |   +4%  |  0.4889 |
 | 21a     ||   187.68 |   183.74 |   -2%  ||     1.18 |     1.22 |   +4%  |  0.8366 |
 | 21b     ||   133.19 |   134.20 |   +1%  ||     1.18 |     1.22 |   +3%  |  0.9527 |
+| 21c     ||   228.41 |   192.05 |  -16%  ||     1.18 |     1.22 |   +4%  |  0.1029 |
-| 22a     ||   489.12 |   556.67 |  +14%  ||     1.18 |     1.22 |   +4%  |  0.0391 |
+| 22b     ||   448.85 |   387.66 |  -14%  ||     1.18 |     1.22 |   +3%  |  0.0162 |
 | 22c     ||   715.90 |   689.68 |   -4%  ||     1.18 |     1.22 |   +3%  |  0.4409 |
 | 22d     ||   967.71 |   958.68 |   -1%  ||     1.18 |     1.22 |   +4%  |  0.8193 |
-| 23a     ||   156.52 |   176.92 |  +13%  ||     1.18 |     1.22 |   +4%  |  0.2546 |
 | 23b     ||   135.68 |   133.56 |   -2%  ||     1.18 |     1.22 |   +4%  |  0.8788 |
 | 23c     ||   174.25 |   176.67 |   +1%  ||     1.18 |     1.22 |   +4%  |  0.8983 |
+| 24a     ||   437.08 |   412.97 |   -6%  ||     1.18 |     1.22 |   +3%  |  0.4128 |
-| 24b     ||   315.19 |   340.15 |   +8%  ||     1.18 |     1.22 |   +4%  |  0.3052 |
+| 25a     ||   474.67 |   418.79 |  -12%  ||     1.18 |     1.22 |   +4%  |  0.0767 |
 | 25b     ||   248.57 |   251.80 |   +1%  ||     1.18 |     1.22 |   +3%  |  0.8893 |
+| 25c     ||   966.56 |   893.02 |   -8%  ||     1.18 |     1.22 |   +4%  |  0.0455 |
+| 26a     ||   425.47 |   375.20 |  -12%  ||     1.18 |     1.22 |   +4%  |  0.0186 |
+| 26b     ||   279.03 |   219.77 |  -21%  ||     1.18 |     1.22 |   +3%  |  0.0010 |
+| 26c     ||   655.79 |   581.56 |  -11%  ||     1.18 |     1.22 |   +4%  |  0.0051 |
 | 27a     ||   171.75 |   172.80 |   +1%  ||     1.18 |     1.22 |   +4%  |  0.9463 |
+| 27b     ||   174.04 |   158.27 |   -9%  ||     1.18 |     1.22 |   +4%  |  0.3525 |
+| 27c     ||   200.48 |   190.24 |   -5%  ||     1.18 |     1.22 |   +3%  |  0.6416 |
 | 28a     ||   672.36 |   693.08 |   +3%  ||     1.18 |     1.22 |   +3%  |  0.4952 |
 | 28b     ||   252.00 |   250.80 |   -0%  ||     1.18 |     1.22 |   +4%  |  0.9516 |
+| 28c     ||   696.21 |   659.05 |   -5%  ||     1.18 |     1.22 |   +4%  |  0.2813 |
+| 29a     ||   307.12 |   289.14 |   -6%  ||     1.18 |     1.22 |   +4%  |  0.4724 |
-| 29b     ||   369.39 |   460.36 |  +25%  ||     1.18 |     1.22 |   +4%  |  0.0018 |
+| 29c     ||   401.55 |   382.08 |   -5%  ||     1.18 |     1.22 |   +4%  |  0.4706 |
+| 2a      ||   147.76 |   137.13 |   -7%  ||     1.18 |     1.22 |   +4%  |  0.4693 |
+| 2b      ||   138.11 |   122.29 |  -11%  ||     1.18 |     1.22 |   +4%  |  0.1967 |
-| 2c      ||    90.14 |    98.87 |  +10%  ||     1.18 |     1.22 |   +4%  |  0.3703 |
 | 2d      ||   210.40 |   209.31 |   -1%  ||     1.18 |     1.22 |   +4%  |  0.9407 |
+| 30a     ||   374.76 |   349.41 |   -7%  ||     1.18 |     1.22 |   +4%  |  0.3021 |
 | 30b     ||   316.48 |   313.97 |   -1%  ||     1.18 |     1.22 |   +4%  |  0.9114 |
+| 30c     ||   720.14 |   683.84 |   -5%  ||     1.18 |     1.22 |   +3%  |  0.3018 |
-| 31a     ||   296.20 |   309.55 |   +5%  ||     1.18 |     1.22 |   +4%  |  0.5987 |
 | 31b     ||   261.70 |   260.50 |   -0%  ||     1.18 |     1.22 |   +4%  |  0.9611 |
-| 31c     ||   325.66 |   349.38 |   +7%  ||     1.18 |     1.22 |   +4%  |  0.3950 |
+| 32a     ||    52.34 |    41.44 |  -21%  ||     1.18 |     1.22 |   +4%  |  0.0502 |
+| 32b     ||   161.95 |   143.58 |  -11%  ||     1.18 |     1.22 |   +4%  |  0.1319 |
+| 33a     ||   138.99 |   128.86 |   -7%  ||     1.18 |     1.22 |   +4%  |  0.5641 |
-| 33b     ||    75.18 |    80.85 |   +8%  ||     1.18 |     1.22 |   +4%  |  0.4875 |
 | 33c     ||   153.11 |   150.21 |   -2%  ||     1.18 |     1.22 |   +4%  |  0.8589 |
+| 3a      ||   321.56 |   270.82 |  -16%  ||     1.18 |     1.22 |   +4%  |  0.0539 |
+| 3b      ||    75.63 |    70.37 |   -7%  ||     1.18 |     1.22 |   +4%  |  0.6107 |
+| 3c      ||   487.07 |   400.85 |  -18%  ||     1.18 |     1.22 |   +3%  |  0.0009 |
+| 4a      ||   297.69 |   282.30 |   -5%  ||     1.18 |     1.22 |   +4%  |  0.4412 |
 | 4b      ||    57.29 |    54.79 |   -4%  ||     1.18 |     1.22 |   +4%  |  0.7570 |
-| 4c      ||   298.11 |   319.02 |   +7%  ||     1.18 |     1.22 |   +3%  |  0.2455 |
 | 5a      ||   249.90 |   260.79 |   +4%  ||     1.18 |     1.22 |   +4%  |  0.6134 |
 | 5b      ||   159.53 |   154.61 |   -3%  ||     1.18 |     1.22 |   +4%  |  0.7619 |
+| 5c      ||   351.50 |   325.21 |   -7%  ||     1.18 |     1.22 |   +3%  |  0.3353 |
+| 6a      ||   161.91 |   133.10 |  -18%  ||     1.18 |     1.22 |   +4%  |  0.0662 |
+| 6b      ||   229.00 |   190.29 |  -17%  ||     1.18 |     1.22 |   +4%  |  0.0331 |
+| 6c      ||   120.14 |   107.76 |  -10%  ||     1.18 |     1.22 |   +4%  |  0.2442 |
 | 6d      ||   573.43 |   576.37 |   +1%  ||     1.18 |     1.22 |   +4%  |  0.9224 |
+| 6e      ||   154.70 |   114.54 |  -26%  ||     1.18 |     1.22 |   +4%  |  0.0008 |
 | 6f      ||  1253.69 |  1244.20 |   -1%  ||     1.18 |     1.22 |   +4%  |  0.7666 |
-| 7a      ||   165.54 |   183.17 |  +11%  ||     1.18 |     1.22 |   +4%  |  0.3430 |
-| 7b      ||   167.67 |   193.02 |  +15%  ||     1.18 |     1.22 |   +3%  |  0.1795 |
 | 7c      ||  1073.04 |  1100.90 |   +3%  ||     1.18 |     1.22 |   +4%  |  0.4503 |
+| 8a      ||   218.28 |   206.93 |   -5%  ||     1.18 |     1.22 |   +4%  |  0.6005 |
+| 8b      ||   160.39 |   150.47 |   -6%  ||     1.18 |     1.22 |   +4%  |  0.6106 |
 | 8c      ||  2396.25 |  2357.72 |   -2%  ||     1.18 |     1.22 |   +4%  |  0.3613 |
 | 8d      ||   891.97 |   869.90 |   -2%  ||     1.18 |     1.22 |   +3%  |  0.4233 |
+| 9a      ||   709.94 |   659.94 |   -7%  ||     1.18 |     1.22 |   +4%  |  0.1218 |
 | 9b      ||   379.06 |   380.35 |   +0%  ||     1.18 |     1.22 |   +4%  |  0.9555 |
 | 9c      ||   810.26 |   797.51 |   -2%  ||     1.18 |     1.22 |   +3%  |  0.7326 |
 | 9d      ||  1152.33 |  1174.02 |   +2%  ||     1.18 |     1.22 |   +4%  |  0.5557 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 54251.56 | 52340.34 |   -4%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   +4%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkStarSchema - single-threaded

Sum of avg. item runtimes: +9% || Geometric mean of throughput changes: -12%
Configuration Overview - click to expand
 +Configuration Overview---+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_st.json |
 +-------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                     | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                                     |
 |  benchmark_mode         | Ordered                                                                                                            | Ordered                                                                                                            |
 |  build_type             | release                                                                                                            | release                                                                                                            |
 |  chunk_indexes          | False                                                                                                              | False                                                                                                              |
 |  chunk_size             | 65535                                                                                                              | 65535                                                                                                              |
 |  clients                | 1                                                                                                                  | 1                                                                                                                  |
 |  compiler               | clang 18.1.3                                                                                                       | clang 18.1.3                                                                                                       |
 |  cores                  | 0                                                                                                                  | 0                                                                                                                  |
 |  data_preparation_cores | 0                                                                                                                  | 0                                                                                                                  |
 |  date                   | 2025-06-06 15:16:50                                                                                                | 2025-06-06 10:27:51                                                                                                |
-| ≠encoding               | {'default': {'encoding': 'Dictionary'}}                                                                            | None                                                                                                               |
 |  max_duration           | 60000000000                                                                                                        | 60000000000                                                                                                        |
 |  max_runs               | 50                                                                                                                 | 50                                                                                                                 |
 |  scale_factor           | 10.0                                                                                                               | 10.0                                                                                                               |
 |  time_unit              | ns                                                                                                                 | ns                                                                                                                 |
 |  using_scheduler        | False                                                                                                              | False                                                                                                              |
 |  verify                 | False                                                                                                              | False                                                                                                              |
 |  warmup_duration        | 1000000000                                                                                                         | 1000000000                                                                                                         |
 +-------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |     new |        ||      old |      new |        |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
-| 1.1     ||   418.70 |  606.29 |  +45%˄ ||     2.39 |     1.65 |  -31%˄ | (run time too short) |
-| 1.2     ||   231.42 |  653.26 | +182%˄ ||     4.32 |     1.53 |  -65%˄ | (run time too short) |
-| 1.3     ||   226.28 |  657.21 | +190%˄ ||     4.42 |     1.52 |  -66%˄ | (run time too short) |
+| 2.1     ||   512.39 |  415.39 |  -19%˄ ||     1.95 |     2.41 |  +23%˄ | (run time too short) |
+| 2.2     ||   279.38 |  208.26 |  -25%˄ ||     3.58 |     4.80 |  +34%˄ | (run time too short) |
+| 2.3     ||   175.89 |  122.98 |  -30%˄ ||     5.69 |     8.13 |  +43%˄ | (run time too short) |
 | 3.1     ||  2621.47 | 2681.70 |   +2%  ||     0.37 |     0.37 |   +0%  | (run time too short) |
+| 3.2     ||   286.32 |  268.82 |   -6%˄ ||     3.49 |     3.72 |   +7%˄ | (run time too short) |
-| 3.3     ||   117.36 |  128.59 |  +10%˄ ||     8.52 |     7.78 |   -9%˄ | (run time too short) |
-| 3.4     ||   110.91 |  126.14 |  +14%˄ ||     9.02 |     7.93 |  -12%˄ | (run time too short) |
+| 4.1     ||  2454.42 | 2330.92 |   -5%  ||     0.40 |     0.42 |   +4%  | (run time too short) |
+| 4.2     ||   778.59 |  741.64 |   -5%˄ ||     1.28 |     1.35 |   +5%˄ | (run time too short) |
 | 4.3     ||   214.97 |  212.79 |   -1%˄ ||     4.65 |     4.70 |   +1%˄ | (run time too short) |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
-| Sum     ||  8428.10 | 9153.98 |   +9%  ||          |          |        |                      |
-| Geomean ||          |         |        ||          |          |  -12%  |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                        |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: +3% || Geometric mean of throughput changes: -9%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_ordered.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_mt_ordered.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                             | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                                             |
 |  benchmark_mode               | Ordered                                                                                                                    | Ordered                                                                                                                    |
 |  build_type                   | release                                                                                                                    | release                                                                                                                    |
 |  chunk_indexes                | False                                                                                                                      | False                                                                                                                      |
 |  chunk_size                   | 65535                                                                                                                      | 65535                                                                                                                      |
 |  clients                      | 1                                                                                                                          | 1                                                                                                                          |
 |  compiler                     | clang 18.1.3                                                                                                               | clang 18.1.3                                                                                                               |
 |  cores                        | 64                                                                                                                         | 64                                                                                                                         |
 |  data_preparation_cores       | 0                                                                                                                          | 0                                                                                                                          |
 |  date                         | 2025-06-06 15:25:47                                                                                                        | 2025-06-06 10:37:25                                                                                                        |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                    | None                                                                                                                       |
 |  max_duration                 | 60000000000                                                                                                                | 60000000000                                                                                                                |
 |  max_runs                     | 50                                                                                                                         | 50                                                                                                                         |
 |  scale_factor                 | 10.0                                                                                                                       | 10.0                                                                                                                       |
 |  time_unit                    | ns                                                                                                                         | ns                                                                                                                         |
 |  using_scheduler              | True                                                                                                                       | True                                                                                                                       |
 |  utilized_cores_per_numa_node | [64]                                                                                                                       | [64]                                                                                                                       |
 |  verify                       | False                                                                                                                      | False                                                                                                                      |
 |  warmup_duration              | 1000000000                                                                                                                 | 1000000000                                                                                                                 |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |     new |        ||      old |      new |        |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
-| 1.1     ||   127.14 |  164.70 |  +30%˄ ||     7.86 |     6.07 |  -23%˄ | (run time too short) |
-| 1.2     ||    83.90 |  163.15 |  +94%˄ ||    11.91 |     6.13 |  -49%˄ | (run time too short) |
-| 1.3     ||    80.81 |  160.96 |  +99%˄ ||    12.37 |     6.21 |  -50%˄ | (run time too short) |
 | 2.1     ||   329.47 |  317.19 |   -4%˄ ||     3.03 |     3.15 |   +4%˄ | (run time too short) |
+| 2.2     ||   156.14 |  147.05 |   -6%˄ ||     6.40 |     6.80 |   +6%˄ | (run time too short) |
+| 2.3     ||    63.94 |   52.92 |  -17%˄ ||    15.63 |    18.88 |  +21%˄ | (run time too short) |
+| 3.1     ||   805.70 |  759.63 |   -6%˄ ||     1.24 |     1.32 |   +6%˄ | (run time too short) |
+| 3.2     ||   150.06 |  142.25 |   -5%˄ ||     6.66 |     7.03 |   +5%˄ | (run time too short) |
 | 3.3     ||    77.71 |   76.58 |   -1%˄ ||    12.86 |    13.05 |   +1%˄ | (run time too short) |
 | 3.4     ||    69.96 |   71.54 |   +2%˄ ||    14.29 |    13.97 |   -2%˄ | (run time too short) |
 | 4.1     ||   867.68 |  836.57 |   -4%˄ ||     1.15 |     1.20 |   +4%˄ | (run time too short) |
 | 4.2     ||   348.80 |  352.07 |   +1%˄ ||     2.87 |     2.84 |   -1%˄ | (run time too short) |
 | 4.3     ||   111.56 |  113.69 |   +2%˄ ||     8.96 |     8.79 |   -2%˄ | (run time too short) |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum     ||  3272.85 | 3358.29 |   +3%  ||          |          |        |                      |
-| Geomean ||          |         |        ||          |          |   -9%  |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                        |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -5% || Geometric mean of throughput changes: +5%
Configuration Overview - 10000 click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94_mt.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                     | 704bc3145cfcc51bcb4cbda8ae7ee2387e67fc94-dirty                                                                     |
 |  benchmark_mode               | Shuffled                                                                                                           | Shuffled                                                                                                           |
 |  build_type                   | release                                                                                                            | release                                                                                                            |
 |  chunk_indexes                | False                                                                                                              | False                                                                                                              |
 |  chunk_size                   | 65535                                                                                                              | 65535                                                                                                              |
 |  clients                      | 64                                                                                                                 | 64                                                                                                                 |
 |  compiler                     | clang 18.1.3                                                                                                       | clang 18.1.3                                                                                                       |
 |  cores                        | 64                                                                                                                 | 64                                                                                                                 |
 |  data_preparation_cores       | 0                                                                                                                  | 0                                                                                                                  |
 |  date                         | 2025-06-06 15:29:06                                                                                                | 2025-06-06 10:40:51                                                                                                |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                            | None                                                                                                               |
 |  max_duration                 | 1200000000000                                                                                                      | 1200000000000                                                                                                      |
 |  max_runs                     | -1                                                                                                                 | -1                                                                                                                 |
 |  scale_factor                 | 10.0                                                                                                               | 10.0                                                                                                               |
 |  time_unit                    | ns                                                                                                                 | ns                                                                                                                 |
 |  using_scheduler              | True                                                                                                               | True                                                                                                               |
 |  utilized_cores_per_numa_node | [64]                                                                                                               | [64]                                                                                                               |
 |  verify                       | False                                                                                                              | False                                                                                                              |
 |  warmup_duration              | 0                                                                                                                  | 0                                                                                                                  |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| 1.1     ||   844.00 |   836.31 |   -1%  ||     3.74 |     3.94 |   +5%  |  0.6722 |
+| 1.2     ||   463.76 |   550.56 |  +19%  ||     3.74 |     3.94 |   +5%  |  0.0000 |
+| 1.3     ||   421.70 |   516.46 |  +22%  ||     3.74 |     3.94 |   +5%  |  0.0000 |
+| 2.1     ||  2110.74 |  1909.75 |  -10%  ||     3.74 |     3.94 |   +5%  |  0.0000 |
+| 2.2     ||  1110.95 |   941.54 |  -15%  ||     3.74 |     3.94 |   +5%  |  0.0000 |
+| 2.3     ||   382.51 |   287.25 |  -25%  ||     3.74 |     3.94 |   +5%  |  0.0000 |
+| 3.1     ||  3280.39 |  3202.43 |   -2%  ||     3.73 |     3.93 |   +5%  |  0.0179 |
+| 3.2     ||   978.05 |   879.99 |  -10%  ||     3.74 |     3.94 |   +5%  |  0.0000 |
+| 3.3     ||   474.81 |   426.17 |  -10%  ||     3.74 |     3.94 |   +5%  |  0.0011 |
+| 3.4     ||   466.32 |   442.71 |   -5%  ||     3.74 |     3.94 |   +5%  |  0.1336 |
+| 4.1     ||  3310.98 |  3105.99 |   -6%  ||     3.73 |     3.93 |   +5%  |  0.0000 |
+| 4.2     ||  2493.69 |  2394.84 |   -4%  ||     3.73 |     3.94 |   +5%  |  0.0036 |
+| 4.3     ||   752.92 |   711.98 |   -5%  ||     3.74 |     3.94 |   +5%  |  0.0412 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 17090.81 | 16205.99 |   -5%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   +5%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

@Bouncner
Copy link
Collaborator

Master vs. PR (int:FoR)

SegmentEncodingSpec auto_select_segment_encoding_spec(const DataType& type, const bool segment_values_are_unique) {
  switch (type) {
    case DataType::Int:
      return SegmentEncodingSpec{EncodingType::FrameOfReference};
    case DataType::String:
    case DataType::Long:
    case DataType::Double:
    case DataType::Float:
      if (segment_values_are_unique) {
        return SegmentEncodingSpec{EncodingType::Unencoded};
      } else {
        return SegmentEncodingSpec{EncodingType::Dictionary};
      }
    default:
      Fail("Unknown DataType when trying to select encoding for column.");
  }
}

System

cx17 - click to expand
property value
Hostname cx17
CPU AMD EPYC 7742 64-Core Processor
Memory 179GB
numactl nodebind: 0 1
numactl membind: 0 1

Commit Info and Build Time

commit date message build time
0bcfa02 04.06.2025 17:08 Concurrency control and utilities for (key) constraints of a table (#2699) real 566.54 user 3107.00 sys 93.09
2f72cba18 06.06.2025 21:02 No FixedStringDictionary segments real 564.91 user 3098.67 sys 95.45

hyriseBenchmarkTPCH - single-threaded, SF 10.0

Sum of avg. item runtimes: -14% || Geometric mean of throughput changes: +11%
Configuration Overview - click to expand
 +Configuration Overview----+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter                | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_2f72cba186290ca85834639abc0ef6c44b272856_st.json |
 +--------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                               | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                               |
 |  benchmark_mode          | Ordered                                                                                                      | Ordered                                                                                                      |
 |  build_type              | release                                                                                                      | release                                                                                                      |
 |  chunk_indexes           | False                                                                                                        | False                                                                                                        |
 |  chunk_size              | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                 | 1                                                                                                            | 1                                                                                                            |
 |  clustering              | None                                                                                                         | None                                                                                                         |
 |  compiler                | clang 18.1.3                                                                                                 | clang 18.1.3                                                                                                 |
 |  cores                   | 0                                                                                                            | 0                                                                                                            |
 |  data_preparation_cores  | 0                                                                                                            | 0                                                                                                            |
 |  date                    | 2025-06-06 12:04:57                                                                                          | 2025-06-08 06:03:20                                                                                          |
-| ≠encoding                | {'default': {'encoding': 'Dictionary'}}                                                                      | None                                                                                                         |
 |  max_duration            | 60000000000                                                                                                  | 60000000000                                                                                                  |
 |  max_runs                | 50                                                                                                           | 50                                                                                                           |
 |  scale_factor            | 10.0                                                                                                         | 10.0                                                                                                         |
 |  time_unit               | ns                                                                                                           | ns                                                                                                           |
 |  use_prepared_statements | False                                                                                                        | False                                                                                                        |
 |  using_scheduler         | False                                                                                                        | False                                                                                                        |
 |  verify                  | False                                                                                                        | False                                                                                                        |
 |  warmup_duration         | 1000000000                                                                                                   | 1000000000                                                                                                   |
 +--------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |      new |        ||      old |      new |        |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | TPC-H 01 ||  5528.68 |  5547.69 |   +0%  ||     0.17 |     0.17 |   +0%  | (run time too short) |
-| TPC-H 02 ||    40.56 |    42.70 |   +5%˄ ||    24.66 |    23.42 |   -5%˄ | (run time too short) |
+| TPC-H 03 ||  1263.52 |  1191.72 |   -6%˄ ||     0.78 |     0.84 |   +7%˄ |               0.0000 |
 | TPC-H 04 ||  1382.00 |  1348.35 |   -2%  ||     0.72 |     0.73 |   +2%  |               0.0000 |
+| TPC-H 05 ||  2273.47 |  1911.69 |  -16%  ||     0.43 |     0.52 |  +19%  |               0.0000 |
 | TPC-H 06 ||   170.52 |   170.42 |   -0%˄ ||     5.86 |     5.87 |   +0%˄ | (run time too short) |
+| TPC-H 07 ||   703.81 |   587.63 |  -17%˄ ||     1.42 |     1.70 |  +20%˄ | (run time too short) |
+| TPC-H 08 ||   537.71 |   425.25 |  -21%˄ ||     1.86 |     2.35 |  +26%˄ | (run time too short) |
+| TPC-H 09 ||  6533.99 |  5145.02 |  -21%  ||     0.15 |     0.18 |  +22%  | (run time too short) |
+| TPC-H 10 ||  1386.61 |  1289.36 |   -7%  ||     0.72 |     0.77 |   +7%  |               0.0000 |
-| TPC-H 11 ||    50.89 |    54.64 |   +7%˄ ||    19.65 |    18.30 |   -7%˄ | (run time too short) |
+| TPC-H 12 ||   942.18 |   888.24 |   -6%˄ ||     1.06 |     1.13 |   +6%˄ | (run time too short) |
+| TPC-H 13 ||  7360.10 |  5323.27 |  -28%  ||     0.13 |     0.18 |  +38%  | (run time too short) |
+| TPC-H 14 ||   492.69 |   455.21 |   -8%˄ ||     2.03 |     2.20 |   +8%˄ | (run time too short) |
+| TPC-H 15 ||   183.11 |   162.19 |  -11%˄ ||     5.46 |     6.17 |  +13%˄ | (run time too short) |
 | TPC-H 16 ||   530.69 |   538.11 |   +1%˄ ||     1.88 |     1.86 |   -1%˄ | (run time too short) |
+| TPC-H 17 ||   220.02 |   142.75 |  -35%˄ ||     4.55 |     7.00 |  +54%˄ | (run time too short) |
 | TPC-H 18 ||  1568.85 |  1541.55 |   -2%  ||     0.63 |     0.63 |   +0%  | (run time too short) |
 | TPC-H 19 ||   230.76 |   228.11 |   -1%˄ ||     4.33 |     4.38 |   +1%˄ | (run time too short) |
+| TPC-H 20 ||   392.62 |   281.24 |  -28%˄ ||     2.55 |     3.56 |  +40%˄ | (run time too short) |
+| TPC-H 21 ||  4267.09 |  3683.23 |  -14%  ||     0.23 |     0.27 |  +14%  | (run time too short) |
+| TPC-H 22 ||   482.40 |   460.98 |   -4%˄ ||     2.07 |     2.17 |   +5%˄ | (run time too short) |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum      || 36542.26 | 31419.34 |  -14%  ||          |          |        |                      |
+| Geomean  ||          |          |        ||          |          |  +11%  |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                         |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - single-threaded, SF 0.01

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: -2%
Configuration Overview - click to expand
 +Configuration Overview----+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 | Parameter                | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st_s01.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_2f72cba186290ca85834639abc0ef6c44b272856_st_s01.json |
 +--------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                   | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                                   |
 |  benchmark_mode          | Ordered                                                                                                          | Ordered                                                                                                          |
 |  build_type              | release                                                                                                          | release                                                                                                          |
 |  chunk_indexes           | False                                                                                                            | False                                                                                                            |
 |  chunk_size              | 65535                                                                                                            | 65535                                                                                                            |
 |  clients                 | 1                                                                                                                | 1                                                                                                                |
 |  clustering              | None                                                                                                             | None                                                                                                             |
 |  compiler                | clang 18.1.3                                                                                                     | clang 18.1.3                                                                                                     |
 |  cores                   | 0                                                                                                                | 0                                                                                                                |
 |  data_preparation_cores  | 0                                                                                                                | 0                                                                                                                |
 |  date                    | 2025-06-06 12:21:50                                                                                              | 2025-06-08 06:19:33                                                                                              |
-| ≠encoding                | {'default': {'encoding': 'Dictionary'}}                                                                          | None                                                                                                             |
 |  max_duration            | 60000000000                                                                                                      | 60000000000                                                                                                      |
 |  max_runs                | 50                                                                                                               | 50                                                                                                               |
 |  scale_factor            | 0.009999999776482582                                                                                             | 0.009999999776482582                                                                                             |
 |  time_unit               | ns                                                                                                               | ns                                                                                                               |
 |  use_prepared_statements | False                                                                                                            | False                                                                                                            |
 |  using_scheduler         | False                                                                                                            | False                                                                                                            |
 |  verify                  | False                                                                                                            | False                                                                                                            |
 |  warmup_duration         | 1000000000                                                                                                       | 1000000000                                                                                                       |
 +--------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |     new |        ||      old |      new |        |                      |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | TPC-H 01 ||     5.24 |    5.42 |   +3%˄ ||   190.64 |   184.40 |   -3%˄ | (run time too short) |
-| TPC-H 02 ||     3.19 |    3.38 |   +6%˄ ||   313.71 |   296.17 |   -6%˄ | (run time too short) |
 | TPC-H 03 ||     0.58 |    0.60 |   +4%˄ ||  1721.40 |  1658.22 |   -4%˄ | (run time too short) |
-| TPC-H 04 ||     0.37 |    0.40 |   +8%˄ ||  2675.72 |  2482.15 |   -7%˄ | (run time too short) |
-| TPC-H 05 ||     0.95 |    1.02 |   +7%˄ ||  1050.28 |   981.15 |   -7%˄ | (run time too short) |
 | TPC-H 06 ||     0.19 |    0.20 |   +2%˄ ||  5138.39 |  5037.57 |   -2%˄ | (run time too short) |
+| TPC-H 07 ||     9.60 |    8.83 |   -8%˄ ||   104.11 |   113.19 |   +9%˄ | (run time too short) |
-| TPC-H 08 ||    12.91 |   13.89 |   +8%˄ ||    77.45 |    72.00 |   -7%˄ | (run time too short) |
+| TPC-H 09 ||     3.96 |    2.90 |  -27%˄ ||   252.38 |   344.49 |  +36%˄ | (run time too short) |
 | TPC-H 10 ||     0.70 |    0.70 |   +0%˄ ||  1434.57 |  1430.03 |   -0%˄ | (run time too short) |
-| TPC-H 11 ||     0.17 |    0.18 |   +7%˄ ||  5771.75 |  5416.59 |   -6%˄ | (run time too short) |
 | TPC-H 12 ||     0.62 |    0.62 |   +1%˄ ||  1615.42 |  1602.37 |   -1%˄ | (run time too short) |
 | TPC-H 13 ||     2.15 |    2.13 |   -1%˄ ||   465.29 |   470.04 |   +1%˄ | (run time too short) |
 | TPC-H 14 ||     0.29 |    0.31 |   +4%˄ ||  3401.75 |  3262.95 |   -4%˄ | (run time too short) |
 | TPC-H 15 ||     1.07 |    1.07 |   -0%˄ ||   929.03 |   928.10 |   -0%˄ | (run time too short) |
 | TPC-H 16 ||     1.92 |    1.93 |   +0%˄ ||   520.95 |   518.96 |   -0%˄ | (run time too short) |
-| TPC-H 17 ||     0.46 |    0.66 |  +44%˄ ||  2178.75 |  1510.16 |  -31%˄ | (run time too short) |
+| TPC-H 18 ||     1.32 |    1.19 |   -9%˄ ||   758.50 |   836.51 |  +10%˄ | (run time too short) |
 | TPC-H 19 ||     4.51 |    4.54 |   +1%˄ ||   221.63 |   220.29 |   -1%˄ | (run time too short) |
 | TPC-H 20 ||     2.38 |    2.39 |   +1%˄ ||   420.72 |   418.56 |   -1%˄ | (run time too short) |
 | TPC-H 21 ||     1.11 |    1.07 |   -3%˄ ||   901.66 |   933.36 |   +4%˄ | (run time too short) |
 | TPC-H 22 ||     1.06 |    1.09 |   +2%˄ ||   939.30 |   920.22 |   -2%˄ | (run time too short) |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum      ||    54.76 |   54.51 |   -0%  ||          |          |        |                      |
 | Geomean  ||          |         |        ||          |          |   -2%  |                      |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                        |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, ordered, 1 client, 64 cores, SF 10.0

Sum of avg. item runtimes: -13% || Geometric mean of throughput changes: +9%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_ordered.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_2f72cba186290ca85834639abc0ef6c44b272856_mt_ordered.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                       | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                                       |
 |  benchmark_mode               | Ordered                                                                                                              | Ordered                                                                                                              |
 |  build_type                   | release                                                                                                              | release                                                                                                              |
 |  chunk_indexes                | False                                                                                                                | False                                                                                                                |
 |  chunk_size                   | 65535                                                                                                                | 65535                                                                                                                |
 |  clients                      | 1                                                                                                                    | 1                                                                                                                    |
 |  clustering                   | None                                                                                                                 | None                                                                                                                 |
 |  compiler                     | clang 18.1.3                                                                                                         | clang 18.1.3                                                                                                         |
 |  cores                        | 64                                                                                                                   | 64                                                                                                                   |
 |  data_preparation_cores       | 0                                                                                                                    | 0                                                                                                                    |
 |  date                         | 2025-06-06 12:22:17                                                                                                  | 2025-06-08 06:20:01                                                                                                  |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                              | None                                                                                                                 |
 |  max_duration                 | 60000000000                                                                                                          | 60000000000                                                                                                          |
 |  max_runs                     | 50                                                                                                                   | 50                                                                                                                   |
 |  scale_factor                 | 10.0                                                                                                                 | 10.0                                                                                                                 |
 |  time_unit                    | ns                                                                                                                   | ns                                                                                                                   |
 |  use_prepared_statements      | False                                                                                                                | False                                                                                                                |
 |  using_scheduler              | True                                                                                                                 | True                                                                                                                 |
 |  utilized_cores_per_numa_node | [64]                                                                                                                 | [64]                                                                                                                 |
 |  verify                       | False                                                                                                                | False                                                                                                                |
 |  warmup_duration              | 1000000000                                                                                                           | 1000000000                                                                                                           |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |      new |        ||      old |      new |        |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | TPC-H 01 ||  4647.84 |  4693.39 |   +1%  ||     0.20 |     0.20 |   +0%  | (run time too short) |
+| TPC-H 02 ||    58.37 |    53.74 |   -8%˄ ||    17.12 |    18.59 |   +9%˄ | (run time too short) |
 | TPC-H 03 ||   664.16 |   645.14 |   -3%˄ ||     1.51 |     1.55 |   +3%˄ | (run time too short) |
 | TPC-H 04 ||   653.10 |   632.40 |   -3%˄ ||     1.53 |     1.58 |   +3%˄ | (run time too short) |
+| TPC-H 05 ||   614.53 |   518.56 |  -16%˄ ||     1.63 |     1.93 |  +19%˄ | (run time too short) |
 | TPC-H 06 ||    64.23 |    65.23 |   +2%˄ ||    15.56 |    15.32 |   -2%˄ | (run time too short) |
 | TPC-H 07 ||   248.96 |   247.96 |   -0%˄ ||     4.02 |     4.03 |   +0%˄ | (run time too short) |
+| TPC-H 08 ||   234.85 |   219.48 |   -7%˄ ||     4.26 |     4.56 |   +7%˄ | (run time too short) |
+| TPC-H 09 ||  2207.70 |  1929.83 |  -13%  ||     0.45 |     0.52 |  +15%  |               0.0000 |
+| TPC-H 10 ||   643.54 |   594.56 |   -8%˄ ||     1.55 |     1.68 |   +8%˄ | (run time too short) |
 | TPC-H 11 ||    88.09 |    84.44 |   -4%˄ ||    11.35 |    11.84 |   +4%˄ | (run time too short) |
+| TPC-H 12 ||   502.42 |   462.92 |   -8%˄ ||     1.99 |     2.16 |   +9%˄ | (run time too short) |
+| TPC-H 13 ||  3827.23 |  2002.00 |  -48%  ||     0.25 |     0.48 |  +93%  | (run time too short) |
 | TPC-H 14 ||   150.42 |   152.32 |   +1%˄ ||     6.65 |     6.56 |   -1%˄ | (run time too short) |
+| TPC-H 15 ||   147.53 |   128.85 |  -13%˄ ||     6.78 |     7.76 |  +14%˄ | (run time too short) |
 | TPC-H 16 ||   580.92 |   564.92 |   -3%˄ ||     1.72 |     1.77 |   +3%˄ | (run time too short) |
+| TPC-H 17 ||    88.43 |    72.67 |  -18%˄ ||    11.30 |    13.75 |  +22%˄ | (run time too short) |
 | TPC-H 18 ||  1745.15 |  1738.55 |   -0%  ||     0.57 |     0.57 |   +0%  |               0.7937 |
 | TPC-H 19 ||   109.64 |   108.59 |   -1%˄ ||     9.12 |     9.21 |   +1%˄ | (run time too short) |
+| TPC-H 20 ||   193.82 |   179.60 |   -7%˄ ||     5.16 |     5.57 |   +8%˄ | (run time too short) |
+| TPC-H 21 ||  1120.78 |  1041.01 |   -7%˄ ||     0.89 |     0.96 |   +8%˄ | (run time too short) |
 | TPC-H 22 ||   161.23 |   158.60 |   -2%˄ ||     6.20 |     6.30 |   +2%˄ | (run time too short) |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum      || 18752.92 | 16294.76 |  -13%  ||          |          |        |                      |
+| Geomean  ||          |          |        ||          |          |   +9%  |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                         |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, shuffled, 64 clients, 64 cores, SF 10.0

Sum of avg. item runtimes: -10% || Geometric mean of throughput changes: +11%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_2f72cba186290ca85834639abc0ef6c44b272856_mt.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                               | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                               |
 |  benchmark_mode               | Shuffled                                                                                                     | Shuffled                                                                                                     |
 |  build_type                   | release                                                                                                      | release                                                                                                      |
 |  chunk_indexes                | False                                                                                                        | False                                                                                                        |
 |  chunk_size                   | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                      | 64                                                                                                           | 64                                                                                                           |
 |  clustering                   | None                                                                                                         | None                                                                                                         |
 |  compiler                     | clang 18.1.3                                                                                                 | clang 18.1.3                                                                                                 |
 |  cores                        | 64                                                                                                           | 64                                                                                                           |
 |  data_preparation_cores       | 0                                                                                                            | 0                                                                                                            |
 |  date                         | 2025-06-06 12:34:06                                                                                          | 2025-06-08 06:31:25                                                                                          |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                      | None                                                                                                         |
 |  max_duration                 | 1200000000000                                                                                                | 1200000000000                                                                                                |
 |  max_runs                     | -1                                                                                                           | -1                                                                                                           |
 |  scale_factor                 | 10.0                                                                                                         | 10.0                                                                                                         |
 |  time_unit                    | ns                                                                                                           | ns                                                                                                           |
 |  use_prepared_statements      | False                                                                                                        | False                                                                                                        |
 |  using_scheduler              | True                                                                                                         | True                                                                                                         |
 |  utilized_cores_per_numa_node | [64]                                                                                                         | [64]                                                                                                         |
 |  verify                       | False                                                                                                        | False                                                                                                        |
 |  warmup_duration              | 0                                                                                                            | 0                                                                                                            |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+---------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |          ||      old |      new |        ||      old |      new |        |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+
+| TPC-H 01 ||  6094.00 |  6357.31 |   +4%  ||     1.03 |     1.14 |  +11%  |  0.0011 |
+| TPC-H 02 ||   470.12 |   365.40 |  -22%  ||     1.04 |     1.15 |  +11%  |  0.0174 |
+| TPC-H 03 ||  2815.11 |  2721.65 |   -3%  ||     1.04 |     1.15 |  +11%  |  0.4632 |
+| TPC-H 04 ||  2293.11 |  2297.65 |   +0%  ||     1.04 |     1.15 |  +11%  |  0.9683 |
+| TPC-H 05 ||  4194.02 |  3899.71 |   -7%  ||     1.03 |     1.15 |  +11%  |  0.0725 |
+| TPC-H 06 ||   784.96 |   782.62 |   -0%  ||     1.04 |     1.15 |  +11%  |  0.9754 |
+| TPC-H 07 ||  3379.16 |  3129.01 |   -7%  ||     1.03 |     1.15 |  +11%  |  0.1085 |
+| TPC-H 08 ||  2547.08 |  2080.01 |  -18%  ||     1.03 |     1.15 |  +11%  |  0.0004 |
+| TPC-H 09 ||  6472.87 |  5534.21 |  -15%  ||     1.03 |     1.15 |  +11%  |  0.0000 |
+| TPC-H 10 ||  3425.93 |  3217.01 |   -6%  ||     1.03 |     1.15 |  +11%  |  0.1592 |
+| TPC-H 11 ||   494.08 |   467.12 |   -5%  ||     1.04 |     1.15 |  +11%  |  0.6168 |
+| TPC-H 12 ||  2681.55 |  2334.98 |  -13%  ||     1.03 |     1.15 |  +11%  |  0.0029 |
+| TPC-H 13 ||  7630.22 |  5024.79 |  -34%  ||     1.03 |     1.14 |  +11%  |  0.0000 |
+| TPC-H 14 ||  1096.15 |  1079.17 |   -2%  ||     1.04 |     1.15 |  +11%  |  0.8247 |
+| TPC-H 15 ||   682.01 |   573.57 |  -16%  ||     1.04 |     1.15 |  +11%  |  0.0375 |
+| TPC-H 16 ||  2536.14 |  2197.64 |  -13%  ||     1.04 |     1.15 |  +11%  |  0.0053 |
+| TPC-H 17 ||   850.76 |   708.67 |  -17%  ||     1.04 |     1.15 |  +11%  |  0.0656 |
+| TPC-H 18 ||  3630.39 |  3633.80 |   +0%  ||     1.03 |     1.15 |  +11%  |  0.9688 |
+| TPC-H 19 ||  1140.60 |  1094.53 |   -4%  ||     1.03 |     1.15 |  +11%  |  0.5922 |
+| TPC-H 20 ||  1760.96 |  1539.16 |  -13%  ||     1.04 |     1.15 |  +11%  |  0.0246 |
+| TPC-H 21 ||  5284.28 |  5102.02 |   -3%  ||     1.03 |     1.14 |  +11%  |  0.3093 |
+| TPC-H 22 ||  1110.97 |  1079.84 |   -3%  ||     1.04 |     1.15 |  +11%  |  0.7096 |
 +----------++----------+----------+--------++----------+----------+--------+---------+
+| Sum      || 61374.47 | 55219.86 |  -10%  ||          |          |        |         |
+| Geomean  ||          |          |        ||          |          |  +11%  |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - single-threaded

Sum of avg. item runtimes: +4% || Geometric mean of throughput changes: -9%
Configuration Overview - click to expand
 +Configuration Overview---+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_2f72cba186290ca85834639abc0ef6c44b272856_st.json |
 +-------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                                |
 |  benchmark_mode         | Ordered                                                                                                       | Ordered                                                                                                       |
 |  build_type             | release                                                                                                       | release                                                                                                       |
 |  chunk_indexes          | False                                                                                                         | False                                                                                                         |
 |  chunk_size             | 65535                                                                                                         | 65535                                                                                                         |
 |  clients                | 1                                                                                                             | 1                                                                                                             |
 |  compiler               | clang 18.1.3                                                                                                  | clang 18.1.3                                                                                                  |
 |  cores                  | 0                                                                                                             | 0                                                                                                             |
 |  data_preparation_cores | 0                                                                                                             | 0                                                                                                             |
 |  date                   | 2025-06-06 12:55:34                                                                                           | 2025-06-08 06:52:57                                                                                           |
-| ≠encoding               | {'default': {'encoding': 'Dictionary'}}                                                                       | None                                                                                                          |
 |  max_duration           | 60000000000                                                                                                   | 60000000000                                                                                                   |
 |  max_runs               | 50                                                                                                            | 50                                                                                                            |
 |  time_unit              | ns                                                                                                            | ns                                                                                                            |
 |  using_scheduler        | False                                                                                                         | False                                                                                                         |
 |  verify                 | False                                                                                                         | False                                                                                                         |
 |  warmup_duration        | 1000000000                                                                                                    | 1000000000                                                                                                    |
 +-------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 01      ||   224.59 |   211.79 |   -6%˄ ||     4.45 |     4.72 |   +6%˄ | (run time too short) |
+| 03      ||    62.68 |    57.54 |   -8%˄ ||    15.95 |    17.38 |   +9%˄ | (run time too short) |
+| 06      ||   198.18 |   185.08 |   -7%˄ ||     5.05 |     5.40 |   +7%˄ | (run time too short) |
-| 07      ||   253.36 |   281.82 |  +11%˄ ||     3.95 |     3.55 |  -10%˄ | (run time too short) |
-| 09      ||   720.91 |  1371.54 |  +90%˄ ||     1.39 |     0.72 |  -48%˄ | (run time too short) |
-| 10      ||   120.63 |   155.37 |  +29%˄ ||     8.29 |     6.44 |  -22%˄ | (run time too short) |
-| 13      ||   464.50 |   497.33 |   +7%˄ ||     2.15 |     2.01 |   -7%˄ | (run time too short) |
 | 15      ||   124.21 |   126.56 |   +2%˄ ||     8.05 |     7.90 |   -2%˄ | (run time too short) |
-| 16      ||    55.91 |    74.73 |  +34%˄ ||    17.88 |    13.38 |  -25%˄ | (run time too short) |
+| 17      ||   323.16 |   294.47 |   -9%˄ ||     3.09 |     3.40 |  +10%˄ | (run time too short) |
-| 19      ||    97.81 |   109.90 |  +12%˄ ||    10.22 |     9.10 |  -11%˄ | (run time too short) |
-| 25      ||   167.80 |   176.53 |   +5%˄ ||     5.96 |     5.66 |   -5%˄ | (run time too short) |
-| 26      ||   114.68 |   126.62 |  +10%˄ ||     8.72 |     7.90 |   -9%˄ | (run time too short) |
-| 28      ||   574.95 |  1156.06 | +101%˄ ||     1.74 |
10000
     0.87 |  -50%˄ | (run time too short) |
+| 29      ||   484.05 |   463.06 |   -4%˄ ||     2.07 |     2.16 |   +5%˄ | (run time too short) |
-| 31      ||  1316.64 |  1392.88 |   +6%  ||     0.75 |     0.72 |   -4%  |               0.0000 |
-| 32      ||    30.32 |    39.37 |  +30%˄ ||    32.98 |    25.40 |  -23%˄ | (run time too short) |
-| 34      ||   140.58 |   163.07 |  +16%˄ ||     7.11 |     6.13 |  -14%˄ | (run time too short) |
-| 35      ||   604.65 |   636.05 |   +5%˄ ||     1.65 |     1.57 |   -5%˄ | (run time too short) |
-| 37      ||   653.81 |  1206.99 |  +85%˄ ||     1.53 |     0.82 |  -47%˄ | (run time too short) |
-| 39a     ||  1704.00 |  1866.10 |  +10%  ||     0.58 |     0.53 |   -9%  |               0.0000 |
-| 39b     ||  1682.21 |  1863.45 |  +11%  ||     0.58 |     0.53 |   -9%  | (run time too short) |
 | 41      ||   281.49 |   283.51 |   +1%˄ ||     3.55 |     3.53 |   -1%˄ | (run time too short) |
-| 42      ||    78.54 |    92.68 |  +18%˄ ||    12.73 |    10.79 |  -15%˄ | (run time too short) |
 | 43      ||   974.60 |  1004.89 |   +3%˄ ||     1.03 |     1.00 |   -3%˄ | (run time too short) |
+| 45      ||   126.38 |   110.71 |  -12%˄ ||     7.91 |     9.03 |  +14%˄ | (run time too short) |
 | 48      ||  1164.93 |  1189.87 |   +2%˄ ||     0.86 |     0.84 |   -2%˄ | (run time too short) |
 | 50      ||   125.44 |   128.08 |   +2%˄ ||     7.97 |     7.81 |   -2%˄ | (run time too short) |
-| 52      ||    79.38 |    93.57 |  +18%˄ ||    12.60 |    10.69 |  -15%˄ | (run time too short) |
-| 55      ||    74.51 |    88.62 |  +19%˄ ||    13.42 |    11.28 |  -16%˄ | (run time too short) |
 | 62      ||   554.59 |   557.75 |   +1%˄ ||     1.80 |     1.79 |   -1%˄ | (run time too short) |
 | 65      ||  1924.75 |  1878.98 |   -2%  ||     0.52 |     0.52 |   +0%  | (run time too short) |
-| 69      ||   139.66 |   169.76 |  +22%˄ ||     7.16 |     5.89 |  -18%˄ | (run time too short) |
-| 73      ||    77.37 |    98.11 |  +27%˄ ||    12.92 |    10.19 |  -21%˄ | (run time too short) |
 | 79      ||   491.32 |   505.27 |   +3%˄ ||     2.04 |     1.98 |   -3%˄ | (run time too short) |
+| 81      ||   155.98 |   145.88 |   -6%˄ ||     6.41 |     6.85 |   +7%˄ | (run time too short) |
-| 82      ||   700.59 |  1251.71 |  +79%˄ ||     1.43 |     0.78 |  -45%˄ | (run time too short) |
 | 83      ||    38.43 |    38.94 |   +1%˄ ||    26.02 |    25.68 |   -1%˄ | (run time too short) |
+| 84      ||    13.88 |    12.32 |  -11%˄ ||    72.03 |    81.12 |  +13%˄ | (run time too short) |
 | 85      ||   161.74 |   158.62 |   -2%˄ ||     6.18 |     6.30 |   +2%˄ | (run time too short) |
-| 88      ||   638.78 |   795.56 |  +25%˄ ||     1.57 |     1.26 |  -20%˄ | (run time too short) |
 | 91      ||    17.79 |    17.36 |   -2%˄ ||    56.21 |    57.58 |   +2%˄ | (run time too short) |
+| 92      ||    35.59 |    33.44 |   -6%˄ ||    28.09 |    29.90 |   +6%˄ | (run time too short) |
+| 93      ||  3751.76 |  2388.54 |  -36%  ||     0.25 |     0.42 |  +67%  | (run time too short) |
-| 94      ||    35.40 |    45.54 |  +29%˄ ||    28.25 |    21.96 |  -22%˄ | (run time too short) |
 | 95      ||  5159.89 |  5208.19 |   +1%  ||     0.18 |     0.18 |   +0%  | (run time too short) |
-| 96      ||    60.98 |    80.53 |  +32%˄ ||    16.40 |    12.42 |  -24%˄ | (run time too short) |
+| 97      ||  4040.15 |  3615.54 |  -11%  ||     0.23 |     0.27 |  +14%  | (run time too short) |
 | 99      ||  1085.28 |  1095.35 |   +1%˄ ||     0.92 |     0.91 |   -1%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 32108.83 | 33545.62 |   +4%  ||          |          |        |                      |
-| Geomean ||          |          |        ||          |          |   -9%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: -1%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_ordered.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_2f72cba186290ca85834639abc0ef6c44b272856_mt_ordered.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                        | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                                        |
 |  benchmark_mode               | Ordered                                                                                                               | Ordered                                                                                                               |
 |  build_type                   | release                                                                                                               | release                                                                                                               |
 |  chunk_indexes                | False                                                                                                                 | False                                                                                                                 |
 |  chunk_size                   | 65535                                                                                                                 | 65535                                                                                                                 |
 |  clients                      | 1                                                                                                                     | 1                                                                                                                     |
 |  compiler                     | clang 18.1.3                                                                                                          | clang 18.1.3                                                                                                          |
 |  cores                        | 64                                                                                                                    | 64                                                                                                                    |
 |  data_preparation_cores       | 0                                                                                                                     | 0                                                                                                                     |
 |  date                         | 2025-06-06 13:16:21                                                                                                   | 2025-06-08 07:15:56                                                                                                   |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                               | None                                                                                                                  |
 |  max_duration                 | 60000000000                                                                                                           | 60000000000                                                                                                           |
 |  max_runs                     | 50                                                                                                                    | 50                                                                                                                    |
 |  time_unit                    | ns                                                                                                                    | ns                                                                                                                    |
 |  using_scheduler              | True                                                                                                                  | True                                                                                                                  |
 |  utilized_cores_per_numa_node | [64]                                                                                                                  | [64]                                                                                                                  |
 |  verify                       | False                                                                                                                 | False                                                                                                                 |
 |  warmup_duration              | 1000000000                                                                                                            | 1000000000                                                                                                            |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | 01      ||   241.09 |   232.16 |   -4%˄ ||     4.15 |     4.31 |   +4%˄ | (run time too short) |
+| 03      ||    33.52 |    31.40 |   -6%˄ ||    29.80 |    31.81 |   +7%˄ | (run time too short) |
+| 06      ||   192.36 |   167.38 |  -13%˄ ||     5.20 |     5.97 |  +15%˄ | (run time too short) |
 | 07      ||   191.04 |   192.51 |   +1%˄ ||     5.23 |     5.19 |   -1%˄ | (run time too short) |
-| 09      ||   112.75 |   154.31 |  +37%˄ ||     8.87 |     6.48 |  -27%˄ | (run time too short) |
-| 10      ||    36.49 |    40.76 |  +12%˄ ||    27.37 |    24.51 |  -10%˄ | (run time too short) |
 | 13      ||   257.93 |   250.92 |   -3%˄ ||     3.88 |     3.98 |   +3%˄ | (run time too short) |
 | 15      ||    75.62 |    76.08 |   +1%˄ ||    13.22 |    13.14 |   -1%˄ | (run time too short) |
-| 16      ||    30.90 |    32.42 |   +5%˄ ||    32.32 |    30.81 |   -5%˄ | (run time too short) |
+| 17      ||   143.10 |   123.10 |  -14%˄ ||     6.99 |     8.12 |  +16%˄ | (run time too short) |
-| 19      ||    68.54 |    74.68 |   +9%˄ ||    14.58 |    13.38 |   -8%˄ | (run time too short) |
+| 25      ||   102.63 |    92.93 |   -9%˄ ||     9.74 |    10.76 |  +10%˄ | (run time too short) |
 | 26      ||    87.87 |    90.00 |   +2%˄ ||    11.38 |    11.11 |   -2%˄ | (run time too short) |
-| 28      ||   147.32 |   156.55 |   +6%˄ ||     6.79 |     6.39 |   -6%˄ | (run time too short) |
+| 29      ||   458.69 |   422.42 |   -8%˄ ||     2.18 |     2.37 |   +9%˄ | (run time too short) |
 | 31      ||   477.48 |   466.36 |   -2%˄ ||     2.09 |     2.14 |   +2%˄ | (run time too short) |
 | 32      ||    34.03 |    34.28 |   +1%˄ ||    29.35 |    29.14 |   -1%˄ | (run time too short) |
 | 34      ||    94.61 |    97.33 |   +3%˄ ||    10.57 |    10.27 |   -3%˄ | (run time too short) |
 | 35      ||   388.22 |   381.12 |   -2%˄ ||     2.58 |     2.62 |   +2%˄ | (run time too short) |
-| 37      ||   197.37 |   250.52 |  +27%˄ ||     5.07 |     3.99 |  -21%˄ | (run time too short) |
-| 39a     ||   767.67 |   835.06 |   +9%˄ ||     1.30 |     1.20 |   -8%˄ | (run time too short) |
 | 39b     ||   744.15 |   735.59 |   -1%˄ ||     1.34 |     1.36 |   +1%˄ | (run time too short) |
 | 41      ||   365.65 |   363.00 |   -1%˄ ||     2.73 |     2.75 |   +1%˄ | (run time too short) |
-| 42      ||    49.54 |    53.31 |   +8%˄ ||    20.17 |    18.74 |   -7%˄ | (run time too short) |
 | 43      ||   446.83 |   451.06 |   +1%˄ ||     2.24 |     2.22 |   -1%˄ | (run time too short) |
 | 45      ||    54.19 |    53.44 |   -1%˄ ||    18.44 |    18.70 |   +1%˄ | (run time too short) |
 | 48      ||   536.30 |   536.55 |   +0%˄ ||     1.86 |     1.86 |   -0%˄ | (run time too short) |
-| 50      ||   102.96 |   108.26 |   +5%˄ ||     9.71 |     9.23 |   -5%˄ | (run time too short) |
 | 52      ||    51.71 |    53.92 |   +4%˄ ||    19.33 |    18.53 |   -4%˄ | (run time too short) |
-| 55      ||    44.58 |    47.41 |   +6%˄ ||    22.41 |    21.08 |   -6%˄ | (run time too short) |
 | 62      ||   348.42 |   349.06 |   +0%˄ ||     2.87 |     2.86 |   -0%˄ | (run time too short) |
 | 65      ||  1487.32 |  1471.84 |   -1%  ||     0.67 |     0.67 |   +0%  | (run time too short) |
 | 69      ||    71.95 |    74.20 |   +3%˄ ||    13.89 |    13.47 |   -3%˄ | (run time too short) |
-| 73      ||    54.34 |    58.28 |   +7%˄ ||    18.39 |    17.15 |   -7%˄ | (run time too short) |
 | 79      ||   482.39 |   474.30 |   -2%˄ ||     2.07 |     2.11 |   +2%˄ | (run time too short) |
 | 81      ||   192.05 |   184.75 |   -4%˄ ||     5.21 |     5.41 |   +4%˄ | (run time too short) |
-| 82      ||   224.64 |   280.92 |  +25%˄ ||     4.45 |     3.56 |  -20%˄ | (run time too short) |
 | 83      ||    46.69 |    46.22 |   -1%˄ ||    21.40 |    21.62 |   +1%˄ | (run time too short) |
 | 84      ||    10.09 |     9.94 |   -1%˄ ||    98.82 |   100.27 |   +1%˄ | (run time too short) |
+| 85      ||    71.04 |    67.80 |   -5%˄ ||    14.07 |    14.74 |   +5%˄ | (run time too short) |
-| 88      ||    82.46 |    90.69 |  +10%˄ ||    12.12 |    11.02 |   -9%˄ | (run time too short) |
+| 91      ||    18.25 |    16.70 |   -8%˄ ||    54.68 |    59.75 |   +9%˄ | (run time too short) |
+| 92      ||    43.78 |    38.48 |  -12%˄ ||    22.82 |    25.96 |  +14%˄ | (run time too short) |
+| 93      ||   753.37 |   546.97 |  -27%˄ ||     1.33 |     1.83 |  +38%˄ | (run time too short) |
-| 94      ||    30.53 |    32.99 |   +8%˄ ||    32.71 |    30.28 |   -7%˄ | (run time too short) |
 | 95      ||   712.51 |   724.93 |   +2%˄ ||     1.40 |     1.38 |   -2%˄ | (run time too short) |
-| 96      ||    46.38 |    49.79 |   +7%˄ ||    21.54 |    20.07 |   -7%˄ | (run time too short) |
+| 97      ||  1373.25 |  1305.13 |   -5%  ||     0.72 |     0.75 |   +5%  | (run time too short) |
 | 99      ||   574.74 |   566.04 |   -2%˄ ||     1.74 |     1.77 |   +2%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 13159.36 | 12993.90 |   -1%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   -1%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_2f72cba186290ca85834639abc0ef6c44b272856_mt.json |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                                |
 |  benchmark_mode               | Shuffled                                                                                                      | Shuffled                                                                                                      |
 |  build_type                   | release                                                                                                       | release                                                                                                       |
 |  chunk_indexes                | False                                                                                                         | False                                                                                                         |
 |  chunk_size                   | 65535                                                                                                         | 65535                                                                                                         |
 |  clients                      | 64                                                                                                            | 64                                                                                                            |
 |  compiler                     | clang 18.1.3                                                                                                  | clang 18.1.3                                                                                                  |
 |  cores                        | 64                                                                                                            | 64                                                                                                            |
 |  data_preparation_cores       | 0                                                                                                             | 0                                                                                                             |
 |  date                         | 2025-06-06 13:28:30                                                                                           | 2025-06-08 07:27:58                                                                                           |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                       | None                                                                                                          |
 |  max_duration                 | 1200000000000                                                                                                 | 1200000000000                                                                                                 |
 |  max_runs                     | -1                                                                                                            | -1                                                                                                            |
 |  time_unit                    | ns                                                                                                            | ns                                                                                                            |
 |  using_scheduler              | True                                                                                                          | True                                                                                                          |
 |  utilized_cores_per_numa_node | [64]                                                                                                          | [64]                                                                                                          |
 |  verify                       | False                                                                                                         | False                                                                                                         |
 |  warmup_duration              | 0                                                                                                             | 0                                                                                                             |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| 01      ||   857.64 |   748.02 |  -13%  ||     1.00 |     1.02 |   +1%  |  0.0414 |
 | 03      ||   302.59 |   297.27 |   -2%  ||     1.00 |     1.02 |   +1%  |  0.8759 |
+| 06      ||   933.97 |   860.25 |   -8%  ||     1.00 |     1.02 |   +1%  |  0.2304 |
 | 07      ||  1070.54 |  1038.43 |   -3%  ||     1.00 |     1.02 |   +1%  |  0.6290 |
-| 09      ||   892.05 |  1151.60 |  +29%  ||     1.00 |     1.01 |   +1%  |  0.0002 |
 | 10      ||   810.43 |   795.52 |   -2%  ||     1.00 |     1.02 |   +1%  |  0.8149 |
 | 13      ||  1758.12 |  1818.83 |   +3%  ||     1.00 |     1.02 |   +1%  |  0.4398 |
 | 15      ||   529.36 |   510.28 |   -4%  ||     1.00 |     1.02 |   +1%  |  0.6422 |
+| 16      ||   505.42 |   403.56 |  -20%  ||     1.00 |     1.02 |   +1%  |  0.0214 |
+| 17      ||  1456.84 |  1330.69 |   -9%  ||     1.00 |     1.02 |   +1%  |  0.1066 |
-| 19      ||   684.03 |   741.95 |   +8%  ||     1.00 |     1.02 |   +1%  |  0.2816 |
+| 25      ||  1067.12 |   998.65 |   -6%  ||     1.00 |     1.02 |   +1%  |  0.3113 |
 | 26      ||   517.34 |   529.69 |   +2%  ||     1.00 |     1.02 |   +1%  |  0.7502 |
-| 28      ||  1513.45 |  1724.46 |  +14%  ||     1.00 |     1.01 |   +1%  |  0.0155 |
 | 29      ||  1867.95 |  1844.33 |   -1%  ||     1.00 |     1.02 |   +1%  |  0.7819 |
 | 31      ||  2665.98 |  2654.15 |   -0%  ||     1.00 |     1.01 |   +1%  |  0.9131 |
-| 32      ||   188.89 |   199.39 |   +6%  ||     1.00 |     1.02 |   +1%  |  0.6700 |
-| 34      ||   793.81 |   840.41 |   +6%  ||     1.00 |     1.02 |   +1%  |  0.3798 |
+| 35      ||  2277.05 |  2091.72 |   -8%  ||     1.00 |     1.01 |   +1%  |  0.0330 |
 | 37      ||   958.69 |   998.40 |   +4%  ||     1.00 |     1.02 |   +1%  |  0.4702 |
 | 39a     ||  2877.21 |  2931.22 |   +2%  ||     1.00 |     1.01 |   +1%  |  0.5423 |
 | 39b     ||  2838.66 |  2917.17 |   +3%  ||     1.00 |     1.01 |   +1%  |  0.3554 |
+| 41      ||  2118.50 |  1911.98 |  -10%  ||     1.00 |     1.02 |   +1%  |  0.0248 |
 | 42      ||   549.85 |   567.97 |   +3%  ||     1.00 |     1.02 |   +1%  |  0.6981 |
 | 43      ||  1634.02 |  1613.46 |   -1%  ||     1.00 |     1.02 |   +1%  |  0.7608 |
+| 45      ||   832.95 |   785.97 |   -6%  ||     1.00 |     1.02 |   +1%  |  0.4460 |
+| 48      ||  2839.71 |  2706.30 |   -5%  ||     1.00 |     1.01 |   +1%  |  0.1996 |
 | 50      ||  1125.65 |  1146.79 |   +2%  ||     1.00 |     1.02 |   +1%  |  0.7299 |
 | 52      ||   561.00 |   537.33 |   -4%  ||     1.00 |     1.02 |   +1%  |  0.6280 |
-| 55      ||   454.83 |   504.40 |  +11%  ||     1.00 |     1.02 |   +1%  |  0.2131 |
-| 62      ||  1040.44 |  1138.89 |   +9%  ||     1.00 |     1.01 |   +1%  |  0.0622 |
 | 65      ||  4417.71 |  4368.09 |   -1%  ||     1.00 |     1.01 |   +1%  |  0.4710 |
 | 69      ||  1045.11 |  1065.88 |   +2%  ||     1.00 |     1.01 |   +1%  |  0.7720 |
+| 73      ||   591.78 |   547.77 |   -7%  ||     1.00 |     1.02 |   +1%  |  0.3269 |
 | 79      ||  1648.38 |  1617.76 |   -2%  ||     1.00 |     1.01 |   +1%  |  0.6482 |
+| 81      ||   619.10 |   542.48 |  -12%  ||     1.00 |     1.02 |   +1%  |  0.0477 |
-| 82      ||  1013.07 |  1116.49 |  +10%  ||     1.00 |     1.01 |   +1%  |  0.0508 |
+| 83      ||   349.02 |   292.92 |  -16%  ||     1.00 |     1.02 |   +1%  |  0.1411 |
 | 84      ||   131.22 |   126.48 |   -4%  ||     1.00 |     1.02 |   +1%  |  0.8291 |
+| 85      ||   898.51 |   813.63 |   -9%  ||     1.00 |     1.02 |   +1%  |  0.1472 |
-| 88      ||  2663.77 |  2965.25 |  +11%  ||     1.00 |     1.01 |   +1%  |  0.0150 |
 | 91      ||   214.04 |   216.55 |   +1%  ||     1.00 |     1.02 |   +1%  |  0.9369 |
-| 92      ||   287.15 |   302.16 |   +5%  ||     1.00 |     1.02 |   +1%  |  0.6626 |
+| 93      ||  2283.35 |  1655.26 |  -28%  ||     1.00 |     1.02 |   +1%  |  0.0000 |
 | 94      ||   470.70 |   479.09 |   +2%  ||     1.00 |     1.02 |   +1%  |  0.8586 |
 | 95      ||  2204.25 |  2262.60 |   +3%  ||     1.00 |     1.01 |   +1%  |  0.4743 |
-| 96      ||   416.60 |   485.53 |  +17%  ||     1.00 |     1.02 |   +1%  |  0.0752 |
+| 97      ||  4515.32 |  4200.82 |   -7%  ||     1.00 |     1.01 |   +1%  |  0.0015 |
 | 99      ||  1444.88 |  1495.28 |   +3%  ||     1.00 |     1.01 |   +1%  |  0.3824 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 63738.05 | 62893.10 |   -1%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   +1%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - single-threaded

Sum of avg. item runtimes: +15% || Geometric mean of throughput changes: -16%
Configuration Overview - click to expand
 +Configuration Overview---+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_2f72cba186290ca85834639abc0ef6c44b272856_st.json |
 +-------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                               | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                               |
 |  benchmark_mode         | Shuffled                                                                                                     | Shuffled                                                                                                     |
 |  build_type             | release                                                                                                      | release                                                                                                      |
 |  chunk_indexes          | False                                                                                                        | False                                                                                                        |
 |  chunk_size             | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                | 1                                                                                                            | 1                                                                                                            |
 |  compiler               | clang 18.1.3                                                                                                 | clang 18.1.3                                                                                                 |
 |  cores                  | 0                                                                                                            | 0                                                                                                            |
 |  data_preparation_cores | 0                                                                                                            | 0                                                                                                            |
 |  date                   | 2025-06-06 13:48:45                                                                                          | 2025-06-08 07:48:15                                                                                          |
-| ≠encoding               | {'default': {'encoding': 'Dictionary'}}                                                                      | None                                                                                                         |
 |  max_duration           | 60000000000                                                                                                  | 60000000000                                                                                                  |
 |  max_runs               | -1                                                                                                           | -1                                                                                                           |
 |  scale_factor           | 10                                                                                                           | 10                                                                                                           |
 |  time_unit              | ns                                                                     
10000
                                      | ns                                                                                                           |
 |  using_scheduler        | False                                                                                                        | False                                                                                                        |
 |  verify                 | False                                                                                                        | False                                                                                                        |
 |  warmup_duration        | 0                                                                                                            | 0                                                                                                            |
 +-------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
-| Delivery     ||    25.50 |   29.30 |  +15%  ||     4.85 |     4.52 |   -7%  |  0.0000 |
-| New-Order    ||    12.07 |   14.19 |  +18%  ||    60.41 |    52.13 |  -14%  |  0.0000 |
-| Order-Status ||     1.16 |    1.44 |  +25%  ||     5.46 |     4.03 |  -26%  |  0.0000 |
-| Payment      ||     2.20 |    2.23 |   +1%  ||    58.26 |    49.27 |  -15%  |  0.0000 |
-| Stock-Level  ||     1.93 |    2.23 |  +15%  ||     5.18 |     4.35 |  -16%  |  0.0000 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
-| Sum          ||    42.85 |   49.40 |  +15%  ||          |          |        |         |
-| Geomean      ||          |         |        ||          |          |  -16%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 64 clients, 10 warehouses, 64 cores (high contention)

Sum of avg. item runtimes: -2% || Geometric mean of throughput changes: +3%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_highcont.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_2f72cba186290ca85834639abc0ef6c44b272856_mt_highcont.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                        | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                                        |
 |  benchmark_mode               | Shuffled                                                                                                              | Shuffled                                                                                                              |
 |  build_type                   | release                                                                                                               | release                                                                                                               |
 |  chunk_indexes                | False                                                                                                                 | False                                                                                                                 |
 |  chunk_size                   | 65535                                                                                                                 | 65535                                                                                                                 |
 |  clients                      | 64                                                                                                                    | 64                                                                                                                    |
 |  compiler                     | clang 18.1.3                                                                                                          | clang 18.1.3                                                                                                          |
 |  cores                        | 64                                                                                                                    | 64                                                                                                                    |
 |  data_preparation_cores       | 0                                                                                                                     | 0                                                                                                                     |
 |  date                         | 2025-06-06 13:56:23                                                                                                   | 2025-06-08 07:56:02                                                                                                   |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                               | None                                                                                                                  |
 |  max_duration                 | 600000000000                                                                                                          | 600000000000                                                                                                          |
 |  max_runs                     | -1                                                                                                                    | -1                                                                                                                    |
 |  scale_factor                 | 10                                                                                                                    | 10                                                                                                                    |
 |  time_unit                    | ns                                                                                                                    | ns                                                                                                                    |
 |  using_scheduler              | True                                                                                                                  | True                                                                                                                  |
 |  utilized_cores_per_numa_node | [64]                                                                                                                  | [64]                                                                                                                  |
 |  verify                       | False                                                                                                                 | False                                                                                                                 |
 |  warmup_duration              | 0                                                                                                                     | 0                                                                                                                     |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Delivery     ||   181.26 |  176.58 |   -3%  ||    33.75 |    34.58 |   +2%  |  0.0000 |
 |    unsucc.:  ||     3.31 |    3.27 |   -1%  ||    50.88 |    51.82 |   +2%  |         |
 | New-Order    ||    93.42 |   91.90 |   -2%  ||   471.42 |   482.50 |   +2%  |  0.0000 |
 |    unsucc.:  ||     8.90 |    8.25 |   -7%  ||   476.66 |   488.80 |   +3%  |         |
 | Order-Status ||     9.53 |    9.46 |   -1%  ||    85.20 |    86.27 |   +1%  |  0.5905 |
+| Payment      ||    15.67 |   14.91 |   -5%  ||   239.31 |   247.19 |   +3%  |  0.0000 |
 |    unsucc.:  ||     5.48 |    5.27 |   -4%  ||   665.74 |   681.48 |   +2%  |         |
 | Stock-Level  ||    13.87 |   13.74 |   -1%  ||    83.49 |    86.30 |   +3%  |  0.4709 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||   313.75 |  306.59 |   -2%  ||          |          |        |         |
 | Geomean      ||          |         |        ||          |          |   +3%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 10 clients, 10 warehouses, 64 cores (low contention)

Sum of avg. item runtimes: +3% || Geometric mean of throughput changes: -4%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_lowcont.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_2f72cba186290ca85834639abc0ef6c44b272856_mt_lowcont.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                       | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                                       |
 |  benchmark_mode               | Shuffled                                                                                                             | Shuffled                                                                                                             |
 |  build_type                   | release                                                                                                              | release                                                                                                              |
 |  chunk_indexes                | False                                                                                                                | False                                                                                                                |
 |  chunk_size                   | 65535                                                                                                                | 65535                                                                                                                |
 |  clients                      | 10                                                                                                                   | 10                                                                                                                   |
 |  compiler                     | clang 18.1.3                                                                                                         | clang 18.1.3                                                                                                         |
 |  cores                        | 64                                                                                                                   | 64                                                                                                                   |
 |  data_preparation_cores       | 0                                                                                                                    | 0                                                                                                                    |
 |  date                         | 2025-06-06 14:06:35                                                                                                  | 2025-06-08 08:06:14                                                                                                  |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                              | None                                                                                                                 |
 |  max_duration                 | 600000000000                                                                                                         | 600000000000                                                                                                         |
 |  max_runs                     | -1                                                                                                                   | -1                                                                                                                   |
 |  scale_factor                 | 10                                                                                                                   | 10                                                                                                                   |
 |  time_unit                    | ns                                                                                                                   | ns                                                                                                                   |
 |  using_scheduler              | True                                                                                                                 | True                                                                                                                 |
 |  utilized_cores_per_numa_node | [64]                                                                                                                 | [64]                                                                                                                 |
 |  verify                       | False                                                                                                                | False                                                                                                                |
 |  warmup_duration              | 0                                                                                                                    | 0                                                                                                                    |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Delivery     ||    75.34 |   77.43 |   +3%  ||    16.40 |    16.00 |   -2%  |  0.0000 |
 |    unsucc.:  ||     0.85 |    0.99 |  +16%  ||     2.12 |     1.97 |   -7%  |         |
-| New-Order    ||    37.40 |   39.49 |   +6%  ||   190.10 |   182.46 |   -4%  |  0.0000 |
 |    unsucc.:  ||     3.55 |    3.18 |  -10%  ||    18.28 |    17.37 |   -5%  |         |
 | Order-Status ||     4.29 |    4.41 |   +3%  ||    18.60 |    17.82 |   -4%  |  0.0000 |
 | Payment      ||     8.11 |    7.90 |   -3%  ||   162.49 |   157.12 |   -3%  |  0.0000 |
 |    unsucc.:  ||     2.04 |    2.03 |   -0%  ||    36.34 |    34.17 |   -6%  |         |
 | Stock-Level  ||     5.56 |    5.52 |   -1%  ||    18.45 |    17.71 |   -4%  |  0.0005 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||   130.70 |  134.74 |   +3%  ||          |          |        |         |
 | Geomean      ||          |         |        ||          |          |   -4%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - single-threaded

Sum of avg. item runtimes: -6% || Geometric mean of throughput changes: -2%
Configuration Overview - click to expand
 +Configuration Overview---+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_2f72cba186290ca85834639abc0ef6c44b272856_st.json |
 +-------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                    | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                                    |
 |  benchmark_mode         | Ordered                                                                                                           | Ordered                                                                                                           |
 |  build_type             | release                                                                                                           | release                                                                                                           |
 |  chunk_indexes          | False                                                                                                             | False                                                                                                             |
 |  chunk_size             | 65535                                                                                                             | 65535                                                                                                             |
 |  clients                | 1                                                                                                                 | 1                                                                                                                 |
 |  compiler               | clang 18.1.3                                                                                                      | clang 18.1.3                                                                                                      |
 |  cores                  | 0                                                                                                                 | 0                                                                                                                 |
 |  data_preparation_cores | 0                                                                                                                 | 0                                                                                                                 |
 |  date                   | 2025-06-06 14:16:42                                                                                               | 2025-06-08 08:16:21                                                                                               |
-| ≠encoding               | {'default': {'encoding': 'Dictionary'}}                                                                           | None                                                                                                              |
 |  max_duration           | 60000000000                                                                                                       | 60000000000                                                                                                       |
 |  max_runs               | 50                                                                                                                | 50                                                                                                                |
 |  time_unit              | ns                                                                                                                | ns                                                                                                                |
 |  using_scheduler        | False                                                                                                             | False                                                                                                             |
 |  verify                 | False                                                                                                             | False                                                                                                             |
 |  warmup_duration        | 1000000000                                                                                                        | 1000000000                                                                                                        |
 +-------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | 10a     ||   156.28 |   152.87 |   -2%˄ ||     6.40 |     6.54 |   +2%˄ | (run time too short) |
 | 10b     ||    94.97 |    92.83 |   -2%˄ ||    10.53 |    10.77 |   +2%˄ | (run time too short) |
+| 10c     ||   359.64 |   329.60 |   -8%˄ ||     2.78 |     3.03 |   +9%˄ | (run time too short) |
-| 11a     ||    29.57 |    37.41 |  +26%˄ ||    33.81 |    26.73 |  -21%˄ | (run time too short) |
-| 11b     ||    25.70 |    31.48 |  +22%˄ ||    38.90 |    31.77 |  -18%˄ | (run time too short) |
-| 11c     ||    24.61 |    26.22 |   +7%˄ ||    40.64 |    38.13 |   -6%˄ | (run time too short) |
-| 11d     ||    23.54 |    25.26 |   +7%˄ ||    42.48 |    39.59 |   -7%˄ | (run time too short) |
-| 12a     ||    31.96 |    47.24 |  +48%˄ ||    31.28 |    21.17 |  -32%˄ | (run time too short) |
-| 12b     ||    27.71 |    37.07 |  +34%˄ ||    36.09 |    26.98 |  -25%˄ | (run time too short) |
-| 12c     ||    74.30 |    80.47 |   +8%˄ ||    13.46 |    12.43 |   -8%˄ | (run time too short) |
 | 13a     ||   182.97 |   182.48 |   -0%˄ ||     5.47 |     5.48 |   +0%˄ | (run time too short) |
 | 13b     ||   236.04 |   241.84 |   +2%˄ ||     4.24 |     4.13 |   -2%˄ | (run time too short) |
-| 13c     ||    32.07 |    41.81 |  +30%˄ ||    31.18 |    23.91 |  -23%˄ | (run time too short) |
 | 13d     ||   532.31 |   529.21 |   -1%˄ ||     1.88 |     1.89 |   +1%˄ | (run time too short) |
 | 14a     ||   103.47 |   102.54 |   -1%˄ ||     9.66 |     9.75 |   +1%˄ | (run time too short) |
-| 14b     ||   110.68 |   116.42 |   +5%˄ ||     9.03 |     8.59 |   -5%˄ | (run time too short) |
 | 14c     ||   184.29 |   182.20 |   -1%˄ ||     5.43 |     5.49 |   +1%˄ | (run time too short) |
 | 15a     ||    76.45 |    76.27 |   -0%˄ ||    13.08 |    13.11 |   +0%˄ | (run time too short) |
-| 15b     ||    80.24 |    92.16 |  +15%˄ ||    12.46 |    10.85 |  -13%˄ | (run time too short) |
 | 15c     ||    52.04 |    53.26 |   +2%˄ ||    19.21 |    18.78 |   -2%˄ | (run time too short) |
 | 15d     ||    49.36 |    49.39 |   +0%˄ ||    20.26 |    20.25 |   -0%˄ | (run time too short) |
+| 16a     ||  1445.42 |  1265.75 |  -12%  ||     0.68 |     0.78 |  +15%  |               0.0000 |
+| 16b     ||  2709.47 |  2446.96 |  -10%  ||     0.37 |     0.40 |   +9%  | (run time too short) |
+| 16c     ||  1621.40 |  1428.64 |  -12%  ||     0.62 |     0.68 |  +11%  | (run time too short) |
+| 16d     ||  1575.46 |  1389.53 |  -12%  ||     0.63 |     0.72 |  +13%  |               0.0000 |
+| 17a     ||   462.60 |   390.07 |  -16%˄ ||     2.16 |     2.56 |  +19%˄ | (run time too short) |
+| 17b     ||   366.49 |   309.27 |  -16%˄ ||     2.73 |     3.23 |  +19%˄ | (run time too short) |
+| 17c     ||   345.77 |   288.56 |  -17%˄ ||     2.89 |     3.47 |  +20%˄ | (run time too short) |
+| 17d     ||   428.13 |   367.96 |  -14%˄ ||     2.34 |     2.72 |  +16%˄ | (run time too short) |
+| 17e     ||  1674.18 |  1478.54 |  -12%  ||     0.58 |     0.67 |  +14%  | (run time too short) |
+| 17f     ||   946.83 |   843.78 |  -11%˄ ||     1.06 | 
10000
    1.19 |  +12%˄ | (run time too short) |
-| 18a     ||   143.70 |   152.93 |   +6%˄ ||     6.96 |     6.54 |   -6%˄ | (run time too short) |
 | 18b     ||   107.32 |   110.26 |   +3%˄ ||     9.32 |     9.07 |   -3%˄ | (run time too short) |
+| 18c     ||   199.17 |   184.75 |   -7%˄ ||     5.02 |     5.41 |   +8%˄ | (run time too short) |
 | 19a     ||   221.40 |   229.19 |   +4%˄ ||     4.52 |     4.36 |   -3%˄ | (run time too short) |
-| 19b     ||   192.93 |   204.41 |   +6%˄ ||     5.18 |     4.89 |   -6%˄ | (run time too short) |
 | 19c     ||   266.70 |   256.27 |   -4%˄ ||     3.75 |     3.90 |   +4%˄ | (run time too short) |
 | 19d     ||   749.25 |   719.40 |   -4%˄ ||     1.33 |     1.39 |   +4%˄ | (run time too short) |
-| 1a      ||    10.27 |    11.77 |  +15%˄ ||    97.39 |    84.92 |  -13%˄ | (run time too short) |
-| 1b      ||    16.44 |    29.16 |  +77%˄ ||    60.81 |    34.29 |  -44%˄ | (run time too short) |
-| 1c      ||    21.63 |    24.83 |  +15%˄ ||    46.22 |    40.26 |  -13%˄ | (run time too short) |
-| 1d      ||     9.47 |    10.96 |  +16%˄ ||   105.55 |    91.24 |  -14%˄ | (run time too short) |
+| 20a     ||   554.43 |   522.06 |   -6%˄ ||     1.80 |     1.92 |   +6%˄ | (run time too short) |
+| 20b     ||   602.99 |   573.69 |   -5%˄ ||     1.66 |     1.74 |   +5%˄ | (run time too short) |
+| 20c     ||   435.79 |   396.66 |   -9%˄ ||     2.29 |     2.52 |  +10%˄ | (run time too short) |
-| 21a     ||    44.65 |    51.35 |  +15%˄ ||    22.39 |    19.47 |  -13%˄ | (run time too short) |
-| 21b     ||    34.60 |    44.78 |  +29%˄ ||    28.90 |    22.33 |  -23%˄ | (run time too short) |
 | 21c     ||    40.86 |    41.22 |   +1%˄ ||    24.47 |    24.26 |   -1%˄ | (run time too short) |
 | 22a     ||   184.53 |   182.33 |   -1%˄ ||     5.42 |     5.48 |   +1%˄ | (run time too short) |
 | 22b     ||   167.60 |   165.43 |   -1%˄ ||     5.97 |     6.04 |   +1%˄ | (run time too short) |
 | 22c     ||   250.95 |   243.59 |   -3%˄ ||     3.98 |     4.11 |   +3%˄ | (run time too short) |
 | 22d     ||   366.64 |   357.22 |   -3%˄ ||     2.73 |     2.80 |   +3%˄ | (run time too short) |
 | 23a     ||    55.36 |    57.31 |   +4%˄ ||    18.06 |    17.45 |   -3%˄ | (run time too short) |
 | 23b     ||    60.46 |    61.89 |   +2%˄ ||    16.54 |    16.16 |   -2%˄ | (run time too short) |
 | 23c     ||    58.79 |    59.85 |   +2%˄ ||    17.01 |    16.71 |   -2%˄ | (run time too short) |
 | 24a     ||   219.28 |   225.31 |   +3%˄ ||     4.56 |     4.44 |   -3%˄ | (run time too short) |
 | 24b     ||   203.05 |   207.93 |   +2%˄ ||     4.92 |     4.81 |   -2%˄ | (run time too short) |
+| 25a     ||   104.68 |    98.39 |   -6%˄ ||     9.55 |    10.16 |   +6%˄ | (run time too short) |
 | 25b     ||    64.12 |    63.74 |   -1%˄ ||    15.59 |    15.69 |   +1%˄ | (run time too short) |
+| 25c     ||   241.92 |   230.48 |   -5%˄ ||     4.13 |     4.34 |   +5%˄ | (run time too short) |
+| 26a     ||   170.91 |   138.47 |  -19%˄ ||     5.85 |     7.22 |  +23%˄ | (run time too short) |
+| 26b     ||   142.08 |   121.16 |  -15%˄ ||     7.04 |     8.25 |  +17%˄ | (run time too short) |
+| 26c     ||   320.37 |   250.80 |  -22%˄ ||     3.12 |     3.99 |  +28%˄ | (run time too short) |
-| 27a     ||    37.56 |    47.28 |  +26%˄ ||    26.62 |    21.15 |  -21%˄ | (run time too short) |
-| 27b     ||    26.49 |    34.26 |  +29%˄ ||    37.75 |    29.18 |  -23%˄ | (run time too short) |
 | 27c     ||    40.93 |    41.56 |   +2%˄ ||    24.43 |    24.06 |   -2%˄ | (run time too short) |
 | 28a     ||   212.25 |   210.39 |   -1%˄ ||     4.71 |     4.75 |   +1%˄ | (run time too short) |
-| 28b     ||    80.16 |    86.72 |   +8%˄ ||    12.47 |    11.53 |   -8%˄ | (run time too short) |
 | 28c     ||   186.96 |   189.75 |   +1%˄ ||     5.35 |     5.27 |   -1%˄ | (run time too short) |
-| 29a     ||   178.86 |   211.21 |  +18%˄ ||     5.59 |     4.73 |  -15%˄ | (run time too short) |
 | 29b     ||   930.66 |   953.08 |   +2%˄ ||     1.07 |     1.05 |   -2%˄ | (run time too short) |
-| 29c     ||   222.11 |   233.08 |   +5%˄ ||     4.50 |     4.29 |   -5%˄ | (run time too short) |
 | 2a      ||    29.20 |    29.56 |   +1%˄ ||    34.24 |    33.83 |   -1%˄ | (run time too short) |
 | 2b      ||    26.55 |    27.67 |   +4%˄ ||    37.66 |    36.14 |   -4%˄ | (run time too short) |
-| 2c      ||    21.95 |    24.06 |  +10%˄ ||    45.56 |    41.56 |   -9%˄ | (run time too short) |
 | 2d      ||    57.77 |    56.07 |   -3%˄ ||    17.31 |    17.83 |   +3%˄ | (run time too short) |
 | 30a     ||    90.03 |    87.18 |   -3%˄ ||    11.11 |    11.47 |   +3%˄ | (run time too short) |
 | 30b     ||    92.51 |    91.29 |   -1%˄ ||    10.81 |    10.95 |   +1%˄ | (run time too short) |
+| 30c     ||   159.61 |   149.38 |   -6%˄ ||     6.27 |     6.69 |   +7%˄ | (run time too short) |
 | 31a     ||    79.45 |    77.15 |   -3%˄ ||    12.59 |    12.96 |   +3%˄ | (run time too short) |
 | 31b     ||    84.05 |    82.36 |   -2%˄ ||    11.90 |    12.14 |   +2%˄ | (run time too short) |
 | 31c     ||    90.35 |    87.96 |   -3%˄ ||    11.07 |    11.37 |   +3%˄ | (run time too short) |
 | 32a     ||    14.96 |    15.43 |   +3%˄ ||    66.85 |    64.80 |   -3%˄ | (run time too short) |
+| 32b     ||    36.31 |    33.68 |   -7%˄ ||    27.54 |    29.68 |   +8%˄ | (run time too short) |
-| 33a     ||    34.06 |    51.34 |  +51%˄ ||    29.36 |    19.48 |  -34%˄ | (run time too short) |
-| 33b     ||    22.84 |    29.74 |  +30%˄ ||    43.78 |    33.62 |  -23%˄ | (run time too short) |
-| 33c     ||    45.43 |    56.37 |  +24%˄ ||    22.01 |    17.74 |  -19%˄ | (run time too short) |
 | 3a      ||    71.03 |    71.53 |   +1%˄ ||    14.08 |    13.98 |   -1%˄ | (run time too short) |
-| 3b      ||    19.87 |    25.00 |  +26%˄ ||    50.32 |    40.00 |  -21%˄ | (run time too short) |
 | 3c      ||   223.76 |   214.21 |   -4%˄ ||     4.47 |     4.67 |   +4%˄ | (run time too short) |
 | 4a      ||   150.45 |   150.49 |   +0%˄ ||     6.65 |     6.64 |   -0%˄ | (run time too short) |
-| 4b      ||    18.45 |    23.77 |  +29%˄ ||    54.18 |    42.06 |  -22%˄ | (run time too short) |
 | 4c      ||   191.03 |   186.47 |   -2%˄ ||     5.23 |     5.36 |   +2%˄ | (run time too short) |
 | 5a      ||    64.67 |    67.19 |   +4%˄ ||    15.46 |    14.88 |   -4%˄ | (run time too short) |
-| 5b      ||    61.21 |    65.19 |   +7%˄ ||    16.34 |    15.34 |   -6%˄ | (run time too short) |
 | 5c      ||    99.55 |    97.39 |   -2%˄ ||    10.04 |    10.27 |   +2%˄ | (run time too short) |
+| 6a      ||   167.34 |   150.00 |  -10%˄ ||     5.98 |     6.67 |  +12%˄ | (run time too short) |
+| 6b      ||   178.05 |   159.09 |  -11%˄ ||     5.62 |     6.29 |  +12%˄ | (run time too short) |
+| 6c      ||   157.83 |   139.36 |  -12%˄ ||     6.34 |     7.18 |  +13%˄ | (run time too short) |
+| 6d      ||   389.69 |   350.34 |  -10%˄ ||     2.57 |     2.85 |  +11%˄ | (run time too short) |
+| 6e      ||   164.69 |   143.07 |  -13%˄ ||     6.07 |     6.99 |  +15%˄ | (run time too short) |
+| 6f      ||   721.47 |   643.67 |  -11%˄ ||     1.39 |     1.55 |  +12%˄ | (run time too short) |
-| 7a      ||    92.60 |   121.07 |  +31%˄ ||    10.80 |     8.26 |  -24%˄ | (run time too short) |
-| 7b      ||    86.43 |   115.79 |  +34%˄ ||    11.57 |     8.64 |  -25%˄ | (run time too short) |
 | 7c      ||   576.79 |   565.65 |   -2%˄ ||     1.73 |     1.77 |   +2%˄ | (run time too short) |
 | 8a      ||   202.35 |   194.88 |   -4%˄ ||     4.94 |     5.13 |   +4%˄ | (run time too short) |
-| 8b      ||   188.95 |   198.42 |   +5%˄ ||     5.29 |     5.04 |   -5%˄ | (run time too short) |
+| 8c      ||  1863.54 |  1744.73 |   -6%  ||     0.53 |     0.57 |   +6%  |               0.0000 |
 | 8d      ||   488.32 |   480.60 |   -2%˄ ||     2.05 |     2.08 |   +2%˄ | (run time too short) |
+| 9a      ||   257.35 |   242.71 |   -6%˄ ||     3.89 |     4.12 |   +6%˄ | (run time too short) |
 | 9b      ||   165.70 |   164.41 |   -1%˄ ||     6.03 |     6.08 |   +1%˄ | (run time too short) |
+| 9c      ||   311.21 |   288.24 |   -7%˄ ||     3.21 |     3.47 |   +8%˄ | (run time too short) |
 | 9d      ||   457.28 |   452.85 |   -1%˄ ||     2.19 |     2.21 |   +1%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum     || 30496.95 | 28727.32 |   -6%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   -2%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: -4% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---------+---------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_ordered.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_2f72cba186290ca85834639abc0ef6c44b272856_mt_ordered.json |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                            | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                                            |
 |  benchmark_mode               | Ordered                                                                                                                   | Ordered                                                                                                                   |
 |  build_type                   | release                                                                                                                   | release                                                                                                                   |
 |  chunk_indexes                | False                                                                                                                     | False                                                                                                                     |
 |  chunk_size                   | 65535                                                                                                                     | 65535                                                                                                                     |
 |  clients                      | 1                                                                                                                         | 1                                                                                                                         |
 |  compiler                     | clang 18.1.3                                                                                                              | clang 18.1.3                                                                                                              |
 |  cores                        | 64                                                                                                                        | 64                                                                                                                        |
 |  data_preparation_cores       | 0                                                                                                                         | 0                                                                                                                         |
 |  date                         | 2025-06-06 14:41:54                                                                                                       | 2025-06-08 08:40:58                                                                                                       |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                   | None                                                                                                                      |
 |  max_duration                 | 60000000000                                                                                                               | 60000000000                                                                                                               |
 |  max_runs                     | 50                                                                                                                        | 50                                                                                                                        |
 |  time_unit                    | ns                                                                                                                        | ns                                                                                                                        |
 |  using_scheduler              | True                                                                                                                      | True                                                                                                                      |
 |  utilized_cores_per_numa_node | [64]                                                                                                                      | [64]                                                                                                                      |
 |  verify                       | False                                                                                                                     | False                                                                                                                     |
 |  warmup_duration              | 1000000000                                                                                                                | 1000000000                                                                                                                |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | 10a     ||    39.83 |    38.16 |   -4%˄ ||    25.08 |    26.18 |   +4%˄ | (run time too short) |
+| 10b     ||    18.33 |    17.36 |   -5%˄ ||    54.46 |    57.50 |   +6%˄ | (run time too short) |
+| 10c     ||   120.65 |   107.88 |  -11%˄ ||     8.29 |     9.27 |  +12%˄ | (run time too short) |
 | 11a     ||    10.54 |    10.71 |   +2%˄ ||    94.59 |    93.03 |   -2%˄ | (run time too short) |
 | 11b     ||     8.37 |     8.62 |   +3%˄ ||   119.00 |   115.52 |   -3%˄ | (run time too short) |
 | 11c     ||    23.23 |    24.03 |   +3%˄ ||    42.98 |    41.56 |   -3%˄ | (run time too short) |
 | 11d     ||    27.18 |    27.68 |   +2%˄ ||    36.74 |    36.09 |   -2%˄ | (run time too short) |
 | 12a     ||    21.55 |    20.82 |   -3%˄ ||    46.32 |    47.96 |   +4%˄ | (run time too short) |
-| 12b     ||    12.03 |    12.65 |   +5%˄ ||    82.86 |    78.78 |   -5%˄ | (run time too short) |
 | 12c     ||    51.14 |    49.90 |   -2%˄ ||    19.54 |    20.02 |   +2%˄ | (run time too short) |
 | 13a     ||   134.71 |   129.92 |   -4%˄ ||     7.42 |     7.69 |   +4%˄ | (run time too short) |
 | 13b     ||    96.71 |    95.06 |   -2%˄ ||    10.34 |    10.52 |   +2%˄ | (run time too short) |
-| 13c     ||    15.59 |    16.60 |   +7%˄ ||    63.99 |    60.09 |   -6%˄ | (run time too short) |
 | 13d     ||   372.34 |   365.58 |   -2%˄ ||     2.69 |     2.74 |   +2%˄ | (run time too short) |
 | 14a     ||    57.08 |    56.13 |   -2%˄ ||    17.51 |    17.80 |   +2%˄ | (run time too short) |
 | 14b     ||    72.00 |    72.25 |   +0%˄ ||    13.88 |    13.83 |   -0%˄ | (run time too short) |
 | 14c     ||   118.28 |   114.50 |   -3%˄ ||     8.45 |     8.73 |   +3%˄ | (run time too short) |
 | 15a     ||    30.30 |    29.57 |   -2%˄ ||    32.97 |    33.78 |   +2%˄ | (run time too short) |
 | 15b     ||    24.94 |    25.12 |   +1%˄ ||    40.03 |    39.75 |   -1%˄ | (run time too short) |
 | 15c     ||    23.12 |    22.28 |   -4%˄ ||    43.18 |    44.81 |   +4%˄ | (run time too short) |
 | 15d     ||    28.99 |    27.86 |   -4%˄ ||    34.45 |    35.85 |   +4%˄ | (run time too short) |
+| 16a     ||   846.11 |   766.78 |   -9%˄ ||     1.18 |     1.30 |  +10%˄ | (run time too short) |
+| 16b     ||  2054.41 |  1959.82 |   -5%  ||     0.48 |     0.50 |   +3%  | (run time too short) |
+| 16c     ||  1005.65 |   925.91 |   -8%˄ ||     0.99 |     1.08 |   +9%˄ | (run time too short) |
+| 16d     ||   967.56 |   888.33 |   -8%˄ ||     1.03 |     1.13 |   +9%˄ | (run time too short) |
 | 17a     ||   187.95 |   182.84 |   -3%˄ ||     5.32 |     5.47 |   +3%˄ | (run time too short) |
 | 17b     ||   155.80 |   153.74 |   -1%˄ ||     6.42 |     6.50 |   +1%˄ | (run time too short) |
 | 17c     ||   128.35 |   131.05 |   +2%˄ ||     7.79 |     7.63 |   -2%˄ | (run time too short) |
 | 17d     ||   126.57 |   122.82 |   -3%˄ ||     7.90 |     8.14 |   +3%˄ | (run time too short) |
+| 17e     ||   846.50 |   791.35 |   -7%˄ ||     1.18 |     1.26 |   +7%˄ | (run time too short) |
 | 17f     ||   322.94 |   313.02 |   -3%˄ ||     3.10 |     3.19 |   +3%˄ | (run time too short) |
 | 18a     ||    52.67 |    51.72 |   -2%˄ ||    18.97 |    19.32 |   +2%˄ | (run time too short) |
 | 18b     ||    50.23 |    49.19 |   -2%˄ ||    19.89 |    20.31 |   +2%˄ | (run time too short) |
 | 18c     ||    99.03 |    99.40 |   +0%˄ ||    10.09 |    10.06 |   -0%˄ | (run time too short) |
 | 19a     ||   100.42 |    98.76 |   -2%˄ ||     9.95 |    10.12 |   +2%˄ | (run time too short) |
 | 19b     ||    62.93 |    61.03 |   -3%˄ ||    15.88 |    16.38 |   +3%˄ | (run time too short) |
 | 19c     ||   113.80 |   113.06 |   -1%˄ ||     8.78 |     8.84 |   +1%˄ | (run time too short) |
 | 19d     ||   520.87 |   513.48 |   -1%˄ ||     1.92 |     1.95 |   +1%˄ | (run time too short) |
 | 1a      ||     6.36 |     6.49 |   +2%˄ ||   156.53 |   153.39 |   -2%˄ | (run time too short) |
-| 1b      ||     4.48 |     7.48 |  +67%˄ ||   221.24 |   133.01 |  -40%˄ | (run time too short) |
-| 1c      ||     4.00 |     5.00 |  +25%˄ ||   247.71 |   198.54 |  -20%˄ | (run time too short) |
 | 1d      ||     5.02 |     5.21 |   +4%˄ ||   198.07 |   190.94 |   -4%˄ | (run time too short) |
 | 20a     ||    83.48 |    83.38 |   -0%˄ ||    11.97 |    11.99 |   +0%˄ | (run time too short) |
 | 20b     ||    72.40 |    73.96 |   +2%˄ ||    13.81 |    13.51 |   -2%˄ | (run time too short) |
+| 20c     ||    79.82 |    75.95 |   -5%˄ ||    12.52 |    13.16 |   +5%˄ | (run time too short) |
 | 21a     ||    16.66 |    16.57 |   -1%˄ ||    59.89 |    60.21 |   +1%˄ | (run time too short) |
 | 21b     ||    15.15 |    15.12 |   -0%˄ ||    65.86 |    65.98 |   +0%˄ | (run time too short) |
 | 21c     ||    18.69 |    18.29 |   -2%˄ ||    53.39 |    54.55 |   +2%˄ | (run time too short) |
 | 22a     ||    73.07 |    72.46 |   -1%˄ ||    13.68 |    13.79 |   +1%˄ | (run time too short) |
 | 22b     ||    54.81 |    53.37 |   -3%˄ ||    18.23 |    18.72 |   +3%˄ | (run time too short) |
+| 22c     ||   123.41 |   118.02 |   -4%˄ ||     8.10 |     8.47 |   +5%˄ | (run time too short) |
+| 22d     ||   223.78 |   212.94 |   -5%˄ ||     4.47 |     4.70 |   +5%˄ | (run time too short) |
 | 23a     ||    16.50 |    16.09 |   -2%˄ ||    60.47 |    62.01 |   +3%˄ | (run time too short) |
 | 23b     ||    27.03 |    26.53 |   -2%˄ ||    36.94 |    37.64 |   +2%˄ | (run time too short) |
 | 23c     ||    18.76 |    18.48 |   -2%˄ ||    53.19 |    54.02 |   +2%˄ | (run time too short) |
 | 24a     ||    60.07 |    59.90 |   -0%˄ ||    16.63 |    16.68 |   +0%˄ | (run time too short) |
 | 24b     ||    60.36 |    59.91 |   -1%˄ ||    16.55 |    16.68 |   +1%˄ | (run time too short) |
 | 25a     ||    57.48 |    55.89 |   -3%˄ ||    17.38 |    17.88 |   +3%˄ | (run time too short) |
 | 25b     ||    32.64 |    32.14 |   -2%˄ ||    30.60 |    31.08 |   +2%˄ | (run time too short) |
 | 25c     ||   157.31 |   152.13 |   -3%˄ ||     6.36 |     6.57 |   +3%˄ | (run time too short) |
+| 26a     ||    86.84 |    80.31 |   -8%˄ ||    11.51 |    12.45 |   +8%˄ | (run time too short) |
+| 26b     ||    64.08 |    57.52 |  -10%˄ ||    15.59 |    17.37 |  +11%˄ | (run time too short) |
+| 26c     ||   131.43 |   119.70 |   -9%˄ ||     7.61 |     8.35 |  +10%˄ | (run time too short) |
 | 27a     ||    19.60 |    19.49 |   -1%˄ ||    50.93 |    51.22 |   +1%˄ | (run time too short) |
 | 27b     ||    18.21 |    18.30 |   +0%˄ ||    54.80 |    54.55 |   -0%˄ | (run time too short) |
 | 27c     ||    18.26 |    18.04 |   -1%˄ ||    54.65 |    55.33 |   +1%˄ | (run time too short) |
 | 28a     ||   126.69 |   124.61 |   -2%˄ ||     7.89 |     8.02 |   +2%˄ | (run time too short) |
 | 28b     ||    27.56 |    27.11 |   -2%˄ ||    36.24 |    36.83 |   +2%˄ | (run time too short) |
 | 28c     ||   105.64 |   102.54 |   -3%˄ ||     9.46 |     9.75 |   +3%˄ | (run time too short) |
 | 29a     ||    52.78 |    53.78 |   +2%˄ ||    18.93 |    18.58 |   -2%˄ | (run time too short) |
 | 29b     ||   133.17 |   134.24 |   +1%˄ ||     7.51 |     7.45 |   -1%˄ | (run time too short) |
 | 29c     ||    65.92 |    66.22 |   +0%˄ ||    15.16 |    15.09 |   -0%˄ | (run time too short) |
 | 2a      ||    22.42 |    22.87 |   +2%˄ ||    44.53 |    43.66 |   -2%˄ | (run time too short) |
 | 2b      ||    19.70 |    19.71 |   +0%˄ ||    50.67 |    50.66 |   -0%˄ | (run time too short) |
 | 2c      ||    13.85 |    14.30 |   +3%˄ ||    72.06 |    69.78 |   -3%˄ | (run time too short) |
+| 2d      ||    52.65 |    47.59 |  -10%˄ ||    18.98 |    21.00 |  +11%˄ | (run time too short) |
 | 30a     ||    48.40 |    47.00 |   -3%˄ ||    20.64 |    21.26 |   +3%˄ | (run time too short) |
 | 30b     ||    37.02 |    36.81 |   -1%˄ ||    26.98 |    27.14 |   +1%˄ | (run time too short) |
 | 30c     ||   115.23 |   112.12 |   -3%˄ ||     8.67 |     8.92 |   +3%˄ | (run time too short) |
 | 31a     ||    38.97 |    37.91 |   -3%˄ ||    25.63 |    26.35 |   +3%˄ | (run time too short) |
 | 31b     ||    34.28 |    33.58 |   -2%˄ ||    29.14 |    29.74 |   +2%˄ | (run time too short) |
 | 31c     ||    43.18 |    41.36 |   -4%˄ ||    23.14 |    24.15 |   +4%˄ | (run time too short) |
-| 32a     ||     6.39 |     6.70 |   +5%˄ ||   155.84 |   148.55 |   -5%˄ | (run time too short) |
 | 32b     ||    28.36 |    29.60 |   +4%˄ ||    35.22 |    33.75 |   -4%˄ | (run time too short) |
-| 33a     ||    10.56 |    13.99 |  +33%˄ ||    94.40 |    71.29 |  -24%˄ | (run time too short) |
-| 33b     ||     8.44 |     9.81 |  +16%˄ ||   117.95 |   101.56 |  -14%˄ | (run time too short) |
-| 33c     ||    18.82 |    20.93 |  +11%˄ ||    53.03 |    47.69 |  -10%˄ | (run time too short) |
+| 3a      ||    38.67 |    32.17 |  -17%˄ ||    25.83 |    31.05 |  +20%˄ | (run time too short) |
 | 3b      ||     6.60 |     6.69 |   +1%˄ ||   150.76 |   148.74 |   -1%˄ | (run time too short) |
 | 3c      ||    71.85 |    70.30 |   -2%˄ ||    13.91 |    14.22 |   +2%˄ | (run time too short) |
 | 4a      ||    69.52 |    66.99 |   -4%˄ ||    14.38 |    14.92 |   +4%˄ | (run time too short) |
-| 4b      ||     5.19 |     5.57 |   +7%˄ ||   191.35 |   178.57 |   -7%˄ | (run time too short) |
 | 4c      ||    86.15 |    84.41 |   -2%˄ ||    11.60 |    11.84 |   +2%˄ | (run time too short) |
 | 5a      ||    24.54 |    24.76 |   +1%˄ ||    40.69 |    40.33 |   -1%˄ | (run time too short) |
 | 5b      ||    20.66 |    20.46 |   -1%˄ ||    48.32 |    48.80 |   +1%˄ | (run time too short) |
 | 5c      ||    48.59 |    48.18 |   -1%˄ ||    20.56 |    20.74 |   +1%˄ | (run time too short) |
+| 6a      ||    29.21 |    24.86 |  -15%˄ ||    34.19 |    40.16 |  +17%˄ | (run time too short) |
+| 6b      ||    50.78 |    45.72 |  -10%˄ ||    19.68 |    21.86 |  +11%˄ | (run time too short) |
+| 6c      ||    26.47 |    23.07 |  -13%˄ ||    37.72 |    43.28 |  +15%˄ | (run time too short) |
 | 6d      ||   129.28 |   128.60 |   -1%˄ ||     7.73 |     7.77 |   +1%˄ | (run time too short) |
+| 6e      ||    28.77 |    24.99 |  -13%˄ ||    34.72 |    39.95 |  +15%˄ | (run time too short) |
 | 6f      ||   479.70 |   470.00 |   -2%˄ ||     2.08 |     2.13 |   +2%˄ | (run time too short) |
 | 7a      ||    27.26 |    28.36 |   +4%˄ ||    36.63 |    35.22 |   -4%˄ | (run time too short) |
 | 7b      ||    25.77 |    26.83 |   +4%˄ ||    38.76 |    37.22 |   -4%˄ | (run time too short) |
 | 7c      ||   257.05 |   261.65 |   +2%˄ ||     3.89 |     3.82 |   -2%˄ | (run time too short) |
 | 8a      ||    41.73 |    40.56 |   -3%˄ ||    23.94 |    24.63 |   +3%˄ | (run time too short) |
 | 8b      ||    40.17 |    39.43 |   -2%˄ ||    24.87 |    25.33 |   +2%˄ | (run time too short) |
 | 8c      ||  1133.53 |  1085.16 |   -4%˄ ||     0.88 |     0.92 |   +4%˄ | (run time too short) |
 | 8d      ||   278.75 |   274.09 |   -2%˄ ||     3.59 |     3.65 |   +2%˄ | (run time too short) |
 | 9a      ||   132.07 |   127.07 |   -4%˄ ||     7.57 |     7.87 |   +4%˄ | (run time too short) |
 | 9b      ||    74.63 |    71.82 |   -4%˄ ||    13.39 |    13.92 |   +4%˄ | (run time too short) |
 | 9c      ||   149.21 |   144.59 |   -3%˄ ||     6.70 |     6.91 |   +3%˄ | (run time too short) |
 | 9d      ||   353.48 |   349.10 |   -1%˄ ||     2.83 |     2.86 |   +1%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 15138.04 | 14521.85 |   -4%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   +1%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -8% || Geometric mean of throughput changes: +8%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_2f72cba186290ca85834639abc0ef6c44b272856_mt.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                    | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                                    |
 |  benchmark_mode               | Shuffled                                                                                                          | Shuffled                                                                                                          |
 |  build_type                   | release                                                                                                           | release                                                                                                           |
 |  chunk_indexes                | False                                                                                                             | False                                                                                                             |
 |  chunk_size                   | 65535                                                                                                             | 65535                                                                                                             |
 |  clients                      | 64                                                                                                                | 64                                                                                                                |
 |  compiler                     | clang 18.1.3                                                                                                      | clang 18.1.3                                                                                                      |
 |  cores                        | 64                                                                                                                | 64                                                                                                                |
 |  data_preparation_cores       | 0                                                                                                                 | 0                                                                                                                 |
 |  date                         | 2025-06-06 14:56:30                                                                                               | 2025-06-08 08:55:08                                                                                               |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                           | None                                                                                                              |
 |  max_duration                 | 1200000000000                                                                                                     | 1200000000000                                                                                                     |
 |  max_runs                     | -1                                                                                                                | -1                                                                                                                |
 |  time_unit                    | ns                                                                                                                | ns                                                                                                                |
 |  using_scheduler              | True                                                                                                              | True                                                                                                              |
 |  utilized_cores_per_numa_node | [64]                                                                                                              | [64]                                                                                                              |
 |  verify                       | False                                                                                                             | False                                                                                                             |
 |  warmup_duration              | 0                                                                                                                 | 0                                                                                                                 |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| 10a     ||   207.30 |   200.53 |   -3%  ||     1.18 |     1.27 |   +8%  |  0.7126 |
+| 10b     ||   146.27 |   133.78 |   -9%  ||     1.18 |     1.27 |   +8%  |  0.4936 |
+| 10c     ||   709.92 |   578.88 |  -18%  ||     1.18 |     1.27 |   +8%  |  0.0000 |
+| 11a     ||    90.30 |    81.98 |   -9%  ||     1.18 |     1.27 |   +8%  |  0.5149 |
+| 11b     ||    77.36 |    76.56 |   -1%  ||     1.18 |     1.27 |   +8%  |  0.9378 |
+| 11c     ||   125.80 |   128.92 |   +2%  ||     1.18 |     1.27 |   +8%  |  0.7976 |
+| 11d     ||    95.39 |    80.39 |  -16%  ||     1.18 |     1.27 |   +8%  |  0.0917 |
+| 12a     ||   161.32 |   162.08 |   +0%  ||     1.18 |     1.27 |   +8%  |  0.9572 |
+| 12b     ||    86.09 |    74.28 |  -14%  ||     1.18 |     1.27 |   +8%  |  0.2779 |
+| 12c     ||   396.66 |   332.30 |  -16%  ||     1.18 |     1.27 |   +8%  |  0.0082 |
+| 13a     ||   541.77 |   478.30 |  -12%  ||     1.18 |     1.27 |   +8%  |  0.0163 |
+| 13b     ||   366.20 |   340.58 |   -7%  ||     1.18 |     1.27 |   +8%  |  0.2752 |
+| 13c     ||    90.68 |    93.32 |   +3%  ||     1.18 |     1.27 |   +8%  |  0.8127 |
+| 13d     ||   941.54 |   894.26 |   -5%  ||     1.18 |     1.27 |   +8%  |  0.0959 |
+| 14a     ||   441.14 |   407.11 |   -8%  ||     1.18 |     1.27 |   +8%  |  0.1844 |
+| 14b     ||   486.85 |   438.01 |  -10%  ||     1.18 |     1.27 |   +8%  |  0.0846 |
+| 14c     ||   656.58 |   591.87 |  -10%  ||     1.18 |     1.27 |   +8%  |  0.0322 |
+| 15a     ||   129.97 |   123.51 |   -5%  ||     1.18 |     1.27 |   +8%  |  0.6134 |
+| 15b     ||   119.85 |   117.75 |   -2%  ||     1.18 |     1.27 |   +8%  |  0.8632 |
+| 15c     ||   139.26 |   140.83 |   +1%  ||     1.18 |     1.27 |   +8%  |  0.9119 |
+| 15d     ||   159.80 |   141.54 |  -11%  ||     1.18 |     1.27 |   +8%  |  0.1788 |
+| 16a     ||  1796.01 |  1623.85 |  -10%  ||     1.18 |     1.27 |   +8%  |  0.0000 |
+| 16b     ||  3316.65 |  3079.23 |   -7%  ||     1.17 |     1.27 |   +8%  |  0.0000 |
+| 16c     ||  1990.67 |  1860.30 |   -7%  ||     1.18 |     1.27 |   +8%  |  0.0010 |
+| 16d     ||  1981.54 |  1804.90 |   -9%  ||     1.18 |     1.27 |   +8%  |  0.0000 |
+| 17a     ||   925.80 |   848.60 |   -8%  ||     1.18 |     1.27 |   +8%  |  0.0309 |
+| 17b     ||   711.79 |   623.05 |  -12%  ||     1.18 |     1.27 |   +8%  |  0.0038 |
+| 17c     ||   640.32 |   548.32 |  -14%  ||     1.18 |     1.27 |   +8%  |  0.0024 |
+| 17d     ||   607.26 |   547.33 |  -10%  ||     1.18 |     1.27 |   +8%  |  0.0248 |
+| 17e     ||  1770.67 |  1674.66 |   -5%  ||     1.18 |     1.27 |   +8%  |  0.0082 |
+| 17f     ||  1228.37 |  1107.58 |  -10%  ||     1.18 |     1.27 |   +8%  |  0.0009 |
+| 18a     ||   274.17 |   232.66 |  -15%  ||     1.18 |     1.27 |   +8%  |  0.0187 |
+| 18b     ||   433.79 |   390.78 |  -10%  ||     1.18 |     1.27 |   +8%  |  0.1239 |
+| 18c     ||   679.02 |   622.60 |   -8%  ||     1.18 |     1.27 |   +8%  |  0.0977 |
+| 19a     ||   569.58 |   576.03 |   +1%  ||     1.18 |     1.27 |   +8%  |  0.8375 |
+| 19b     ||   434.99 |   423.32 |   -3%  ||     1.18 |     1.27 |   +8%  |  0.6710 |
+| 19c     ||   676.73 |   638.64 |   -6%  ||     1.18 |     1.27 |   +8%  |  0.2949 |
+| 19d     ||  1445.51 |  1384.81 |   -4%  ||     1.18 |     1.27 |   +8%  |  0.1141 |
+| 1a      ||    38.64 |    34.87 |  -10%  ||     1.18 |     1.27 |   +8%  |  0.4147 |
+| 1b      ||    48.16 |    49.22 |   +2%  ||     1.18 |     1.27 |   +8%  |  0.8907 |
+| 1c      ||    68.71 |    52.59 |  -23%  ||     1.18 |     1.27 |   +8%  |  0.0847 |
+| 1d      ||    40.25 |    34.21 |  -15%  ||     1.18 |     1.27 |   +8%  |  0.4463 |
+| 20a     ||   488.60 |   424.68 |  -13%  ||     1.18 |     1.27 |   +8%  |  0.0155 |
+| 20b     ||   427.24 |   407.97 |   -5%  ||     1.18 |     1.27 |   +8%  |  0.4578 |
+| 20c     ||   423.66 |   340.83 |  -20%  ||     1.18 |     1.27 |   +8%  |  0.0003 |
+| 21a     ||   187.68 |   206.51 |  +10%  ||     1.18 |     1.27 |   +8%  |  0.3772 |
+| 21b     ||   133.19 |   124.69 |   -6%  ||     1.18 |     1.27 |   +8%  |  0.5153 |
+| 21c     ||   228.41 |   188.43 |  -18%  ||     1.18 |     1.27 |   +8%  |  0.0784 |
+| 22a     ||   489.12 |   512.57 |   +5%  ||     1.18 |     1.27 |   +8%  |  0.4161 |
+| 22b     ||   448.85 |   404.25 |  -10%  ||     1.18 |     1.27 |   +8%  |  0.0883 |
+| 22c     ||   715.90 |   678.31 |   -5%  ||     1.18 |     1.27 |   +8%  |  0.2777 |
+| 22d     ||   967.71 |   883.26 |   -9%  ||     1.18 |     1.27 |   +8%  |  0.0193 |
+| 23a     ||   156.52 |   164.24 |   +5%  ||     1.18 |     1.27 |   +8%  |  0.6306 |
+| 23b     ||   135.68 |   145.36 |   +7%  ||     1.18 |     1.27 |   +8%  |  0.5101 |
+| 23c     ||   174.25 |   148.94 |  -15%  ||     1.18 |     1.27 |   +8%  |  0.1033 |
+| 24a     ||   437.08 |   401.41 |   -8%  ||     1.18 |     1.27 |   +8%  |  0.2035 |
+| 24b     ||   315.19 |   322.35 |   +2%  ||     1.18 |     1.27 |   +8%  |  0.7722 |
+| 25a     ||   474.67 |   385.02 |  -19%  ||     1.18 |     1.27 |   +8%  |  0.0033 |
+| 25b     ||   248.57 |   253.15 |   +2%  ||     1.18 |     1.27 |   +8%  |  0.8416 |
+| 25c     ||   966.56 |   855.29 |  -12%  ||     1.18 |     1.27 |   +8%  |  0.0016 |
+| 26a     ||   425.47 |   375.03 |  -12%  ||     1.18 |     1.27 |   +8%  |  0.0197 |
+| 26b     ||   279.03 |   236.94 |  -15%  ||     1.18 |     1.27 |   +8%  |  0.0336 |
+| 26c     ||   655.79 |   603.41 |   -8%  ||     1.18 |     1.27 |   +8%  |  0.0555 |
+| 27a     ||   171.75 |   154.39 |  -10%  ||     1.18 |     1.27 |   +8%  |  0.2339 |
+| 27b     ||   174.04 |   134.37 |  -23%  ||     1.18 |     1.27 |   +8%  |  0.0097 |
+| 27c     ||   200.48 |   194.41 |   -3%  ||     1.18 |     1.27 |   +8%  |  0.7672 |
+| 28a     ||   672.36 |   633.80 |   -6%  ||     1.18 |     1.27 |   +8%  |  0.1556 |
+| 28b     ||   252.00 |   218.80 |  -13%  ||     1.18 |     1.27 |   +8%  |  0.0720 |
+| 28c     ||   696.21 |   633.78 |   -9%  ||     1.18 |     1.27 |   +8%  |  0.0536 |
+| 29a     ||   307.12 |   285.80 |   -7%  ||     1.18 |     1.27 |   +8%  |  0.3830 |
+| 29b     ||   369.39 |   347.78 |   -6%  ||     1.18 |     1.27 |   +8%  |  0.3732 |
+| 29c     ||   401.55 |   328.50 |  -18%  ||     1.18 |     1.27 |   +8%  |  0.0038 |
+| 2a      ||   147.76 |   124.43 |  -16%  ||     1.18 |     1.27 |   +8%  |  0.0612 |
+| 2b      ||   138.11 |   116.53 |  -16%  ||     1.18 |     1.27 |   +8%  |  0.0739 |
+| 2c      ||    90.14 |   111.22 |  +23%  ||     1.18 |     1.27 |   +8%  |  0.1174 |
+| 2d      ||   210.40 |   203.73 |   -3%  ||     1.18 |     1.27 |   +8%  |  0.6422 |
+| 30a     ||   374.76 |   338.00 |  -10%  ||     1.18 |     1.27 |   +8%  |  0.1368 |
+| 30b     ||   316.48 |   330.72 |   +5%  ||     1.18 |     1.27 |   +8%  |  0.5381 |
+| 30c     ||   720.14 |   613.69 |  -15%  ||     1.18 |     1.27 |   +8%  |  0.0016 |
+| 31a     ||   296.20 |   293.71 |   -1%  ||     1.18 |     1.27 |   +8%  |  0.9171 |
+| 31b     ||   261.70 |   257.85 |   -1%  ||     1.18 |     1.27 |   +8%  |  0.8705 |
+| 31c     ||   325.66 |   335.31 |   +3%  ||     1.18 |     1.27 |   +8%  |  0.7039 |
+| 32a     ||    52.34 |    45.41 |  -13%  ||     1.18 |     1.27 |   +8%  |  0.2841 |
+| 32b     ||   161.95 |   161.66 |   -0%  ||     1.18 |     1.27 |   +8%  |  0.9839 |
+| 33a     ||   138.99 |   126.21 |   -9%  ||     1.18 |     1.27 |   +8%  |  0.5115 |
+| 33b     ||    75.18 |    88.15 |  +17%  ||     1.18 |     1.27 |   +8%  |  0.2120 |
+| 33c     ||   153.11 |   153.69 |   +0%  ||     1.18 |     1.27 |   +8%  |  0.9706 |
+| 3a      ||   321.56 |   277.32 |  -14%  ||     1.18 |     1.27 |   +8%  |  0.0708 |
+| 3b      ||    75.63 |    75.93 |   +0%  ||     1.18 |     1.27 |   +8%  |  0.9801 |
+| 3c      ||   487.07 |   446.32 |   -8%  ||     1.18 |     1.27 |   +8%  |  0.1588 |
+| 4a      ||   297.69 |   278.22 |   -7%  ||     1.18 |     1.27 |   +8%  |  0.3162 |
+| 4b      ||    57.29 |    64.12 |  +12%  ||     1.18 |     1.27 |   +8%  |  0.4177 |
+| 4c      ||   298.11 |   325.71 |   +9%  ||     1.18 |     1.27 |   +8%  |  0.1677 |
+| 5a      ||   249.90 |   232.98 |   -7%  ||     1.18 |     1.27 |   +8%  |  0.4334 |
+| 5b      ||   159.53 |   157.51 |   -1%  ||     1.18 |     1.27 |   +8%  |  0.9010 |
+| 5c      ||   351.50 |   334.90 |   -5%  ||     1.18 |     1.27 |   +8%  |  0.5392 |
+| 6a      ||   161.91 |   130.76 |  -19%  ||     1.18 |     1.27 |   +8%  |  0.0442 |
+| 6b      ||   229.00 |   197.67 |  -14%  ||     1.18 |     1.27 |   +8%  |  0.0803 |
+| 6c      ||   120.14 |   115.96 |   -3%  ||     1.18 |     1.27 |   +8%  |  0.7347 |
+| 6d      ||   573.43 |   547.91 |   -4%  ||     1.18 |     1.27 |   +8%  |  0.3458 |
+| 6e      ||   154.70 |   126.10 |  -18%  ||     1.18 |     1.27 |   +8%  |  0.0491 |
+| 6f      ||  1253.69 |  1204.33 |   -4%  ||     1.18 |     1.27 |   +8%  |  0.1206 |
+| 7a      ||   165.54 |   179.53 |   +8%  ||     1.18 |     1.27 |   +8%  |  0.4540 |
+| 7b      ||   167.67 |   138.76 |  -17%  ||     1.18 |     1.27 |   +8%  |  0.0692 |
+| 7c      ||  1073.04 |   996.08 |   -7%  ||     1.18 |     1.27 |   +8%  |  0.0143 |
+| 8a      ||   218.28 |   192.05 |  -12%  ||     1.18 |     1.27 |   +8%  |  0.1785 |
+| 8b      ||   160.39 |   139.82 |  -13%  ||     1.18 |     1.27 |   +8%  |  0.2924 |
+| 8c      ||  2396.25 |  2238.74 |   -7%  ||     1.18 |     1.27 |   +8%  |  0.0002 |
+| 8d      ||   891.97 |   892.44 |   +0%  ||     1.18 |     1.27 |   +8%  |  0.9867 |
+| 9a      ||   709.94 |   627.14 |  -12%  ||     1.18 |     1.27 |   +8%  |  0.0079 |
+| 9b      ||   379.06 |   345.10 |   -9%  ||     1.18 |     1.27 |   +8%  |  0.0852 |
+| 9c      ||   810.26 |   742.47 |   -8%  ||     1.18 |     1.27 |   +8%  |  0.0445 |
+| 9d      ||  1152.33 |  1088.04 |   -6%  ||     1.18 |     1.27 |   +8%  |  0.0648 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 54251.56 | 50164.83 |   -8%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   +8%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkStarSchema - single-threaded

Sum of avg. item runtimes: +8% || Geometric mean of throughput changes: -12%
Configuration Overview - click to expand
 +Configuration Overview---+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_2f72cba186290ca85834639abc0ef6c44b272856_st.json |
 +-------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                     | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                                     |
 |  benchmark_mode         | Ordered                                                                                                            | Ordered                                                                                                            |
 |  build_type             | release                                                                                                            | release                                                                                                            |
 |  chunk_indexes          | False                                                                                                              | False                                                                                                              |
 |  chunk_size             | 65535                                                                                                              | 65535                                                                                                              |
 |  clients                | 1                                                                                                                  | 1                                                                                                                  |
 |  compiler               | clang 18.1.3                                                                                                       | clang 18.1.3                                                                                                       |
 |  cores                  | 0                                                                                                                  | 0                                                                                                                  |
 |  data_preparation_cores | 0                                                                                                                  | 0                                                                                                                  |
 |  date                   | 2025-06-06 15:16:50                                                                                                | 2025-06-08 09:15:30                                                                                                |
-| ≠encoding               | {'default': {'encoding': 'Dictionary'}}                                                                            | None                                                                                                               |
 |  max_duration           | 60000000000                                                                                                        | 60000000000                                                                                                        |
 |  max_runs               | 50                                                                                                                 | 50                                                                                                                 |
 |  scale_factor           | 10.0                                                                                                               | 10.0                                                                                                               |
 |  time_unit              | ns                                                                                                                 | ns                                                                                                                 |
 |  using_scheduler        | False                                                                                                              | False                                                                                                              |
 |  verify                 | False                                                                                                              | False                                                                                                              |
 |  warmup_duration        | 1000000000                                                                                                         | 1000000000                                                                                                         |
 +-------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |     new |        ||      old |      new |        |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
-| 1.1     ||   418.70 |  600.06 |  +43%˄ ||     2.39 |     1.67 |  -30%˄ | (run time too short) |
-| 1.2     ||   231.42 |  652.42 | +182%˄ ||     4.32 |     1.53 |  -65%˄ | (run time too short) |
-| 1.3     ||   226.28 |  657.15 | +190%˄ ||     4.42 |     1.52 |  -66%˄ | (run time too short) |
+| 2.1     ||   512.39 |  411.96 |  -20%˄ ||     1.95 |     2.43 |  +24%˄ | (run time too short) |
+| 2.2     ||   279.38 |  208.45 |  -25%˄ ||     3.58 |     4.80 |  +34%˄ | (run time too short) |
+| 2.3     ||   175.89 |  123.18 |  -30%˄ ||     5.69 |     8.12 |  +43%˄ | (run time too short) |
 | 3.1     ||  2621.47 | 2646.51 |   +1%  ||     0.37 |     0.37 |   +0%  | (run time too short) |
+| 3.2     ||   286.32 |  266.16 |   -7%˄ ||     3.49 |     3.76 |   +8%˄ | (run time too short) |
-| 3.3     ||   117.36 |  127.31 |   +8%˄ ||     8.52 |     7.85 |   -8%˄ | (run time too short) |
-| 3.4     ||   110.91 |  124.55 |  +12%˄ ||     9.02 |     8.03 |  -11%˄ | (run time too short) |
+| 4.1     ||  2454.42 | 2341.40 |   -5%  ||     0.40 |     0.42 |   +4%  | (run time too short) |
 | 4.2     ||   778.59 |  746.20 |   -4%˄ ||     1.28 |     1.34 |   +4%˄ | (run time too short) |
 | 4.3     ||   214.97 |  212.05 |   -1%˄ ||     4.65 |     4.72 |   +1%˄ | (run time too short) |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
-| Sum     ||  8428.10 | 9117.39 |   +8%  ||          |          |        |                      |
-| Geomean ||          |         |        ||          |          |  -12%  |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                        |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: +2% || Geometric mean of throughput changes: -9%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_ordered.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_2f72cba186290ca85834639abc0ef6c44b272856_mt_ordered.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                             | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                                             |
 |  benchmark_mode               | Ordered                                                                                                                    | Ordered                                                                                                                    |
 |  build_type                   | release                                                                                                                    | release                                                                                                                    |
 |  chunk_indexes                | False                                                                                                                      | False                                                                                                                      |
 |  chunk_size                   | 65535                                                                                                                      | 65535                                                                                                                      |
 |  clients                      | 1                                                                                                                          | 1                                                                                                                          |
 |  compiler                     | clang 18.1.3                                                                                                               | clang 18.1.3                                                                                                               |
 |  cores                        | 64                                                                                                                         | 64                                                                                                                         |
 |  data_preparation_cores       | 0                                                                                                                          | 0                                                                                                                          |
 |  date                         | 2025-06-06 15:25:47                                                                                                        | 2025-06-08 09:21:37                                                                                                        |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                    | None                                                                                                                       |
 |  max_duration                 | 60000000000                                                                                                                | 60000000000                                                                                                                |
 |  max_runs                     | 50                                                                                                                         | 50                                                                                                                         |
 |  scale_factor                 | 10.0                                                                                                                       | 10.0                                                                                                                       |
 |  time_unit                    | ns                                                                                                                         | ns                                                                                                                         |
 |  using_scheduler              | True                                                                                                                       | True                                                                                                                       |
 |  utilized_cores_per_numa_node | [64]                                                                                                                       | [64]                                                                                                                       |
 |  verify                       | False                                                                                                                      | False                                                                                                                      |
 |  warmup_duration              | 1000000000                                                                                                                 | 1000000000                                                                                                                 |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |     new |        ||      old |      new |        |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
-| 1.1     ||   127.14 |  164.39 |  +29%˄ ||     7.86 |     6.08 |  -23%˄ | (run time too short) |
-| 1.2     ||    83.90 |  164.05 |  +96%˄ ||    11.91 |     6.09 |  -49%˄ | (run time too short) |
-| 1.3     ||    80.81 |  162.01 | +100%˄ ||    12.37 |     6.17 |  -50%˄ | (run time too short) |
+| 2.1     ||   329.47 |  305.14 |   -7%˄ ||     3.03 |     3.28 |   +8%˄ | (run time too short) |
+| 2.2     ||   156.14 |  148.74 |   -5%˄ ||     6.40 |     6.72 |   +5%˄ | (run time too short) |
+| 2.3     ||    63.94 |   52.44 |  -18%˄ ||    15.63 |    19.05 |  +22%˄ | (run time too short) |
+| 3.1     ||   805.70 |  748.71 |   -7%˄ ||     1.24 |     1.34 |   +8%˄ | (run time too short) |
+| 3.2     ||   150.06 |  141.68 |   -6%˄ ||     6.66 |     7.06 |   +6%˄ | (run time too short) |
 | 3.3     ||    77.71 |   77.54 |   -0%˄ ||    12.86 |    12.89 |   +0%˄ | (run time too short) |
 | 3.4     ||    69.96 |   71.72 |   +3%˄ ||    14.29 |    13.94 |   -2%˄ | (run time too short) |
+| 4.1     ||   867.68 |  824.43 |   -5%˄ ||     1.15 |     1.21 |   +5%˄ | (run time too short) |
 | 4.2     ||   348.80 |  349.17 |   +0%˄ ||     2.87 |     2.86 |   -0%˄ | (run time too short) |
 | 4.3     ||   111.56 |  113.33 |   +2%˄ ||     8.96 |     8.82 |   -2%˄ | (run time too short) |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum     ||  3272.85 | 3323.36 |   +2%  ||          |          |        |                      |
-| Geomean ||          |         |        ||          |          |   -9%  |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                        |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -5% || Geometric mean of throughput changes: +5%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_2f72cba186290ca85834639abc0ef6c44b272856_mt.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                     | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                                     |
 |  benchmark_mode               | Shuffled                                                                                                           | Shuffled                                                                                                           |
 |  build_type                   | release                                                                                                            | release                                                                                                            |
 |  chunk_indexes                | False                                                                                                              | False                                                                                                              |
 |  chunk_size                   | 65535                                                                                                              | 65535                                                                                                              |
 |  clients                      | 64                                                                                                                 | 64                                                                                                                 |
 |  compiler                     | clang 18.1.3                                                                                                       | clang 18.1.3                                                                                                       |
 |  cores                        | 64                                                                                    
F41A
                             | 64                                                                                                                 |
 |  data_preparation_cores       | 0                                                                                                                  | 0                                                                                                                  |
 |  date                         | 2025-06-06 15:29:06                                                                                                | 2025-06-08 09:25:01                                                                                                |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                            | None                                                                                                               |
 |  max_duration                 | 1200000000000                                                                                                      | 1200000000000                                                                                                      |
 |  max_runs                     | -1                                                                                                                 | -1                                                                                                                 |
 |  scale_factor                 | 10.0                                                                                                               | 10.0                                                                                                               |
 |  time_unit                    | ns                                                                                                                 | ns                                                                                                                 |
 |  using_scheduler              | True                                                                                                               | True                                                                                                               |
 |  utilized_cores_per_numa_node | [64]                                                                                                               | [64]                                                                                                               |
 |  verify                       | False                                                                                                              | False                                                                                                              |
 |  warmup_duration              | 0                                                                                                                  | 0                                                                                                                  |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| 1.1     ||   844.00 |   892.35 |   +6%  ||     3.74 |     3.94 |   +5%  |  0.0153 |
+| 1.2     ||   463.76 |   540.67 |  +17%  ||     3.74 |     3.95 |   +6%  |  0.0000 |
+| 1.3     ||   421.70 |   545.56 |  +29%  ||     3.74 |     3.95 |   +6%  |  0.0000 |
+| 2.1     ||  2110.74 |  1906.59 |  -10%  ||     3.74 |     3.94 |   +5%  |  0.0000 |
+| 2.2     ||  1110.95 |   927.58 |  -17%  ||     3.74 |     3.94 |   +6%  |  0.0000 |
+| 2.3     ||   382.51 |   299.49 |  -22%  ||     3.74 |     3.95 |   +5%  |  0.0000 |
+| 3.1     ||  3280.39 |  3171.10 |   -3%  ||     3.73 |     3.94 |   +6%  |  0.0009 |
+| 3.2     ||   978.05 |   889.23 |   -9%  ||     3.74 |     3.94 |   +5%  |  0.0000 |
+| 3.3     ||   474.81 |   454.34 |   -4%  ||     3.74 |     3.94 |   +5%  |  0.1897 |
+| 3.4     ||   466.32 |   433.25 |   -7%  ||     3.74 |     3.94 |   +5%  |  0.0325 |
+| 4.1     ||  3310.98 |  3098.09 |   -6%  ||     3.73 |     3.94 |   +6%  |  0.0000 |
+| 4.2     ||  2493.69 |  2349.66 |   -6%  ||     3.73 |     3.94 |   +5%  |  0.0000 |
+| 4.3     ||   752.92 |   695.78 |   -8%  ||     3.74 |     3.94 |   +5%  |  0.0036 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 17090.81 | 16203.70 |   -5%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   +5%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

@Bouncner
Copy link
Collaborator

Master vs. PR (all:Un or Dict)

SegmentEncodingSpec auto_select_segment_encoding_spec(const DataType& type, const bool segment_values_are_unique) {
  switch (type) {
    case DataType::Int:
    case DataType::String:
    case DataType::Long:
    case DataType::Double:
    case DataType::Float:
      if (segment_values_are_unique) {
        return SegmentEncodingSpec{EncodingType::Unencoded};
      } else {
        return SegmentEncodingSpec{EncodingType::Dictionary};
      }
    default:
      Fail("Unknown DataType when trying to select encoding for column.");
  }
}

System

cx17 - click to expand
property value
Hostname cx17
CPU AMD EPYC 7742 64-Core Processor
Memory 179GB
numactl nodebind: 0 1
numactl membind: 0 1

Commit Info and Build Time

commit date message build time
0bcfa02 04.06.2025 17:08 Concurrency control and utilities for (key) constraints of a table (#2699) real 566.54 user 3107.00 sys 93.09
bb1319be1 07.06.2025 12:20 No FSDict an no FoR real 560.19 user 3088.19 sys 88.76

hyriseBenchmarkTPCH - single-threaded, SF 10.0

Sum of avg. item runtimes: -11% || Geometric mean of throughput changes: +6%
Configuration Overview - click to expand
 +Configuration Overview----+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter                | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_bb1319be18bfe505d05247307f454accd4e27f5d_st.json |
 +--------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                               | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                               |
 |  benchmark_mode          | Ordered                                                                                                      | Ordered                                                                                                      |
 |  build_type              | release                                                                                                      | release                                                                                                      |
 |  chunk_indexes           | False                                                                                                        | False                                                                                                        |
 |  chunk_size              | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                 | 1                                                                                                            | 1                                                                                                            |
 |  clustering              | None                                                                                                         | None                                                                                                         |
 |  compiler                | clang 18.1.3                                                                                                 | clang 18.1.3                                                                                                 |
 |  cores                   | 0                                                                                                            | 0                                                                                                            |
 |  data_preparation_cores  | 0                                                                                                            | 0                                                                                                            |
 |  date                    | 2025-06-06 12:04:57                                                                                          | 2025-06-07 20:55:39                                                                                          |
-| ≠encoding                | {'default': {'encoding': 'Dictionary'}}                                                                      | None                                                                                                         |
 |  max_duration            | 60000000000                                                                                                  | 60000000000                                                                                                  |
 |  max_runs                | 50                                                                                                           | 50                                                                                                           |
 |  scale_factor            | 10.0                                                                                                         | 10.0                                                                                                         |
 |  time_unit               | ns                                                                                                           | ns                                                                                                           |
 |  use_prepared_statements | False                                                                                                        | False                                                                                                        |
 |  using_scheduler         | False                                                                                                        | False                                                                                                        |
 |  verify                  | False                                                                                                        | False                                                                                                        |
 |  warmup_duration         | 1000000000                                                                                                   | 1000000000                                                                                                   |
 +--------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |      new |        ||      old |      new |        |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
-| TPC-H 01 ||  5528.68 |  5856.19 |   +6%  ||     0.17 |     0.17 |   +0%  | (run time too short) |
+| TPC-H 02 ||    40.56 |    33.07 |  -18%˄ ||    24.66 |    30.23 |  +23%˄ | (run time too short) |
 | TPC-H 03 ||  1263.52 |  1262.31 |   -0%  ||     0.78 |     0.78 |   +0%  |               0.8362 |
 | TPC-H 04 ||  1382.00 |  1363.76 |   -1%  ||     0.72 |     0.72 |   +0%  | (run time too short) |
 | TPC-H 05 ||  2273.47 |  2177.74 |   -4%  ||     0.43 |     0.45 |   +4%  | (run time too short) |
 | TPC-H 06 ||   170.52 |   171.02 |   +0%˄ ||     5.86 |     5.85 |   -0%˄ | (run time too short) |
 | TPC-H 07 ||   703.81 |   714.46 |   +2%˄ ||     1.42 |     1.40 |   -1%˄ | (run time too short) |
 | TPC-H 08 ||   537.71 |   519.43 |   -3%˄ ||     1.86 |     1.93 |   +4%˄ | (run time too short) |
+| TPC-H 09 ||  6533.99 |  5882.93 |  -10%  ||     0.15 |     0.17 |  +11%  | (run time too short) |
+| TPC-H 10 ||  1386.61 |  1313.39 |   -5%  ||     0.72 |     0.75 |   +5%  |               0.0000 |
 | TPC-H 11 ||    50.89 |    50.41 |   -1%˄ ||    19.65 |    19.84 |   +1%˄ | (run time too short) |
+| TPC-H 12 ||   942.18 |   859.78 |   -9%˄ ||     1.06 |     1.16 |  +10%˄ | (run time too short) |
+| TPC-H 13 ||  7360.10 |  4319.93 |  -41%  ||     0.13 |     0.22 |  +62%  | (run time too short) |
 | TPC-H 14 ||   492.69 |   472.15 |   -4%˄ ||     2.03 |     2.12 |   +4%˄ | (run time too short) |
+| TPC-H 15 ||   183.11 |   173.40 |   -5%˄ ||     5.46 |     5.77 |   +6%˄ | (run time too short) |
+| TPC-H 16 ||   530.69 |   503.09 |   -5%˄ ||     1.88 |     1.99 |   +5%˄ | (run time too short) |
+| TPC-H 17 ||   220.02 |   210.52 |   -4%˄ ||     4.55 |     4.75 |   +5%˄ | (run time too short) |
 | TPC-H 18 ||  1568.85 |  1606.67 |   +2%  ||     0.63 |     0.62 |   -3%  |               0.1073 |
 | TPC-H 19 ||   230.76 |   234.14 |   +1%˄ ||     4.33 |     4.27 |   -1%˄ | (run time too short) |
+| TPC-H 20 ||   392.62 |   363.49 |   -7%˄ ||     2.55 |     2.75 |   +8%˄ | (run time too short) |
+| TPC-H 21 ||  4267.09 |  3814.60 |  -11%  ||     0.23 |     0.25 |   +7%  | (run time too short) |
 | TPC-H 22 ||   482.40 |   472.58 |   -2%˄ ||     2.07 |     2.12 |   +2%˄ | (run time too short) |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum      || 36542.26 | 32375.04 |  -11%  ||          |          |        |                      |
+| Geomean  ||          |          |        ||          |          |   +6%  |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                         |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - single-threaded, SF 0.01

Sum of avg. item runtimes: +0% || Geometric mean of throughput changes: -0%
Configuration Overview - click to expand
 +Configuration Overview----+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 | Parameter                | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st_s01.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_bb1319be18bfe505d05247307f454accd4e27f5d_st_s01.json |
 +--------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                   | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                                   |
 |  benchmark_mode          | Ordered                                                                                                          | Ordered                                                                                                          |
 |  build_type              | release                                                                                                          | release                                                                                                          |
 |  chunk_indexes           | False                                                                                                            | False                                                                                                            |
 |  chunk_size              | 65535                                                                                                            | 65535                                                                                                            |
 |  clients                 | 1                                                                                                                | 1                                                                                                                |
 |  clustering              | None                                                                                                             | None                                                                                                             |
 |  compiler                | clang 18.1.3                                                                                                     | clang 18.1.3                                                                                                     |
 |  cores                   | 0                                                                                                                | 0                                                                                                                |
 |  data_preparation_cores  | 0                                                                                                                | 0                                                                                                                |
 |  date                    | 2025-06-06 12:21:50                                                                                              | 2025-06-07 21:10:55                                                                                              |
-| ≠encoding                | {'default': {'encoding': 'Dictionary'}}                                                                          | None                                                                                                             |
 |  max_duration            | 60000000000                                                                                                      | 60000000000                                                                                                      |
 |  max_runs                | 50                                                                                                               | 50                                                                                                               |
 |  scale_factor            | 0.009999999776482582                                                                                             | 0.009999999776482582                                                                                             |
 |  time_unit               | ns                                                                                                               | ns                                                                                                               |
 |  use_prepared_statements | False                                                                                                            | False                                                                                                            |
 |  using_scheduler         | False                                                                                                            | False                                                                                                            |
 |  verify                  | False                                                                                                            | False                                                                                                            |
 |  warmup_duration         | 1000000000                                                                                                       | 1000000000                                                                                                       |
 +--------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |     new |        ||      old |      new |        |                      |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | TPC-H 01 ||     5.24 |    5.43 |   +4%˄ ||   190.64 |   184.04 |   -3%˄ | (run time too short) |
-| TPC-H 02 ||     3.19 |    3.63 |  +14%˄ ||   313.71 |   275.15 |  -12%˄ | (run time too short) |
+| TPC-H 03 ||     0.58 |    0.55 |   -4%˄ ||  1721.40 |  1800.37 |   +5%˄ | (run time too short) |
 | TPC-H 04 ||     0.37 |    0.36 |   -4%˄ ||  2675.72 |  2779.99 |   +4%˄ | (run time too short) |
 | TPC-H 05 ||     0.95 |    0.96 |   +1%˄ ||  1050.28 |  1040.76 |   -1%˄ | (run time too short) |
-| TPC-H 06 ||     0.19 |    0.21 |   +8%˄ ||  5138.39 |  4777.02 |   -7%˄ | (run time too short) |
+| TPC-H 07 ||     9.60 |    9.09 |   -5%˄ ||   104.11 |   109.98 |   +6%˄ | (run time too short) |
 | TPC-H 08 ||    12.91 |   13.48 |   +4%˄ ||    77.45 |    74.17 |   -4%˄ | (run time too short) |
+| TPC-H 09 ||     3.96 |    3.71 |   -6%˄ ||   252.38 |   269.32 |   +7%˄ | (run time too short) |
 | TPC-H 10 ||     0.70 |    0.69 |   -1%˄ ||  1434.57 |  1456.20 |   +2%˄ | (run time too short) |
 | TPC-H 11 ||     0.17 |    0.17 |   -0%˄ ||  5771.75 |  5788.91 |   +0%˄ | (run time too short) |
 | TPC-H 12 ||     0.62 |    0.61 |   -1%˄ ||  1615.42 |  1628.40 |   +1%˄ | (run time too short) |
+| TPC-H 13 ||     2.15 |    1.99 |   -7%˄ ||   465.29 |   501.25 |   +8%˄ | (run time too short) |
-| TPC-H 14 ||     0.29 |    0.31 |   +7%˄ ||  3401.75 |  3179.79 |   -7%˄ | (run time too short) |
 | TPC-H 15 ||     1.07 |    1.11 |   +4%˄ ||   929.03 |   895.67 |   -4%˄ | (run time too short) |
 | TPC-H 16 ||     1.92 |    1.93 |   +1%˄ ||   520.95 |   517.19 |   -1%˄ | (run time too short) |
-| TPC-H 17 ||     0.46 |    0.56 |  +23%˄ ||  2178.75 |  1774.29 |  -19%˄ | (run time too short) |
+| TPC-H 18 ||     1.32 |    1.12 |  -15%˄ ||   758.50 |   888.77 |  +17%˄ | (run time too short) |
 | TPC-H 19 ||     4.51 |    4.54 |   +1%˄ ||   221.63 |   220.35 |   -1%˄ | (run time too short) |
 | TPC-H 20 ||     2.38 |    2.39 |   +0%˄ ||   420.72 |   418.86 |   -0%˄ | (run time too short) |
+| TPC-H 21 ||     1.11 |    0.99 |  -10%˄ ||   901.66 |  1007.09 |  +12%˄ | (run time too short) |
 | TPC-H 22 ||     1.06 |    1.09 |   +2%˄ ||   939.30 |   917.80 |   -2%˄ | (run time too short) |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum      ||    54.76 |   54.95 |   +0%  ||          |          |        |                      |
 | Geomean  ||          |         |        ||          |          |   -0%  |                      |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                        |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, ordered, 1 client, 64 cores, SF 10.0

Sum of avg. item runtimes: -14% || Geometric mean of throughput changes: +7%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_ordered.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_bb1319be18bfe505d05247307f454accd4e27f5d_mt_ordered.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                       | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                                       |
 |  benchmark_mode               | Ordered                                                                                                              | Ordered                                                                                                              |
 |  build_type                   | release                                                                                                              | release                                                                                                              |
 |  chunk_indexes                | False                                                                                                                | False                                                                                                                |
 |  chunk_size                   | 65535                                                                                                                | 65535                                                                                                                |
 |  clients                      | 1                                                                                                                    | 1                                                                                                                    |
 |  clustering                   | None                                                                                                                 | None                                                                                                                 |
 |  compiler                     | clang 18.1.3                                                                                                         | clang 18.1.3                                                                                                         |
 |  cores                        | 64                                                                                                                   | 64                                                                                                                   |
 |  data_preparation_cores       | 0                                                                                                                    | 0                                                                                                                    |
 |  date                         | 2025-06-06 12:22:17                                                                                                  | 2025-06-07 21:11:20                                                                                                  |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                              | None                                                                                                                 |
 |  max_duration                 | 60000000000                                                                                                          | 60000000000                                                                                                          |
 |  max_runs                     | 50                                                                                                                   | 50                                                                                                                   |
 |  scale_factor                 | 10.0                                                                                                                 | 10.0                                                                                                                 |
 |  time_unit                    | ns                                                                                                                   | ns                                                                                                                   |
 |  use_prepared_statements      | False                                                                                                                | False                                                                                                                |
 |  using_scheduler              | True                                                                                                                 | True                                                                                                                 |
 |  utilized_cores_per_numa_node | [64]                                                                                                                 | [64]                                                                                                                 |
 |  verify                       | False                                                                                                                | False                                                                                                                |
 |  warmup_duration              | 1000000000                                                                                                           | 1000000000                                                                                                           |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |      new |        ||      old |      new |        |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | TPC-H 01 ||  4647.84 |  4703.09 |   +1%  ||     0.20 |     0.20 |   +0%  | (run time too short) |
+| TPC-H 02 ||    58.37 |    52.45 |  -10%˄ ||    17.12 |    19.05 |  +11%˄ | (run time too short) |
 | TPC-H 03 ||   664.16 |   641.87 |   -3%˄ ||     1.51 |     1.56 |   +3%˄ | (run time too short) |
 | TPC-H 04 ||   653.10 |   631.45 |   -3%˄ ||     1.53 |     1.58 |   +3%˄ | (run time too short) |
+| TPC-H 05 ||   614.53 |   570.93 |   -7%˄ ||     1.63 |     1.75 |   +8%˄ | (run time too short) |
 | TPC-H 06 ||    64.23 |    63.12 |   -2%˄ ||    15.56 |    15.83 |   +2%˄ | (run time too short) |
 | TPC-H 07 ||   248.96 |   245.00 |   -2%˄ ||     4.02 |     4.08 |   +2%˄ | (run time too short) |
 | TPC-H 08 ||   234.85 |   224.88 |   -4%˄ ||     4.26 |     4.45 |   +4%˄ | (run time too short) |
+| TPC-H 09 ||  2207.70 |  2107.66 |   -5%  ||     0.45 |     0.47 |   +4%  |               0.0000 |
+| TPC-H 10 ||   643.54 |   597.84 |   -7%˄ ||     1.55 |     1.67 |   +8%˄ | (run time too short) |
 | TPC-H 11 ||    88.09 |    88.34 |   +0%˄ ||    11.35 |    11.32 |   -0%˄ | (run time too short) |
+| TPC-H 12 ||   502.42 |   452.94 |  -10%˄ ||     1.99 |     2.21 |  +11%˄ | (run time too short) |
+| TPC-H 13 ||  3827.23 |  1659.33 |  -57%  ||     0.25 |     0.60 | +140%  | (run time too short) |
 | TPC-H 14 ||   150.42 |   149.73 |   -0%˄ ||     6.65 |     6.68 |   +0%˄ | (run time too short) |
+| TPC-H 15 ||   147.53 |   140.74 |   -5%˄ ||     6.78 |     7.10 |   +5%˄ | (run time too short) |
 | TPC-H 16 ||   580.92 |   562.54 |   -3%˄ ||     1.72 |     1.78 |   +3%˄ | (run time too short) |
 | TPC-H 17 ||    88.43 |    88.19 |   -0%˄ ||    11.30 |    11.33 |   +0%˄ | (run time too short) |
 | TPC-H 18 ||  1745.15 |  1715.68 |   -2%  ||     0.57 |     0.57 |   +0%  | (run time too short) |
-| TPC-H 19 ||   109.64 |   114.84 |   +5%˄ ||     9.12 |     8.70 |   -5%˄ | (run time too short) |
 | TPC-H 20 ||   193.82 |   190.73 |   -2%˄ ||     5.16 |     5.24 |   +2%˄ | (run time too short) |
+| TPC-H 21 ||  1120.78 |  1050.39 |   -6%˄ ||     0.89 |     0.95 |   +7%˄ | (run time too short) |
 | TPC-H 22 ||   161.23 |   158.49 |   -2%˄ ||     6.20 |     6.31 |   +2%˄ | (run time too short) |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum      || 18752.92 | 16210.21 |  -14%  ||          |          |        |                      |
+| Geomean  ||          |          |        ||          |          |   +7%  |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                         |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, shuffled, 64 clients, 64 cores, SF 10.0

Sum of avg. item runtimes: -6% || Geometric mean of throughput changes: +7%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_bb1319be18bfe505d05247307f454accd4e27f5d_mt.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                               | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                               |
 |  benchmark_mode               | Shuffled                                                                                                     | Shuffled                                                                                                     |
 |  build_type                   | release                                                                                                      | release                                                                                                      |
 |  chunk_indexes                | False                                                                                                        | False                                                                                                        |
 |  chunk_size                   | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                      | 64                                                                                                           | 64                                                                                                           |
 |  clustering                   | None                                                                                                         | None                                                                                                         |
 |  compiler                     | clang 18.1.3                                                                                                 | clang 18.1.3                                                                                                 |
 |  cores                        | 64                                                                                                           | 64                                                                                                           |
 |  data_preparation_cores       | 0                                                                                                            | 0                                                                                                            |
 |  date                         | 2025-06-06 12:34:06                                                                                          | 2025-06-07 21:22:41                                                                                          |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                      | None                                                                                                         |
 |  max_duration                 | 1200000000000                                                                                                | 1200000000000                                                                                                |
 |  max_runs                     | -1                                                                                                           | -1                                                                                                           |
 |  scale_factor                 | 10.0                                                                                                         | 10.0                                                                                                         |
 |  time_unit                    | ns                                                                                                           | ns                                                                                                           |
 |  use_prepared_statements      | False                                                                                                        | False                                                                                                        |
 |  using_scheduler              | True                                                                                                         | True                                                                                                         |
 |  utilized_cores_per_numa_node | [64]                                                                                                         | [64]                                                                                                         |
 |  verify                       | False                                                                                                        | False                                                                                                        |
 |  warmup_duration              | 0                                                                                                            | 0                                                                                                            |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+---------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |          ||      old |      new |        ||      old |      new |        |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+
+| TPC-H 01 ||  6094.00 |  6284.39 |   +3%  ||     1.03 |     1.10 |   +7%  |  0.0080 |
+| TPC-H 02 ||   470.12 |   359.32 |  -24%  ||     1.04 |     1.11 |   +7%  |  0.0249 |
+| TPC-H 03 ||  2815.11 |  2580.15 |   -8%  ||     1.04 |     1.11 |   +7%  |  0.0484 |
+| TPC-H 04 ||  2293.11 |  2325.71 |   +1%  ||     1.04 |     1.11 |   +7%  |  0.7812 |
+| TPC-H 05 ||  4194.02 |  4155.34 |   -1%  ||     1.03 |     1.11 |   +7%  |  0.8092 |
+| TPC-H 06 ||   784.96 |   984.84 |  +25%  ||     1.04 |     1.11 |   +7%  |  0.0185 |
+| TPC-H 07 ||  3379.16 |  3384.25 |   +0%  ||     1.03 |     1.11 |   +7%  |  0.9752 |
+| TPC-H 08 ||  2547.08 |  2468.28 |   -3%  ||     1.03 |     1.11 |   +7%  |  0.5774 |
+| TPC-H 09 ||  6472.87 |  6124.44 |   -5%  ||     1.03 |     1.10 |   +7%  |  0.0383 |
+| TPC-H 10 ||  3425.93 |  3511.77 |   +3%  ||     1.03 |     1.11 |   +7%  |  0.5618 |
+| TPC-H 11 ||   494.08 |   444.16 |  -10%  ||     1.04 |     1.11 |   +7%  |  0.3060 |
+| TPC-H 12 ||  2681.55 |  2492.97 |   -7%  ||     1.03 |     1.11 |   +7%  |  0.1143 |
+| TPC-H 13 ||  7630.22 |  3936.30 |  -48%  ||     1.03 |     1.11 |   +7%  |  0.0000 |
+| TPC-H 14 ||  1096.15 |  1201.42 |  +10%  ||     1.04 |     1.11 |   +7%  |  0.1802 |
+| TPC-H 15 ||   682.01 |   687.13 |   +1%  ||     1.04 |     1.11 |   +7%  |  0.9261 |
+| TPC-H 16 ||  2536.14 |  2264.70 |  -11%  ||     1.04 |     1.11 |   +7%  |  0.0268 |
+| TPC-H 17 ||   850.76 |   796.69 |   -6%  ||     1.04 |     1.11 |   +7%  |  0.4517 |
+| TPC-H 18 ||  3630.39 |  3678.23 |   +1%  ||     1.03 |     1.11 |   +7%  |  0.5888 |
+| TPC-H 19 ||  1140.60 |  1213.60 |   +6%  ||     1.03 |     1.11 |   +7%  |  0.4186 |
+| TPC-H 20 ||  1760.96 |  1723.68 |   -2%  ||     1.04 |     1.11 |   +7%  |  0.7259 |
+| TPC-H 21 ||  5284.28 |  5513.32 |   +4%  ||     1.03 |     1.10 |   +7%  |  0.2060 |
+| TPC-H 22 ||  1110.97 |  1255.25 |  +13%  ||     1.04 |     1.11 |   +7%  |  0.1168 |
 +----------++----------+----------+--------++----------+----------+--------+---------+
+| Sum      || 61374.47 | 57385.95 |   -6%  ||          |          |        |         |
+| Geomean  ||          |          |        ||          |          |   +7%  |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - single-threaded

Sum of avg. item runtimes: -10% || Geometric mean of throughput changes: +8%
Configuration Overview - click to expand
 +Configuration Overview---+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_bb1319be18bfe505d05247307f454accd4e27f5d_st.json |
 +-------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                                |
 |  benchmark_mode         | Ordered                                                                                                       | Ordered                                                                                                       |
 |  build_type             | release                                                                                                       | release                                                                                                       |
 |  chunk_indexes          | False                                                                                                         | False                                                                                                         |
 |  chunk_size             | 65535                                                                                                         | 65535                                                                                                         |
 |  clients                | 1                                                                                                             | 1                                                                                                             |
 |  compiler               | clang 18.1.3                                                                                                  | clang 18.1.3                                                                                                  |
 |  cores                  | 0                                                                                                             | 0                                                                                                             |
 |  data_preparation_cores | 0                                                                                                             | 0                                                                                                             |
 |  date                   | 2025-06-06 12:55:34                                                                                           | 2025-06-07 21:44:08                                                                                           |
-| ≠encoding               | {'default': {'encoding': 'Dictionary'}}                                                                       | None                                                                                                          |
 |  max_duration           | 60000000000                                                                                                   | 60000000000                                                                                                   |
 |  max_runs               | 50                                                                                                            | 50                                                                                                            |
 |  time_unit              | ns                                                                                                            | ns                                                                                                            |
 |  using_scheduler        | False                                                                                                         | False                                                                                                         |
 |  verify                 | False                                                                                                         | False                                                                                                         |
 |  warmup_duration        | 1000000000                                                                                                    | 1000000000                                                                                                    |
 +-------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | 01      ||   224.59 |   222.10 |   -1%˄ ||     4.45 |     4.50 |   +1%˄ | (run time too short) |
+| 03      ||    62.68 |    36.88 |  -41%˄ ||    15.95 |    27.11 |  +70%˄ | (run time too short) |
+| 06      ||   198.18 |   164.80 |  -17%˄ ||     5.05 |     6.07 |  +20%˄ | (run time too short) |
-| 07      ||   253.36 |   265.51 |   +5%˄ ||     3.95 |     3.77 |   -5%˄ | (run time too short) |
 | 09      ||   720.91 |   739.21 |   +3%˄ ||     1.39 |     1.35 |   -2%˄ | (run time too short) |
 | 10      ||   120.63 |   122.88 |   +2%˄ ||     8.29 |     8.14 |   -2%˄ | (run time too short) |
-| 13      ||   464.50 |   496.34 |   +7%˄ ||     2.15 |     2.01 |   -6%˄ | (run time too short) |
 | 15      ||   124.21 |   122.54 |   -1%˄ ||     8.05 |     8.16 |   +1%˄ | (run time too short) |
 | 16      ||    55.91 |    56.79 |   +2%˄ ||    17.88 |    17.61 |   -2%˄ | (run time too short) |
+| 17      ||   323.16 |   268.58 |  -17%˄ ||     3.09 |     3.72 |  +20%˄ | (run time too short) |
+| 19      ||    97.81 |    88.35 |  -10%˄ ||    10.22 |    11.32 |  +11%˄ | (run time too short) |
+| 25      ||   167.80 |   147.03 |  -12%˄ ||     5.96 |     6.80 |  +14%˄ | (run time too short) |
-| 26      ||   114.68 |   121.58 |   +6%˄ ||     8.72 |     8.23 |   -6%˄ | (run time too short) |
 | 28      ||   574.95 |   578.27 |   +1%˄ ||     1.74 |     1.73 |   -1%˄ | (run time too short) |
+| 29      ||   484.05 |   420.00 |  -13%˄ ||     2.07 |     2.38 |  +15%˄ | (run time too short) |
 | 31      ||  1316.64 |  1314.16 |   -0%  ||     0.75 |     0.75 |   +0%  |               0.1813 |
 | 32      ||    30.32 |    29.96 |   -1%˄ ||    32.98 |    33.37 |   +1%˄ | (run time too short) |
 | 34      ||   140.58 |   146.01 |   +4%˄ ||     7.11 |     6.85 |   -4%˄ | (run time too short) |
 | 35      ||   604.65 |   597.22 |   -1%˄ ||     1.65 |     1.67 |   +1%˄ | (run time too short) |
 | 37      ||   653.81 |   670.65 |   +3%˄ ||     1.53 |     1.49 |   -3%˄ | (run time too short) |
 | 39a     ||  1704.00 |  1664.12 |   -2%  ||     0.58 |     0.60 |   +3%  |               0.0000 |
 | 39b     ||  1682.21 |  1632.37 |   -3%  ||     0.58 |     0.60 |   +3%  | (run time too short) |
 | 41      ||   281.49 |   280.70 |   -0%˄ ||     3.55 |     3.56 |   +0%˄ | (run time too short) |
+| 42      ||    78.54 |    67.31 |  -14%˄ ||    12.73 |    14.86 |  +17%˄ | (run time too short) |
 | 43      ||   974.60 |   988.07 |   +1%˄ ||     1.03 |     1.01 |   -1%˄ | (run time too short) |
+| 45      ||   126.38 |   103.64 |  -18%˄ ||     7.91 |     9.65 |  +22%˄ | (run time too short) |
 | 48      ||  1164.93 |  1180.49 |   +1%˄ ||     0.86 |     0.85 |   -1%˄ | (run time too short) |
+| 50      ||   125.44 |   106.95 |  -15%˄ ||     7.97 |     9.35 |  +17%˄ | (run time too short) |
+| 52      ||    79.38 |    67.60 |  -15%˄ ||    12.60 |    14.79 |  +17%˄ | (run time too short) |
+| 55      ||    74.51 |    62.70 |  -16%˄ ||    13.42 |    15.95 |  +19%˄ | (run time too short) |
 | 62      ||   554.59 |   548.22 |   -1%˄ ||     1.80 |     1.82 |   +1%˄ | (run time too short) |
+| 65      ||  1924.75 |  1799.48 |   -7%  ||     0.52 |     0.55 |   +6%  |               0.0000 |
 | 69      ||   139.66 |   136.04 |   -3%˄ ||     7.16 |     7.35 |   +3%˄ | (run time too short) |
 | 73      ||    77.37 |    75.87 |   -2%˄ ||    12.92 |    13.18 |   +2%˄ | (run time too short) |
 | 79      ||   491.32 |   485.48 |   -1%˄ ||     2.04 |     2.06 |   +1%˄ | (run time too short) |
 | 81      ||   155.98 |   151.09 |   -3%˄ ||     6.41 |     6.62 |   +3%˄ | (run time too short) |
 | 82      ||   700.59 |   695.77 |   -1%˄ ||     1.43 |     1.44 |   +1%˄ | (run time too short) |
+| 83      ||    38.43 |    36.70 |   -4%˄ ||    26.02 |    27.25 |   +5%˄ | (run time too short) |
+| 84      ||    13.88 |    13.16 |   -5%˄ ||    72.03 |    75.96 |   +5%˄ | (run time too short) |
 | 85      ||   161.74 |   158.45 |   -2%˄ ||     6.18 |     6.31 |   +2%˄ | (run time too short) |
 | 88      ||   638.78 |   629.95 |   -1%˄ ||     1.57 |     1.59 |   +1%˄ | (run time too short) |
+| 91      ||    17.79 |    16.59 |   -7%˄ ||    56.21 |    60.26 |   +7%˄ | (run time too short) |
+| 92      ||    35.59 |    26.82 |  -25%˄ ||    28.09 |    37.27 |  +33%˄ | (run time too short) |
+| 93      ||  3751.76 |  2151.30 |  -43%  ||     0.25 |     0.45 |  +80%  | (run time too short) |
+| 94      ||    35.40 |    33.33 |   -6%˄ ||    28.25 |    30.00 |   +6%˄
10000
 | (run time too short) |
+| 95      ||  5159.89 |  4636.60 |  -10%  ||     0.18 |     0.20 |   +9%  | (run time too short) |
 | 96      ||    60.98 |    58.90 |   -3%˄ ||    16.40 |    16.98 |   +4%˄ | (run time too short) |
+| 97      ||  4040.15 |  3295.49 |  -18%  ||     0.23 |     0.30 |  +29%  | (run time too short) |
 | 99      ||  1085.28 |  1079.93 |   -0%˄ ||     0.92 |     0.93 |   +0%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum     || 32108.83 | 28791.96 |  -10%  ||          |          |        |                      |
+| Geomean ||          |          |        ||          |          |   +8%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: -5% || Geometric mean of throughput changes: +4%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_ordered.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_bb1319be18bfe505d05247307f454accd4e27f5d_mt_ordered.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                        | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                                        |
 |  benchmark_mode               | Ordered                                                                                                               | Ordered                                                                                                               |
 |  build_type                   | release                                                                                                               | release                                                                                                               |
 |  chunk_indexes                | False                                                                                                                 | False                                                                                                                 |
 |  chunk_size                   | 65535                                                                                                                 | 65535                                                                                                                 |
 |  clients                      | 1                                                                                                                     | 1                                                                                                                     |
 |  compiler                     | clang 18.1.3                                                                                                          | clang 18.1.3                                                                                                          |
 |  cores                        | 64                                                                                                                    | 64                                                                                                                    |
 |  data_preparation_cores       | 0                                                                                                                     | 0                                                                                                                     |
 |  date                         | 2025-06-06 13:16:21                                                                                                   | 2025-06-07 22:02:53                                                                                                   |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                               | None                                                                                                                  |
 |  max_duration                 | 60000000000                                                                                                           | 60000000000                                                                                                           |
 |  max_runs                     | 50                                                                                                                    | 50                                                                                                                    |
 |  time_unit                    | ns                                                                                                                    | ns                                                                                                                    |
 |  using_scheduler              | True                                                                                                                  | True                                                                                                                  |
 |  utilized_cores_per_numa_node | [64]                                                                                                                  | [64]                                                                                                                  |
 |  verify                       | False                                                                                                                 | False                                                                                                                 |
 |  warmup_duration              | 1000000000                                                                                                            | 1000000000                                                                                                            |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | 01      ||   241.09 |   237.85 |   -1%˄ ||     4.15 |     4.20 |   +1%˄ | (run time too short) |
+| 03      ||    33.52 |    29.79 |  -11%˄ ||    29.80 |    33.53 |  +13%˄ | (run time too short) |
+| 06      ||   192.36 |   163.10 |  -15%˄ ||     5.20 |     6.13 |  +18%˄ | (run time too short) |
 | 07      ||   191.04 |   190.21 |   -0%˄ ||     5.23 |     5.26 |   +0%˄ | (run time too short) |
 | 09      ||   112.75 |   113.07 |   +0%˄ ||     8.87 |     8.84 |   -0%˄ | (run time too short) |
 | 10      ||    36.49 |    36.19 |   -1%˄ ||    27.37 |    27.60 |   +1%˄ | (run time too short) |
 | 13      ||   257.93 |   259.09 |   +0%˄ ||     3.88 |     3.86 |   -0%˄ | (run time too short) |
 | 15      ||    75.62 |    74.18 |   -2%˄ ||    13.22 |    13.47 |   +2%˄ | (run time too short) |
 | 16      ||    30.90 |    31.01 |   +0%˄ ||    32.32 |    32.21 |   -0%˄ | (run time too short) |
+| 17      ||   143.10 |   115.89 |  -19%˄ ||     6.99 |     8.63 |  +23%˄ | (run time too short) |
 | 19      ||    68.54 |    68.72 |   +0%˄ ||    14.58 |    14.54 |   -0%˄ | (run time too short) |
+| 25      ||   102.63 |    89.35 |  -13%˄ ||     9.74 |    11.19 |  +15%˄ | (run time too short) |
-| 26      ||    87.87 |    93.96 |   +7%˄ ||    11.38 |    10.64 |   -6%˄ | (run time too short) |
 | 28      ||   147.32 |   145.42 |   -1%˄ ||     6.79 |     6.87 |   +1%˄ | (run time too short) |
+| 29      ||   458.69 |   401.61 |  -12%˄ ||     2.18 |     2.49 |  +14%˄ | (run time too short) |
 | 31      ||   477.48 |   472.38 |   -1%˄ ||     2.09 |     2.12 |   +1%˄ | (run time too short) |
+| 32      ||    34.03 |    32.39 |   -5%˄ ||    29.35 |    30.84 |   +5%˄ | (run time too short) |
 | 34      ||    94.61 |    93.65 |   -1%˄ ||    10.57 |    10.67 |   +1%˄ | (run time too short) |
 | 35      ||   388.22 |   380.87 |   -2%˄ ||     2.58 |     2.63 |   +2%˄ | (run time too short) |
 | 37      ||   197.37 |   189.86 |   -4%˄ ||     5.07 |     5.27 |   +4%˄ | (run time too short) |
 | 39a     ||   767.67 |   745.41 |   -3%˄ ||     1.30 |     1.34 |   +3%˄ | (run time too short) |
+| 39b     ||   744.15 |   711.09 |   -4%˄ ||     1.34 |     1.41 |   +5%˄ | (run time too short) |
 | 41      ||   365.65 |   361.35 |   -1%˄ ||     2.73 |     2.77 |   +1%˄ | (run time too short) |
 | 42      ||    49.54 |    49.30 |   -0%˄ ||    20.17 |    20.27 |   +1%˄ | (run time too short) |
 | 43      ||   446.83 |   446.26 |   -0%˄ ||     2.24 |     2.24 |   +0%˄ | (run time too short) |
 | 45      ||    54.19 |    53.16 |   -2%˄ ||    18.44 |    18.80 |   +2%˄ | (run time too short) |
 | 48      ||   536.30 |   530.34 |   -1%˄ ||     1.86 |     1.89 |   +1%˄ | (run time too short) |
-| 50      ||   102.96 |   108.31 |   +5%˄ ||     9.71 |     9.23 |   -5%˄ | (run time too short) |
 | 52      ||    51.71 |    51.44 |   -1%˄ ||    19.33 |    19.43 |   +1%˄ | (run time too short) |
 | 55      ||    44.58 |    44.74 |   +0%˄ ||    22.41 |    22.33 |   -0%˄ | (run time too short) |
 | 62      ||   348.42 |   342.73 |   -2%˄ ||     2.87 |     2.92 |   +2%˄ | (run time too short) |
 | 65      ||  1487.32 |  1462.21 |   -2%  ||     0.67 |     0.68 |   +3%  |               0.0006 |
 | 69      ||    71.95 |    69.98 |   -3%˄ ||    13.89 |    14.28 |   +3%˄ | (run time too short) |
 | 73      ||    54.34 |    53.90 |   -1%˄ ||    18.39 |    18.54 |   +1%˄ | (run time too short) |
 | 79      ||   482.39 |   479.31 |   -1%˄ ||     2.07 |     2.09 |   +1%˄ | (run time too short) |
 | 81      ||   192.05 |   186.00 |   -3%˄ ||     5.21 |     5.38 |   +3%˄ | (run time too short) |
 | 82      ||   224.64 |   221.89 |   -1%˄ ||     4.45 |     4.51 |   +1%˄ | (run time too short) |
+| 83      ||    46.69 |    44.36 |   -5%˄ ||    21.40 |    22.52 |   +5%˄ | (run time too short) |
 | 84      ||    10.09 |     9.95 |   -1%˄ ||    98.82 |   100.25 |   +1%˄ | (run time too short) |
 | 85      ||    71.04 |    68.68 |   -3%˄ ||    14.07 |    14.55 |   +3%˄ | (run time too short) |
-| 88      ||    82.46 |    88.08 |   +7%˄ ||    12.12 |    11.35 |   -6%˄ | (run time too short) |
+| 91      ||    18.25 |    17.28 |   -5%˄ ||    54.68 |    57.76 |   +6%˄ | (run time too short) |
+| 92      ||    43.78 |    38.26 |  -13%˄ ||    22.82 |    26.11 |  +14%˄ | (run time too short) |
+| 93      ||   753.37 |   521.32 |  -31%˄ ||     1.33 |     1.92 |  +45%˄ | (run time too short) |
 | 94      ||    30.53 |    31.42 |   +3%˄ ||    32.71 |    31.80 |   -3%˄ | (run time too short) |
 | 95      ||   712.51 |   683.62 |   -4%˄ ||     1.40 |     1.46 |   +4%˄ | (run time too short) |
 | 96      ||    46.38 |    44.65 |   -4%˄ ||    21.54 |    22.38 |   +4%˄ | (run time too short) |
+| 97      ||  1373.25 |  1275.50 |   -7%  ||     0.72 |     0.78 |   +9%  |               0.0000 |
 | 99      ||   574.74 |   579.78 |   +1%˄ ||     1.74 |     1.72 |   -1%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum     || 13159.36 | 12538.91 |   -5%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   +4%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -2% || Geometric mean of throughput changes: +2%
Configuration Overview - click to expand
 +Configuration Overview---------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_bb1319be18bfe505d05247307f454accd4e27f5d_mt.json |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                                |
 |  benchmark_mode               | Shuffled                                                                                                      | Shuffled                                                                                                      |
 |  build_type                   | release                                                                                                       | release                                                                                                       |
 |  chunk_indexes                | False                                                                                                         | False                                                                                                         |
 |  chunk_size                   | 65535                                                                                                         | 65535                                                                                                         |
 |  clients                      | 64                                                                                                            | 64                                                                                                            |
 |  compiler                     | clang 18.1.3                                                                                                  | clang 18.1.3                                                                                                  |
 |  cores                        | 64                                                                                                            | 64                                                                                                            |
 |  data_preparation_cores       | 0                                                                                                             | 0                                                                                                             |
 |  date                         | 2025-06-06 13:28:30                                                                                           | 2025-06-07 22:14:28                                                                                           |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                       | None                                                                                                          |
 |  max_duration                 | 1200000000000                                                                                                 | 1200000000000                                                                                                 |
 |  max_runs                     | -1                                                                                                            | -1                                                                                                            |
 |  time_unit                    | ns                                                                                                            | ns                                                                                                            |
 |  using_scheduler              | True                                                                                                          | True                                                                                                          |
 |  utilized_cores_per_numa_node | [64]                                                                                                          | [64]                                                                                                          |
 |  verify                       | False                                                                                                         | False                                                                                                         |
 |  warmup_duration              | 0                                                                                                             | 0                                                                                                             |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | 01      ||   857.64 |   847.24 |   -1%  ||     1.00 |     1.02 |   +2%  |  0.8538 |
 | 03      ||   302.59 |   297.52 |   -2%  ||     1.00 |     1.02 |   +2%  |  0.8786 |
+| 06      ||   933.97 |   792.85 |  -15%  ||     1.00 |     1.02 |   +2%  |  0.0158 |
+| 07      ||  1070.54 |   996.35 |   -7%  ||     1.00 |     1.02 |   +2%  |  0.2563 |
-| 09      ||   892.05 |   957.18 |   +7%  ||     1.00 |     1.02 |   +2%  |  0.3028 |
 | 10      ||   810.43 |   826.01 |   +2%  ||     1.00 |     1.02 |   +2%  |  0.8128 |
 | 13      ||  1758.12 |  1776.95 |   +1%  ||     1.00 |     1.02 |   +2%  |  0.8090 |
 | 15      ||   529.36 |   510.32 |   -4%  ||     1.00 |     1.02 |   +2%  |  0.6744 |
+| 16      ||   505.42 |   407.86 |  -19%  ||     1.00 |     1.02 |   +2%  |  0.0289 |
 | 17      ||  1456.84 |  1404.28 |   -4%  ||     1.00 |     1.02 |   +2%  |  0.5135 |
 | 19      ||   684.03 |   680.00 |   -1%  ||     1.00 |     1.02 |   +2%  |  0.9351 |
+| 25      ||  1067.12 |   983.63 |   -8%  ||     1.00 |     1.02 |   +2%  |  0.1949 |
 | 26      ||   517.34 |   515.83 |   -0%  ||     1.00 |     1.02 |   +2%  |  0.9688 |
 | 28      ||  1513.45 |  1573.08 |   +4%  ||     1.00 |     1.02 |   +2%  |  0.4883 |
 | 29      ||  1867.95 |  1788.18 |   -4%  ||     1.00 |     1.02 |   +2%  |  0.3249 |
 | 31      ||  2665.98 |  2723.46 |   +2%  ||     1.00 |     1.02 |   +2%  |  0.6027 |
-| 32      ||   188.89 |   200.93 |   +6%  ||     1.00 |     1.02 |   +2%  |  0.6462 |
+| 34      ||   793.81 |   726.92 |   -8%  ||     1.00 |     1.02 |   +2%  |  0.1648 |
 | 35      ||  2277.05 |  2195.45 |   -4%  ||     1.00 |     1.02 |   +2%  |  0.3665 |
+| 37      ||   958.69 |   890.68 |   -7%  ||     1.00 |     1.02 |   +2%  |  0.2227 |
-| 39a     ||  2877.21 |  3083.38 |   +7%  ||     1.00 |     1.02 |   +2%  |  0.0228 |
 | 39b     ||  2838.66 |  2937.02 |   +3%  ||     1.00 |     1.02 |   +2%  |  0.2287 |
+| 41      ||  2118.50 |  1883.83 |  -11%  ||     1.00 |     1.02 |   +2%  |  0.0121 |
+| 42      ||   549.85 |   438.34 |  -20%  ||     1.00 |     1.02 |   +2%  |  0.0052 |
+| 43      ||  1634.02 |  1485.81 |   -9%  ||     1.00 |     1.02 |   +2%  |  0.0252 |
+| 45      ||   832.95 |   769.30 |   -8%  ||     1.00 |     1.02 |   +2%  |  0.3034 |
 | 48      ||  2839.71 |  2897.14 |   +2%  ||     1.00 |     1.02 |   +2%  |  0.5878 |
+| 50      ||  1125.65 |  1024.35 |   -9%  ||     1.00 |     1.02 |   +2%  |  0.0954 |
+| 52      ||   561.00 |   461.64 |  -18%  ||     1.00 |     1.02 |   +2%  |  0.0264 |
 | 55      ||   454.83 |   452.93 |   -0%  ||     1.00 |     1.02 |   +2%  |  0.9574 |
-| 62      ||  1040.44 |  1113.33 |   +7%  ||     1.00 |     1.02 |   +2%  |  0.1336 |
-| 65      ||  4417.71 |  4643.03 |   +5%  ||     1.00 |     1.02 |   +2%  |  0.0023 |
 | 69      ||  1045.11 |  1080.23 |   +3%  ||     1.00 |     1.02 |   +2%  |  0.6346 |
+| 73      ||   591.78 |   530.01 |  -10%  ||     1.00 |     1.02 |   +2%  |  0.1812 |
 | 79      ||  1648.38 |  1625.83 |   -1%  ||     1.00 |     1.02 |   +2%  |  0.7433 |
 | 81      ||   619.10 |   634.51 |   +2%  ||     1.00 |     1.02 |   +2%  |  0.6921 |
-| 82      ||  1013.07 |  1060.78 |   +5%  ||     1.00 |     1.02 |   +2%  |  0.4252 |
+| 83      ||   349.02 |   293.21 |  -16%  ||     1.00 |     1.02 |   +2%  |  0.1176 |
 | 84      ||   131.22 |   134.47 |   +2%  ||     1.00 |     1.02 |   +2%  |  0.8905 |
+| 85      ||   898.51 |   788.31 |  -12%  ||     1.00 |     1.02 |   +2%  |  0.0516 |
 | 88      ||  2663.77 |  2639.66 |   -1%  ||     1.00 |     1.02 |   +2%  |  0.8355 |
+| 91      ||   214.04 |   190.28 |  -11%  ||     1.00 |     1.02 |   +2%  |  0.4277 |
+| 92      ||   287.15 |   232.01 |  -19%  ||     1.00 |     1.02 |   +2%  |  0.0416 |
+| 93      ||  2283.35 |  1709.61 |  -25%  ||     1.00 |     1.02 |   +2%  |  0.0000 |
+| 94      ||   470.70 |   423.36 |  -10%  ||     1.00 |     1.02 |   +2%  |  0.3231 |
-| 95      ||  2204.25 |  2310.13 |   +5%  ||     1.00 |     1.02 |   +2%  |  0.1891 |
-| 96      ||   416.60 |   442.31 |   +6%  ||     1.00 |     1.02 |   +2%  |  0.4836 |
 | 97      ||  4515.32 |  4503.45 |   -0%  ||     1.00 |     1.02 |   +2%  |  0.9093 |
 | 99      ||  1444.88 |  1427.48 |   -1%  ||     1.00 |     1.02 |   +2%  |  0.7545 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 63738.05 | 62310.45 |   -2%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   +2%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - single-threaded

Sum of avg. item runtimes: +2% || Geometric mean of throughput changes: -1%
Configuration Overview - click to expand
 +Configuration Overview---+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_bb1319be18bfe505d05247307f454accd4e27f5d_st.json |
 +-------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                               | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                               |
 |  benchmark_mode         | Shuffled                                                                                                     | Shuffled                                                                                                     |
 |  build_type             | release                                                                                                      | release                                                                                                      |
 |  chunk_indexes          | False                                                                                                        | False                                                                                                        |
 |  chunk_size             | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                | 1                                                                                                            | 1                                                                                                            |
 |  compiler               | clang 18.1.3                                                                                                 | clang 18.1.3                                                                                                 |
 |  cores                  | 0                                                                                                            | 0                                                                                                            |
 |  data_preparation_cores | 0                                                                                                            | 0                                                                                                            |
 |  date                   | 2025-06-06 13:48:45                                                                                          | 2025-06-07 22:34:44                                                                                          |
-| ≠encoding               | {'default': {'encoding': 'Dictionary'}}                                                                      | None                                                                                                         |
 |  max_duration           | 60000000000                                                                                                  | 60000000000                                                                                                  |
 |  max_runs               | -1                                                                                                           | -1                                                                                                           |
 |  scale_factor           | 10                                                                                                           | 10                                                                                                           |
 |  time_unit              | ns                                                                                                           | ns                                                                                                           |
 |  using_scheduler        | False                                                                                                        | False                                                                                                        |
 |  verify                 | False                                                                                                        | False                                                                                                        |
 |  warmup_duration        | 0                                                                                                            | 0                                                                                                            |
 +-------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Delivery     ||    25.50 |   26.14 |   +3%  ||     4.85 |     5.05 |   +4%  |  0.0000 |
 | New-Order    ||    12.07 |   12.21 |   +1%  ||    60.41 |    59.34 |   -2%  |  0.0959 |
-| Order-Status ||     1.16 |    1.18 |   +2%  ||     5.46 |     5.08 |   -7%  |  0.0168 |
 | Payment      ||     2.20 |    2.19 |   -0%  ||    58.26 |    56.97 |   -2%  |  0.3168 |
 | Stock-Level  ||     1.93 |    1.87 |   -3%  ||     5.18 |     5.30 |   +2%  |  0.0005 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||    42.85 |   43.59 |   +2%  ||          |          |        |         |
 | Geomean      ||          |         |        ||          |          |   -1%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 64 clients, 10 warehouses, 64 cores (high contention)

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_highcont.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_bb1319be18bfe505d05247307f454accd4e27f5d_mt_highcont.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                        | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                                        |
 |  benchmark_mode               | Shuffled                                                                                                              | Shuffled                                                                                                              |
 |  build_type                   | release                                                                                                               | release                                                                                                               |
 |  chunk_indexes                | False                                                                                                                 | False                                                                                                                 |
 |  chunk_size                   | 65535                                                                                                                 | 65535                                                                                                                 |
 |  clients                      | 64                                                                                                                    | 64                                                                                                                    |
 |  compiler                     | clang 18.1.3                                                                                                          | clang 18.1.3                                                                                                          |
 |  cores                        | 64                                                                                                                    | 64                                                                                                                    |
 |  data_preparation_cores       | 0                                                                                                                     | 0                                                                                                                     |
 |  date                         | 2025-06-06 13:56:23                                                                                                   | 2025-06-07 22:42:41                                                                                                   |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                               | None                                                                                                                  |
 |  max_duration                 | 600000000000                                                                                                          | 600000000000                                                                                                          |
 |  max_runs                     | -1                                                                                                                    | -1                                                                                                                    |
 |  scale_factor                 | 10                                                                                                                    | 10                                                                                                                    |
 |  time_unit                    | ns                                                                                                                    | ns                                                                                                                    |
 |  using_scheduler              | True                                                                                                                  | True                                                                                                                  |
 |  utilized_cores_per_numa_node | [64]                                                                                                                  | [64]                                                                                                                  |
 |  verify                       | False                                                                                                                 | False                                                                                                                 |
 |  warmup_duration              | 0                                                                                                                     | 0                                                                                                                     |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Delivery     ||   181.26 |  178.95 |   -1%  ||    33.75 |    34.15 |   +1%  |  0.0012 |
 |    unsucc.:  ||     3.31 |    3.49 |   +6%  ||    50.88 |    52.02 |   +2%  |         |
 | New-Order    ||    93.42 |   91.99 |   -2%  ||   471.42 |   477.73 |   +1%  |  0.0000 |
 |    unsucc.:  ||     8.90 |    8.83 |   -1%  ||   476.66 |   483.92 |   +2%  |         |
 | Order-Status ||     9.53 |    9.48 |   -1%  ||    85.20 |    86.13 |   +1%  |  0.6632 |
 | Payment      ||    15.67 |   15.54 |   -1%  ||   239.31 |   241.44 |   +1%  |  0.0466 |
 |    unsucc.:  ||     5.48 |    5.41 |   -1%  ||   665.74 |   678.92 |   +2%  |         |
 | Stock-Level  ||    13.87 |   13.79 |   -1%  ||    83.49 |    85.23 |   +2%  |  0.6212 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||   313.75 |  309.74 |   -1%  ||          |          |        |         |
 | Geomean      ||          |         |        ||          |          |   +1%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 10 clients, 10 warehouses, 64 cores (low contention)

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: -0%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_lowcont.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_bb1319be18bfe505d05247307f454accd4e27f5d_mt_lowcont.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                       | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                                       |
 |  benchmark_mode               | Shuffled                                                                                                             | Shuffled                                                                                                             |
 |  build_type                   | release                                                                                                              | release                                                                                                              |
 |  chunk_indexes                | False                                                                                                                | False                                                                                                                |
 |  chunk_size                   | 65535                                                                                                                | 65535                                                                                                                |
 |  clients                      | 10                                                                                                                   | 10                                                                                                                   |
 |  compiler                     | clang 18.1.3                                                                                                         | clang 18.1.3                                                                                                         |
 |  cores                        | 64                                                                                                                   | 64                                                                                                                   |
 |  data_preparation_cores       | 0                                                                                                                    | 0                                                                                                                    |
 |  date                         | 2025-06-06 14:06:35                                                                                                  | 2025-06-07 22:52:53                                                                                                  |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                              | None                                                                                                                 |
 |  max_duration                 | 600000000000                                                                                                         | 600000000000                                                                                                         |
 |  max_runs                     | -1                                                                                                                   | -1                                                                                                                   |
 |  scale_factor                 | 10                                                                                                                   | 10                                                                                                                   |
 |  time_unit                    | ns                                                                                                                   | ns                                                                                                                   |
 |  using_scheduler              | True                                                                                                                 | True                                                                                                                 |
 |  utilized_cores_per_numa_node | [64]                                                                                                                 | [64]                                                                                                                 |
 |  verify                       | False                                                                                                                | False                                                                                                                |
 |  warmup_duration              | 0                                                                                                                    | 0                                                                                                                    |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Delivery     ||    75.34 |   75.17 |   -0%  ||    16.40 |    16.55 |   +1%  |  0.0385 |
 |    unsucc.:  ||     0.85 |    0.90 |   +6%  ||     2.12 |     2.08 |   -2%  |         |
 | New-Order    ||    37.40 |   37.56 |   +0%  ||   190.10 |   190.23 |   +0%  |  0.0009 |
 |    unsucc.:  ||     3.55 |    3.01 |  -15%  ||    18.28 |    17.70 |   -3%  |         |
 | Order-Status ||     4.29 |    4.16 |   -3%  ||    18.60 |    18.21 |   -2%  |  0.0000 |
 | Payment      ||     8.11 |    7.96 |   -2%  ||   162.49 |   162.37 |   -0%  |  0.0000 |
 |    unsucc.:  ||     2.04 |    2.03 |   -0%  ||    36.34 |    36.46 |   +0%  |         |
 | Stock-Level  ||     5.56 |    5.54 |   -0%  ||    18.45 |    18.56 |   +1%  |  0.0638 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||   130.70 |  130.38 |   -0%  ||          |          |        |         |
 | Geomean      ||          |         |        ||          |          |   -0%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - single-threaded

Sum of avg. item runtimes: -8% || Geometric mean of throughput changes: +14%
Configuration Overview - click to expand
 +Configuration Overview---+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_bb1319be18bfe505d05247307f454accd4e27f5d_st.json |
 +-------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                    | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                                    |
 |  benchmark_mode         | Ordered                                                                                                           | Ordered                                                                                                           |
 |  build_type             | release                                                                                                           | release                                                                                                           |
 |  chunk_indexes          | False                                                                                                             | False                                                                                                             |
 |  chunk_size             | 65535                                                                                                             | 65535                                                                                                             |
 |  clients                | 1                                                                                                                 | 1                                                                                                                 |
 |  compiler               | clang 18.1.3                                                                                                      | clang 18.1.3                                                                                                      |
 |  cores                  | 0                                                                                                                 | 0                                                                                                                 |
 |  data_preparation_cores | 0                                                                                                                 | 0                                                                                                                 |
 |  date                   | 2025-06-06 14:16:42                                                                                               | 2025-06-07 23:03:00                                                                                               |
-| ≠encoding               | {'default': {'encoding': 'Dictionary'}}                                                                           | None                                                                                                              |
 |  max_duration           | 60000000000                                                                                                       | 60000000000                                                                                                       |
 |  max_runs               | 50                                                                                                                | 50                                                                                                                |
 |  time_unit              | ns                                                                                                                | ns                                                                                                                |
 |  using_scheduler        | False                                                                                                             | False                                                                                                             |
 |  verify                 | False                                                                                                             | False                                                                                                             |
 |  warmup_duration        | 1000000000                                                                                                        | 1000000000                                                                                                        |
 +-------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 10a     ||   156.28 |   102.03 |  -35%˄ ||     6.40 |     9.80 |  +53%˄ | (run time too short) |
+| 10b     ||    94.97 |    58.48 |  -38%˄ ||    10.53 |    17.10 |  +62%˄ | (run time too short) |
+| 10c     ||   359.64 |   320.71 |  -11%˄ ||     2.78 |     3.12 |  +12%˄ | (run time too short) |
+| 11a     ||    29.57 |    26.69 |  -10%˄ ||    33.81 |    37.46 |  +11%˄ | (run time too short) |
 | 11b     ||    25.70 |    25.24 |   -2%˄ ||    38.90 |    39.61 |   +2%˄ | (run time too short) |
+| 11c     ||    24.61 |    21.13 |  -14%˄ ||    40.64 |    47.33 |  +16%˄ | (run time too short) |
+| 11d     ||    23.54 |    19.93 |  -15%˄ ||    42.48 |    50.16 |  +18%˄ | (run time too short) |
+| 12a     ||    31.96 |    29.55 |   -8%˄ ||    31.28 |    33.84 |   +8%˄ | (run time too short) |
+| 12b     ||    27.71 |    24.08 |  -13%˄ ||    36.09 |    41.53 |  +15%˄ | (run time too short) |
+| 12c     ||    74.30 |    69.18 |   -7%˄ ||    13.46 |    14.45 |   +7%˄ | (run time too short) |
+| 13a     ||   182.97 |   173.14 |   -5%˄ ||     5.47 |     5.78 |   +6%˄ | (run time too short) |
 | 13b     ||   236.04 |   230.52 |   -2%˄ ||     4.24 |     4.34 |   +2%˄ | (run time too short) |
+| 13c     ||    32.07 |    30.46 |   -5%˄ ||    31.18 |    32.83 |   +5%˄ | (run time too short) |
 | 13d     ||   532.31 |   513.74 |   -3%˄ ||     1.88 |     1.95 |   +4%˄ | (run time too short) |
+| 14a     ||   103.47 |    95.56 |   -8%˄ ||     9.66 |    10.46 |   +8%˄ | (run time too short) |
 | 14b     ||   110.68 |   107.93 |   -2%˄ ||     9.03 |     9.26 |   +3%˄ | (run time too short) |
+| 14c     ||   184.29 |   172.48 |   -6%˄ ||     5.43 |     5.80 |   +7%˄ | (run time too short) |
+| 15a     ||    76.45 |    49.74 |  -35%˄ ||    13.08 |    20.10 |  +54%˄ | (run time too short) |
+| 15b     ||    80.24 |    54.51 |  -32%˄ ||    12.46 |    18.34 |  +47%˄ | (run time too short) |
+| 15c     ||    52.04 |    40.07 |  -23%˄ ||    19.21 |    24.96 |  +30%˄ | (run time too short) |
+| 15d     ||    49.36 |    36.92 |  -25%˄ ||    20.26 |    27.08 |  +34%˄ | (run time too short) |
+| 16a     ||  1445.42 |  1368.79 |   -5%  ||     0.68 |     0.72 |   +5%  | (run time too short) |
+| 16b     ||  2709.47 |  2555.94 |   -6%  ||     0.37 |     0.38 |   +5%  | (run time too short) |
+| 16c     ||  1621.40 |  1539.14 |   -5%  ||     0.62 |     0.63 |   +3%  | (run time too short) |
+| 16d     ||  1575.46 |  1502.31 |   -5%  ||     0.63 |     0.65 |   +3%  | (run time too short) |
 | 17a     ||   462.60 |   442.73 |   -4%˄ ||     2.16 |     2.26 |   +4%˄ | (run time too short) |
 | 17b     ||   366.49 |   360.55 |   -2%˄ ||     2.73 |     2.77 |   +2%˄ | (run time too short) |
 | 17c     ||   345.77 |   340.67 |   -1%˄ ||     2.89 |     2.94 |   +1%˄ | (run time too short) |
+| 17d     ||   428.13 |   403.16 |   -6%˄ ||     2.34 |     2.48 |   +6%˄ | (run time too short) |
+| 17e     ||  1674.18 |  1587.92 |   -5%  ||     0.58 |     0.62 |   +6%  | (run time too short) |
+| 17f     ||   946.83 |   890.55 |   -6%˄ ||     1.06 |     1.12 |   +6%˄ | (run time too short) |
+| 18a     ||   143.70 |   126.35 |  -12%˄ ||     6.96 |     7.91 |  +14%˄ | (run time too short) |
+| 18b     ||   107.32 |    99.80 |   -7%˄ ||     9.32 |    10.02 |   +8%˄ | (run time too short) |
+| 18c     ||   199.17 |   184.21 |   -8%˄ ||     5.02 |     5.43 |   +8%˄ | (run time too short) |
+| 19a     ||   221.40 |   199.33 |  -10%˄ ||     4.52 |     5.02 |  +11%˄ | (run time too short) |
+| 19b     ||   192.93 |   166.58 |  -14%˄ ||     5.18 |     6.00 |  +16%˄ | (run time too short) |
+| 19c     ||   266.70 |   239.94 |  -10%˄ ||     3.75 |     4.17 |  +11%˄ | (run time too short) |
+| 19d     ||   749.25 |   708.12 |   -5%˄ ||     1.33 |     1.41 |   +6%˄ | (run time too short) |
+| 1a      ||    10.27 |     7.03 |  -32%˄ ||    97.39 |   142.25 |  +46%˄ | (run time too short) |
+| 1b      ||    16.44 |    13.62 |  -17%˄ ||    60.81 |    73.42 |  +21%˄ | (run time too short) |
+| 1c      ||    21.63 |    14.96 |  -31%˄ ||    46.22 |    66.82 |  +45%˄ | (run time too short) |
+| 1d      ||     9.47 |     6.43 |  -32%˄ ||   105.55 |   155.45 |  +47%˄ | (run time too short) |
+| 20a     ||   554.43 |   507.47 |   -8%˄ ||     1.80 |     1.97 |   +9%˄ | (run time too short) |
+| 20b     ||   602.99 |   544.04 |  -10%˄ ||     1.66 |     1.84 |  +11%˄ | (run time too short) |
+| 20c     ||   435.79 |   359.32 |  -18%˄ ||     2.29 |     2.78 |  +21%˄ | (run time too short) |
+| 21a     ||    44.65 |    40.62 |   -9%˄ ||    22.39 |    24.62 |  +10%˄ | (run time too short) |
+| 21b     ||    34.60 |    31.08 |  -10%˄ ||    28.90 |    32.18 |  +11%˄ | (run time too short) |
+| 21c     ||    40.86 |    36.82 |  -10%˄ ||    24.47 |    27.16 |  +11%˄ | (run time too short) |
+| 22a     ||   184.53 |   163.84 |  -11%˄ ||     5.42 |     6.10 |  +13%˄ | (run time too short) |
+| 22b     ||   167.60 |   146.29 |  -13%˄ ||     5.97 |     6.84 |  +15%˄ | (run time too short) |
+| 22c     ||   250.95 |   224.35 |  -11%˄ ||     3.98 |     4.46 |  +12%˄ | (run time too short) |
+| 22d     ||   366.64 |   348.15 |   -5%˄ ||     2.73 |     2.87 |   +5%˄ | (run time too short) |
+| 23a     ||    55.36 |    43.23 |  -22%˄ ||    18.06 |    23.13 |  +28%˄ | (run time too short) |
+| 23b     ||    60.46 |    50.84 |  -16%˄ ||    16.54 |    19.67 |  +19%˄ | (run time too short) |
+| 23c     ||    58.79 |    45.93 |  -22%˄ ||    17.01 |    21.77 |  +28%˄ | (run time too short) |
+| 24a     ||   219.28 |   200.15 |   -9%˄ ||     4.56 |     5.00 |  +10%˄ | (run time too short) |
+| 24b     ||   203.05 |   185.53 |   -9%˄ ||     4.92 |     5.39 |   +9%˄ | (run time too short) |
+| 25a     ||   104.68 |    94.92 |   -9%˄ ||     9.55 |    10.53 |  +10%˄ | (run time too short) |
+| 25b     ||    64.12 |    60.82 |   -5%˄ ||    15.59 |    16.44 |   +5%˄ | (run time too short) |
+| 25c     ||   241.92 |   224.06 |   -7%˄ ||     4.13 |     4.46 |   +8%˄ | (run time too short) |
+| 26a     ||   170.91 |   160.66 |   -6%˄ ||     5.85 |     6.22 |   +6%˄ | (run time too short) |
+| 26b     ||   142.08 |   130.89 |   -8%˄ ||     7.04 |     7.64 |   +9%˄ | (ru
10000
n time too short) |
+| 26c     ||   320.37 |   303.66 |   -5%˄ ||     3.12 |     3.29 |   +6%˄ | (run time too short) |
+| 27a     ||    37.56 |    34.06 |   -9%˄ ||    26.62 |    29.35 |  +10%˄ | (run time too short) |
+| 27b     ||    26.49 |    24.78 |   -6%˄ ||    37.75 |    40.34 |   +7%˄ | (run time too short) |
+| 27c     ||    40.93 |    36.55 |  -11%˄ ||    24.43 |    27.35 |  +12%˄ | (run time too short) |
+| 28a     ||   212.25 |   188.33 |  -11%˄ ||     4.71 |     5.31 |  +13%˄ | (run time too short) |
+| 28b     ||    80.16 |    67.47 |  -16%˄ ||    12.47 |    14.82 |  +19%˄ | (run time too short) |
+| 28c     ||   186.96 |   164.00 |  -12%˄ ||     5.35 |     6.10 |  +14%˄ | (run time too short) |
+| 29a     ||   178.86 |   162.73 |   -9%˄ ||     5.59 |     6.15 |  +10%˄ | (run time too short) |
+| 29b     ||   930.66 |   756.13 |  -19%˄ ||     1.07 |     1.32 |  +23%˄ | (run time too short) |
+| 29c     ||   222.11 |   198.49 |  -11%˄ ||     4.50 |     5.04 |  +12%˄ | (run time too short) |
+| 2a      ||    29.20 |    25.22 |  -14%˄ ||    34.24 |    39.65 |  +16%˄ | (run time too short) |
+| 2b      ||    26.55 |    23.02 |  -13%˄ ||    37.66 |    43.43 |  +15%˄ | (run time too short) |
+| 2c      ||    21.95 |    19.02 |  -13%˄ ||    45.56 |    52.56 |  +15%˄ | (run time too short) |
+| 2d      ||    57.77 |    51.67 |  -11%˄ ||    17.31 |    19.35 |  +12%˄ | (run time too short) |
+| 30a     ||    90.03 |    82.26 |   -9%˄ ||    11.11 |    12.16 |   +9%˄ | (run time too short) |
+| 30b     ||    92.51 |    86.12 |   -7%˄ ||    10.81 |    11.61 |   +7%˄ | (run time too short) |
+| 30c     ||   159.61 |   145.74 |   -9%˄ ||     6.27 |     6.86 |  +10%˄ | (run time too short) |
+| 31a     ||    79.45 |    72.19 |   -9%˄ ||    12.59 |    13.85 |  +10%˄ | (run time too short) |
+| 31b     ||    84.05 |    71.26 |  -15%˄ ||    11.90 |    14.03 |  +18%˄ | (run time too short) |
+| 31c     ||    90.35 |    82.40 |   -9%˄ ||    11.07 |    12.14 |  +10%˄ | (run time too short) |
+| 32a     ||    14.96 |     9.81 |  -34%˄ ||    66.85 |   101.90 |  +52%˄ | (run time too short) |
+| 32b     ||    36.31 |    27.87 |  -23%˄ ||    27.54 |    35.87 |  +30%˄ | (run time too short) |
+| 33a     ||    34.06 |    28.97 |  -15%˄ ||    29.36 |    34.52 |  +18%˄ | (run time too short) |
+| 33b     ||    22.84 |    18.26 |  -20%˄ ||    43.78 |    54.76 |  +25%˄ | (run time too short) |
+| 33c     ||    45.43 |    39.53 |  -13%˄ ||    22.01 |    25.30 |  +15%˄ | (run time too short) |
+| 3a      ||    71.03 |    64.58 |   -9%˄ ||    14.08 |    15.48 |  +10%˄ | (run time too short) |
+| 3b      ||    19.87 |    16.40 |  -17%˄ ||    50.32 |    60.97 |  +21%˄ | (run time too short) |
+| 3c      ||   223.76 |   208.28 |   -7%˄ ||     4.47 |     4.80 |   +7%˄ | (run time too short) |
+| 4a      ||   150.45 |   142.04 |   -6%˄ ||     6.65 |     7.04 |   +6%˄ | (run time too short) |
+| 4b      ||    18.45 |    15.14 |  -18%˄ ||    54.18 |    66.04 |  +22%˄ | (run time too short) |
+| 4c      ||   191.03 |   180.31 |   -6%˄ ||     5.23 |     5.55 |   +6%˄ | (run time too short) |
+| 5a      ||    64.67 |    48.82 |  -25%˄ ||    15.46 |    20.48 |  +32%˄ | (run time too short) |
+| 5b      ||    61.21 |    49.42 |  -19%˄ ||    16.34 |    20.23 |  +24%˄ | (run time too short) |
+| 5c      ||    99.55 |    87.52 |  -12%˄ ||    10.04 |    11.43 |  +14%˄ | (run time too short) |
+| 6a      ||   167.34 |   146.71 |  -12%˄ ||     5.98 |     6.82 |  +14%˄ | (run time too short) |
+| 6b      ||   178.05 |   160.05 |  -10%˄ ||     5.62 |     6.25 |  +11%˄ | (run time too short) |
+| 6c      ||   157.83 |   138.31 |  -12%˄ ||     6.34 |     7.23 |  +14%˄ | (run time too short) |
+| 6d      ||   389.69 |   362.62 |   -7%˄ ||     2.57 |     2.76 |   +7%˄ | (run time too short) |
+| 6e      ||   164.69 |   141.56 |  -14%˄ ||     6.07 |     7.06 |  +16%˄ | (run time too short) |
+| 6f      ||   721.47 |   689.05 |   -4%˄ ||     1.39 |     1.45 |   +5%˄ | (run time too short) |
+| 7a      ||    92.60 |    81.23 |  -12%˄ ||    10.80 |    12.31 |  +14%˄ | (run time too short) |
+| 7b      ||    86.43 |    77.05 |  -11%˄ ||    11.57 |    12.98 |  +12%˄ | (run time too short) |
+| 7c      ||   576.79 |   547.30 |   -5%˄ ||     1.73 |     1.83 |   +5%˄ | (run time too short) |
+| 8a      ||   202.35 |   169.08 |  -16%˄ ||     4.94 |     5.91 |  +20%˄ | (run time too short) |
+| 8b      ||   188.95 |   160.91 |  -15%˄ ||     5.29 |     6.21 |  +17%˄ | (run time too short) |
+| 8c      ||  1863.54 |  1754.17 |   -6%  ||     0.53 |     0.57 |   +6%  |               0.0000 |
+| 8d      ||   488.32 |   450.62 |   -8%˄ ||     2.05 |     2.22 |   +8%˄ | (run time too short) |
+| 9a      ||   257.35 |   235.49 |   -8%˄ ||     3.89 |     4.25 |   +9%˄ | (run time too short) |
+| 9b      ||   165.70 |   135.02 |  -19%˄ ||     6.03 |     7.41 |  +23%˄ | (run time too short) |
+| 9c      ||   311.21 |   283.70 |   -9%˄ ||     3.21 |     3.52 |  +10%˄ | (run time too short) |
+| 9d      ||   457.28 |   431.76 |   -6%˄ ||     2.19 |     2.32 |   +6%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum     || 30496.95 | 28055.90 |   -8%  ||          |          |        |                      |
+| Geomean ||          |          |        ||          |          |  +14%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: -3% || Geometric mean of throughput changes: +3%
Configuration Overview - click to expand
 +Configuration Overview---------+---------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_ordered.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_bb1319be18bfe505d05247307f454accd4e27f5d_mt_ordered.json |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                            | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                                            |
 |  benchmark_mode               | Ordered                                                                                                                   | Ordered                                                                                                                   |
 |  build_type                   | release                                                                                                                   | release                                                                                                                   |
 |  chunk_indexes                | False                                                                                                                     | False                                                                                                                     |
 |  chunk_size                   | 65535                                                                                                                     | 65535                                                                                                                     |
 |  clients                      | 1                                                                                                                         | 1                                                                                                                         |
 |  compiler                     | clang 18.1.3                                                                                                              | clang 18.1.3                                                                                                              |
 |  cores                        | 64                                                                                                                        | 64                                                                                                                        |
 |  data_preparation_cores       | 0                                                                                                                         | 0                                                                                                                         |
 |  date                         | 2025-06-06 14:41:54                                                                                                       | 2025-06-07 23:26:17                                                                                                       |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                   | None                                                                                                                      |
 |  max_duration                 | 60000000000                                                                                                               | 60000000000                                                                                                               |
 |  max_runs                     | 50                                                                                                                        | 50                                                                                                                        |
 |  time_unit                    | ns                                                                                                                        | ns                                                                                                                        |
 |  using_scheduler              | True                                                                                                                      | True                                                                                                                      |
 |  utilized_cores_per_numa_node | [64]                                                                                                                      | [64]                                                                                                                      |
 |  verify                       | False                                                                                                                     | False                                                                                                                     |
 |  warmup_duration              | 1000000000                                                                                                                | 1000000000                                                                                                                |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 10a     ||    39.83 |    37.90 |   -5%˄ ||    25.08 |    26.36 |   +5%˄ | (run time too short) |
+| 10b     ||    18.33 |    17.35 |   -5%˄ ||    54.46 |    57.51 |   +6%˄ | (run time too short) |
 | 10c     ||   120.65 |   119.19 |   -1%˄ ||     8.29 |     8.39 |   +1%˄ | (run time too short) |
 | 11a     ||    10.54 |    10.21 |   -3%˄ ||    94.59 |    97.64 |   +3%˄ | (run time too short) |
 | 11b     ||     8.37 |     8.16 |   -3%˄ ||   119.00 |   122.12 |   +3%˄ | (run time too short) |
 | 11c     ||    23.23 |    22.58 |   -3%˄ ||    42.98 |    44.22 |   +3%˄ | (run time too short) |
 | 11d     ||    27.18 |    26.54 |   -2%˄ ||    36.74 |    37.63 |   +2%˄ | (run time too short) |
 | 12a     ||    21.55 |    20.96 |   -3%˄ ||    46.32 |    47.63 |   +3%˄ | (run time too short) |
 | 12b     ||    12.03 |    11.91 |   -1%˄ ||    82.86 |    83.68 |   +1%˄ | (run time too short) |
 | 12c     ||    51.14 |    49.97 |   -2%˄ ||    19.54 |    20.00 |   +2%˄ | (run time too short) |
+| 13a     ||   134.71 |   128.43 |   -5%˄ ||     7.42 |     7.78 |   +5%˄ | (run time too short) |
 | 13b     ||    96.71 |    92.64 |   -4%˄ ||    10.34 |    10.79 |   +4%˄ | (run time too short) |
 | 13c     ||    15.59 |    15.72 |   +1%˄ ||    63.99 |    63.46 |   -1%˄ | (run time too short) |
 | 13d     ||   372.34 |   364.41 |   -2%˄ ||     2.69 |     2.74 |   +2%˄ | (run time too short) |
 | 14a     ||    57.08 |    55.51 |   -3%˄ ||    17.51 |    18.00 |   +3%˄ | (run time too short) |
 | 14b     ||    72.00 |    71.35 |   -1%˄ ||    13.88 |    14.01 |   +1%˄ | (run time too short) |
 | 14c     ||   118.28 |   113.20 |   -4%˄ ||     8.45 |     8.83 |   +4%˄ | (run time too short) |
 | 15a     ||    30.30 |    29.04 |   -4%˄ ||    32.97 |    34.40 |   +4%˄ | (run time too short) |
 | 15b     ||    24.94 |    24.94 |   -0%˄ ||    40.03 |    40.05 |   +0%˄ | (run time too short) |
+| 15c     ||    23.12 |    21.84 |   -6%˄ ||    43.18 |    45.72 |   +6%˄ | (run time too short) |
+| 15d     ||    28.99 |    27.59 |   -5%˄ ||    34.45 |    36.21 |   +5%˄ | (run time too short) |
 | 16a     ||   846.11 |   819.64 |   -3%˄ ||     1.18 |     1.22 |   +3%˄ | (run time too short) |
 | 16b     ||  2054.41 |  1999.27 |   -3%  ||     0.48 |     0.48 |   +0%  | (run time too short) |
 | 16c     ||  1005.65 |   977.34 |   -3%˄ ||     0.99 |     1.02 |   +3%˄ | (run time too short) |
 | 16d     ||   967.56 |   937.89 |   -3%˄ ||     1.03 |     1.07 |   +3%˄ | (run time too short) |
 | 17a     ||   187.95 |   183.64 |   -2%˄ ||     5.32 |     5.44 |   +2%˄ | (run time too short) |
 | 17b     ||   155.80 |   154.74 |   -1%˄ ||     6.42 |     6.46 |   +1%˄ | (run time too short) |
 | 17c     ||   128.35 |   126.05 |   -2%˄ ||     7.79 |     7.93 |   +2%˄ | (run time too short) |
 | 17d     ||   126.57 |   122.10 |   -4%˄ ||     7.90 |     8.19 |   +4%˄ | (run time too short) |
 | 17e     ||   846.50 |   811.66 |   -4%˄ ||     1.18 |     1.23 |   +4%˄ | (run time too short) |
 | 17f     ||   322.94 |   314.65 |   -3%˄ ||     3.10 |     3.18 |   +3%˄ | (run time too short) |
 | 18a     ||    52.67 |    51.16 |   -3%˄ ||    18.97 |    19.53 |   +3%˄ | (run time too short) |
 | 18b     ||    50.23 |    49.40 |   -2%˄ ||    19.89 |    20.23 |   +2%˄ | (run time too short) |
 | 18c     ||    99.03 |   101.00 |   +2%˄ ||    10.09 |     9.90 |   -2%˄ | (run time too short) |
 | 19a     ||   100.42 |    97.29 |   -3%˄ ||     9.95 |    10.27 |   +3%˄ | (run time too short) |
+| 19b     ||    62.93 |    59.96 |   -5%˄ ||    15.88 |    16.67 |   +5%˄ | (run time too short) |
 | 19c     ||   113.80 |   111.76 |   -2%˄ ||     8.78 |     8.94 |   +2%˄ | (run time too short) |
 | 19d     ||   520.87 |   512.67 |   -2%˄ ||     1.92 |     1.95 |   +2%˄ | (run time too short) |
+| 1a      ||     6.36 |     6.06 |   -5%˄ ||   156.53 |   164.11 |   +5%˄ | (run time too short) |
 | 1b      ||     4.48 |     4.32 |   -4%˄ ||   221.24 |   229.68 |   +4%˄ | (run time too short) |
+| 1c      ||     4.00 |     3.78 |   -6%˄ ||   247.71 |   262.11 |   +6%˄ | (run time too short) |
+| 1d      ||     5.02 |     4.76 |   -5%˄ ||   198.07 |   208.58 |   +5%˄ | (run time too short) |
 | 20a     ||    83.48 |    81.14 |   -3%˄ ||    11.97 |    12.32 |   +3%˄ | (run time too short) |
 | 20b     ||    72.40 |    71.03 |   -2%˄ ||    13.81 |    14.07 |   +2%˄ | (run time too short) |
 | 20c     ||    79.82 |    77.77 |   -3%˄ ||    12.52 |    12.85 |   +3%˄ | (run time too short) |
 | 21a     ||    16.66 |    16.37 |   -2%˄ ||    59.89 |    60.94 |   +2%˄ | (run time too short) |
 | 21b     ||    15.15 |    14.72 |   -3%˄ ||    65.86 |    67.80 |   +3%˄ | (run time too short) |
 | 21c     ||    18.69 |    18.09 |   -3%˄ ||    53.39 |    55.16 |   +3%˄ | (run time too short) |
+| 22a     ||    73.07 |    69.56 |   -5%˄ ||    13.68 |    14.37 |   +5%˄ | (run time too short) |
+| 22b     ||    54.81 |    52.31 |   -5%˄ ||    18.23 |    19.10 |   +5%˄ | (run time too short) |
 | 22c     ||   123.41 |   121.28 |   -2%˄ ||     8.10 |     8.24 |   +2%˄ | (run time too short) |
+| 22d     ||   223.78 |   213.33 |   -5%˄ ||     4.47 |     4.69 |   +5%˄ | (run time too short) |
+| 23a     ||    16.50 |    15.35 |   -7%˄ ||    60.47 |    65.00 |   +7%˄ | (run time too short) |
 | 23b     ||    27.03 |    26.30 |   -3%˄ ||    36.94 |    37.98 |   +3%˄ | (run time too short) |
+| 23c     ||    18.76 |    17.28 |   -8%˄ ||    53.19 |    57.77 |   +9%˄ | (run time too short) |
 | 24a     ||    60.07 |    59.44 |   -1%˄ ||    16.63 |    16.81 |   +1%˄ | (run time too short) |
 | 24b     ||    60.36 |    59.76 |   -1%˄ ||    16.55 |    16.72 |   +1%˄ | (run time too short) |
 | 25a     ||    57.48 |    56.04 |   -3%˄ ||    17.38 |    17.83 |   +3%˄ | (run time too short) |
 | 25b     ||    32.64 |    32.08 |   -2%˄ ||    30.60 |    31.13 |   +2%˄ | (run time too short) |
 | 25c     ||   157.31 |   154.23 |   -2%˄ ||     6.36 |     6.48 |   +2%˄ | (run time too short) |
 | 26a     ||    86.84 |    84.30 |   -3%˄ ||    11.51 |    11.86 |   +3%˄ | (run time too short) |
 | 26b     ||    64.08 |    62.16 |   -3%˄ ||    15.59 |    16.08 |   +3%˄ | (run time too short) |
 | 26c     ||   131.43 |   129.07 |   -2%˄ ||     7.61 |     7.75 |   +2%˄ | (run time too short) |
 | 27a     ||    19.60 |    19.32 |   -1%˄ ||    50.93 |    51.66 |   +1%˄ | (run time too short) |
 | 27b     ||    18.21 |    17.96 |   -1%˄ ||    54.80 |    55.58 |   +1%˄ | (run time too short) |
 | 27c     ||    18.26 |    17.59 |   -4%˄ ||    54.65 |    56.74 |   +4%˄ | (run time too short) |
+| 28a     ||   126.69 |   120.49 |   -5%˄ ||     7.89 |     8.30 |   +5%˄ | (run time too short) |
 | 28b     ||    27.56 |    26.69 |   -3%˄ ||    36.24 |    37.41 |   +3%˄ | (run time too short) |
+| 28c     ||   105.64 |   100.59 |   -5%˄ ||     9.46 |     9.94 |   +5%˄ | (run time too short) |
 | 29a     ||    52.78 |    52.55 |   -0%˄ ||    18.93 |    19.02 |   +0%˄ | (run time too short) |
 | 29b     ||   133.17 |   129.47 |   -3%˄ ||     7.51 |     7.72 |   +3%˄ | (run time too short) |
 | 29c     ||    65.92 |    65.39 |   -1%˄ ||    15.16 |    15.28 |   +1%˄ | (run time too short) |
 | 2a      ||    22.42 |    21.73 |   -3%˄ ||    44.53 |    45.96 |   +3%˄ | (run time too short) |
 | 2b      ||    19.70 |    18.91 |   -4%˄ ||    50.67 |    52.79 |   +4%˄ | (run time too short) |
 | 2c      ||    13.85 |    13.48 |   -3%˄ ||    72.06 |    74.00 |   +3%˄ | (run time too short) |
+| 2d      ||    52.65 |    49.61 |   -6%˄ ||    18.98 |    20.15 |   +6%˄ | (run time too short) |
 | 30a     ||    48.40 |    46.94 |   -3%˄ ||    20.64 |    21.29 |   +3%˄ | (run time too short) |
 | 30b     ||    37.02 |    35.88 |   -3%˄ ||    26.98 |    27.84 |   +3%˄ | (run time too short) |
 | 30c     ||   115.23 |   111.63 |   -3%˄ ||     8.67 |     8.95 |   +3%˄ | (run time too short) |
 | 31a     ||    38.97 |    38.51 |   -1%˄ ||    25.63 |    25.94 |   +1%˄ | (run time too short) |
 | 31b     ||    34.28 |    34.08 |   -1%˄ ||    29.14 |    29.31 |   +1%˄ | (run time too short) |
 | 31c     ||    43.18 |    42.20 |   -2%˄ ||    23.14 |    23.67 |   +2%˄ | (run time too short) |
+| 32a     ||     6.39 |     5.94 |   -7%˄ ||   155.84 |   167.52 |   +7%˄ | (run time too short) |
 | 32b     ||    28.36 |    28.83 |   +2%˄ ||    35.22 |    34.65 |   -2%˄ | (run time too short) |
+| 33a     ||    10.56 |    10.10 |   -4%˄ ||    94.40 |    98.69 |   +5%˄ | (run time too short) |
 | 33b     ||     8.44 |     8.31 |   -2%˄ ||   117.95 |   119.88 |   +2%˄ | (run time too short) |
 | 33c     ||    18.82 |    18.27 |   -3%˄ ||    53.03 |    54.63 |   +3%˄ | (run time too short) |
 | 3a      ||    38.67 |    37.62 |   -3%˄ ||    25.83 |    26.55 |   +3%˄ | (run time too short) |
 | 3b      ||     6.60 |     6.46 |   -2%˄ ||   150.76 |   154.13 |   +2%˄ | (run time too short) |
 | 3c      ||    71.85 |    74.32 |   +3%˄ ||    13.91 |    13.45 |   -3%˄ | (run time too short) |
 | 4a      ||    69.52 |    66.96 |   -4%˄ ||    14.38 |    14.93 |   +4%˄ | (run time too short) |
 | 4b      ||     5.19 |     5.12 |   -1%˄ ||   191.35 |   194.20 |   +1%˄ | (run time too short) |
 | 4c      ||    86.15 |    85.14 |   -1%˄ ||    11.60 |    11.74 |   +1%˄ | (run time too short) |
 | 5a      ||    24.54 |    25.02 |   +2%˄ ||    40.69 |    39.91 |   -2%˄ | (run time too short) |
 | 5b      ||    20.66 |    20.43 |   -1%˄ ||    48.32 |    48.86 |   +1%˄ | (run time too short) |
 | 5c      ||    48.59 |    47.89 |   -1%˄ ||    20.56 |    20.87 |   +1%˄ | (run time too short) |
 | 6a      ||    29.21 |    28.90 |   -1%˄ ||    34.19 |    34.56 |   +1%˄ | (run time too short) |
 | 6b      ||    50.78 |    49.31 |   -3%˄ ||    19.68 |    20.27 |   +3%˄ | (run time too short) |
-| 6c      ||    26.47 |    27.92 |   +5%˄ ||    37.72 |    35.77 |   -5%˄ | (run time too short) |
 | 6d      ||   129.28 |   127.98 |   -1%˄ ||     7.73 |     7.81 |   +1%˄ | (run time too short) |
 | 6e      ||    28.77 |    29.35 |   +2%˄ ||    34.72 |    34.03 |   -2%˄ | (run time too short) |
 | 6f      ||   479.70 |   476.52 |   -1%˄ ||     2.08 |     2.10 |   +1%˄ | (run time too short) |
 | 7a      ||    27.26 |    27.15 |   -0%˄ ||    36.63 |    36.78 |   +0%˄ | (run time too short) |
 | 7b      ||    25.77 |    26.08 |   +1%˄ ||    38.76 |    38.29 |   -1%˄ | (run time too short) |
 | 7c      ||   257.05 |   258.30 |   +0%˄ ||     3.89 |     3.87 |   -0%˄ | (run time too short) |
 | 8a      ||    41.73 |    40.44 |   -3%˄ ||    23.94 |    24.71 |   +3%˄ | (run time too short) |
 | 8b      ||    40.17 |    39.28 |   -2%˄ ||    24.87 |    25.43 |   +2%˄ | (run time too short) |
+| 8c      ||  1133.53 |  1084.71 |   -4%˄ ||     0.88 |     0.92 |   +5%˄ | (run time too short) |
 | 8d      ||   278.75 |   267.79 |   -4%˄ ||     3.59 |     3.73 |   +4%˄ | (run time too short) |
 | 9a      ||   132.07 |   128.40 |   -3%˄ ||     7.57 |     7.79 |   +3%˄ | (run time too short) |
 | 9b      ||    74.63 |    71.60 |   -4%˄ ||    13.39 |    13.96 |   +4%˄ | (run time too short) |
 | 9c      ||   149.21 |   144.78 |   -3%˄ ||     6.70 |     6.91 |   +3%˄ | (run time too short) |
 | 9d      ||   353.48 |   352.11 |   -0%˄ ||     2.83 |     2.84 |   +0%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 15138.04 | 14734.20 |   -3%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   +3%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -4% || Geometric mean of throughput changes: +4%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_bb1319be18bfe505d05247307f454accd4e27f5d_mt.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                    | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                                    |
 |  benchmark_mode               | Shuffled                                                                                                          | Shuffled                                                                                                          |
 |  build_type                   | release                                                                                                           | release                                                                                                           |
 |  chunk_indexes                | False                                                                                                             | False                                                                                                             |
 |  chunk_size                   | 65535                                                                                                             | 65535                                                                                                             |
 |  clients                      | 64                                                                                                                | 64                                                                                                                |
 |  compiler                     | clang 18.1.3                                                                                                      | clang 18.1.3                                                                                                      |
 |  cores                        | 64                                                                                                                | 64                                                                                                                |
 |  data_preparation_cores       | 0                                                                                                                 | 0                                                                                                                 |
 |  date                         | 2025-06-06 14:56:30                                                                                               | 2025-06-07 23:40:29                                                                                               |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                           | None                                                                                                              |
 |  max_duration                 | 1200000000000                                                                                                     | 1200000000000                                                                                                     |
 |  max_runs                     | -1                                                                                                                | -1                                                                                                                |
 |  time_unit                    | ns                                                                                                                | ns                                                                                                                |
 |  using_scheduler              | True                                                                                                              | True                                                                                                              |
 |  utilized_cores_per_numa_node | [64]                                                                                                              | [64]                                                                                                              |
 |  verify                       | False                                                                                                             | False                                                                                                             |
 |  warmup_duration              | 0                                                                                                                 | 0                                                                                                                 |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| 10a     ||   207.30 |   187.07 |  -10%  ||     1.18 |     1.22 |   +4%  |  0.2742 |
+| 10b     ||   146.27 |   126.90 |  -13%  ||     1.18 |     1.22 |   +4%  |  0.2017 |
+| 10c     ||   709.92 |   656.36 |   -8%  ||     1.18 |     1.22 |   +4%  |  0.1041 |
 | 11a     ||    90.30 |    93.11 |   +3%  ||     1.18 |     1.22 |   +4%  |  0.8415 |
-| 11b     ||    77.36 |    96.35 |  +25%  ||     1.18 |     1.22 |   +4%  |  0.1034 |
 | 11c     ||   125.80 |   122.77 |   -2%  ||     1.18 |     1.22 |   +4%  |  0.8045 |
+| 11d     ||    95.39 |    90.01 |   -6%  ||     1.18 |     1.22 |   +4%  |  0.5779 |
+| 12a     ||   161.32 |   152.21 |   -6%  ||     1.18 |     1.22 |   +4%  |  0.4984 |
+| 12b     ||    86.09 |    75.17 |  -13%  ||     1.18 |     1.22 |   +4%  |  0.3270 |
+| 12c     ||   396.66 |   339.94 |  -14%  ||     1.18 |     1.22 |   +4%  |  0.0309 |
+| 13a     ||   541.77 |   459.04 |  -15%  ||     1.18 |     1.22 |   +4%  |  0.0015 |
 | 13b     ||   366.20 |   352.44 |   -4%  ||     1.18 |     1.22 |   +4%  |  0.5919 |
-| 13c     ||    90.68 |    96.26 |   +6%  ||     1.18 |     1.22 |   +4%  |  0.6187 |
 | 13d     ||   941.54 |   907.78 |   -4%  ||     1.18 |     1.22 |   +4%  |  0.2494 |
 | 14a     ||   441.14 |   423.50 |   -4%  ||     1.18 |     1.22 |   +4%  |  0.5057 |
+| 14b     ||   486.85 |   434.53 |  -11%  ||     1.18 |     1.22 |   +4%  |  0.0705 |
+| 14c     ||   656.58 |   622.74 |   -5%  ||     1.18 |     1.22 |   +4%  |  0.2811 |
+| 15a     ||   129.97 |   106.57 |  -18%  ||     1.18 |     1.22 |   +4%  |  0.0575 |
-| 15b     ||   119.85 |   132.99 |  +11%  ||     1.18 |     1.22 |   +4%  |  0.3932 |
+| 15c     ||   139.26 |   121.60 |  -13%  ||     1.18 |     1.22 |   +4%  |  0.1361 |
+| 15d     ||   159.80 |   150.74 |   -6%  ||     1.18 |     1.22 |   +4%  |  0.5056 |
+| 16a     ||  1796.01 |  1698.35 |   -5%  ||     1.18 |     1.22 |   +4%  |  0.0135 |
 | 16b     ||  3316.65 |  3213.15 |   -3%  ||     1.17 |     1.22 |   +4%  |  0.0148 |
 | 16c     ||  1990.67 |  1964.38 |   -1%  ||     1.18 |     1.22 |   +4%  |  0.5104 |
 | 16d     ||  1981.54 |  1910.46 |   -4%  ||     1.18 |     1.22 |   +4%  |  0.1008 |
 | 17a     ||   925.80 |   920.68 |   -1%  ||     1.18 |     1.22 |   +4%  |  0.8888 |
 | 17b     ||   711.79 |   683.28 |   -4%  ||     1.18 |     1.22 |   +4%  |  0.3803 |
 | 17c     ||   640.32 |   633.04 |   -1%  ||     1.18 |     1.22 |   +4%  |  0.8234 |
-| 17d     ||   607.26 |   634.88 |   +5%  ||     1.18 |     1.22 |   +4%  |  0.3660 |
 | 17e     ||  1770.67 |  1736.23 |   -2%  ||     1.18 |     1.22 |   +4%  |  0.3665 |
 | 17f     ||  1228.37 |  1220.81 |   -1%  ||     1.18 |     1.22 |   +4%  |  0.8553 |
 | 18a     ||   274.17 |   271.72 |   -1%  ||     1.18 |     1.22 |   +4%  |  0.9028 |
+| 18b     ||   433.79 |   399.27 |   -8%  ||     1.18 |     1.22 |   +4%  |  0.2352 |
 | 18c     ||   679.02 |   688.79 |   +1%  ||     1.18 |     1.22 |   +4%  |  0.7916 |
 | 19a     ||   569.58 |   592.42 |   +4%  ||     1.18 |     1.22 |   +4%  |  0.4754 |
 | 19b     ||   434.99 |   417.84 |   -4%  ||     1.18 |     1.22 |   +4%  |  0.5626 |
+| 19c     ||   676.73 |   595.37 |  -12%  ||     1.18 |     1.22 |   +4%  |  0.0126 |
 | 19d     ||  1445.51 |  1459.11 |   +1%  ||     1.18 |     1.22 |   +4%  |  0.7347 |
 | 1a      ||    38.64 |    37.11 |   -4%  ||     1.18 |     1.22 |   +4%  |  0.8172 |
+| 1b      ||    48.16 |    39.35 |  -18%  ||     1.18 |     1.22 |   +4%  |  0.1969 |
 | 1c      ||    68.71 |    67.39 |   -2%  ||     1.18 |     1.22 |   +4%  |  0.9165 |
+| 1d      ||    40.25 |    30.85 |  -23%  ||     1.18 |     1.22 |   +4%  |  0.2188 |
+| 20a     ||   488.60 |   440.67 |  -10%  ||     1.18 |     1.22 |   +4%  |  0.0783 |
+| 20b     ||   427.24 |   405.77 |   -5%  ||     1.18 |     1.22 |   +4%  |  0.4305 |
+| 20c     ||   423.66 |   385.86 |   -9%  ||     1.18 |     1.22 |   +4%  |  0.1414 |
 | 21a     ||   187.68 |   185.97 |   -1%  ||     1.18 |     1.22 |   +4%  |  0.9303 |
 | 21b     ||   133.19 |   128.17 |   -4%  ||     1.18 |     1.22 |   +4%  |  0.7247 |
+| 21c     ||   228.41 |   170.99 |  -25%  ||     1.18 |     1.22 |   +4%  |  0.0096 |
 | 22a     ||   489.12 |   494.07 |   +1%  ||     1.18 |     1.22 |   +4%  |  0.8582 |
-| 22b     ||   448.85 |   469.93 |   +5%  ||     1.18 |     1.22 |   +4%  |  0.4889 |
 | 22c     ||   715.90 |   687.47 |   -4%  ||     1.18 |     1.22 |   +4%  |  0.4130 |
 | 22d     ||   967.71 |   961.51 |   -1%  ||     1.18 |     1.22 |   +4%  |  0.8692 |
+| 23a     ||   156.52 |   140.23 |  -10%  ||     1.18 |     1.22 |   +4%  |  0.2636 |
+| 23b     ||   135.68 |   124.87 |   -8%  ||     1.18 |     1.22 |   +4%  |  0.4237 |
 | 23c     ||   174.25 |   169.38 |   -3%  ||     1.18 |     1.22 |   +4%  |  0.7946 |
+| 24a     ||   437.08 |   414.16 |   -5%  ||     1.18 |     1.22 |   +4%  |  0.4486 |
-| 24b     ||   315.19 |   331.44 |   +5%  ||     1.18 |     1.22 |   +4%  |  0.5190 |
+| 25a     ||   474.67 |   420.24 |  -11%  ||     1.18 |     1.22 |   +4%  |  0.0942 |
 | 25b     ||   248.57 |   258.00 |   +4%  ||     1.18 |     1.22 |   +4%  |  0.7027 |
 | 25c     ||   966.56 |   928.69 |   -4%  ||     1.18 |     1.22 |   +4%  |  0.3110 |
+| 26a     ||   425.47 |   403.65 |   -5%  ||     1.18 |     1.22 |   +4%  |  0.3219 |
+| 26b     ||   279.03 |   244.16 |  -12%  ||     1.18 |     1.22 |   +4%  |  0.0754 |
+| 26c     ||   655.79 |   622.69 |   -5%  ||     1.18 |     1.22 |   +4%  |  0.2474 |
 | 27a     ||   171.75 |   168.63 |   -2%  ||     1.18 |     1.22 |   +4%  |  0.8506 |
+| 27b     ||   174.04 |   149.71 |  -14%  ||     1.18 |     1.22 |   +4%  |  0.1459 |
 | 27c     ||   200.48 |   206.01 |   +3%  ||     1.18 |     1.22 |   +4%  |  0.8031 |
 | 28a     ||   672.36 |   655.90 |   -2%  ||     1.18 |     1.22 |   +4%  |  0.5680 |
-| 28b     ||   252.00 |   264.71 |   +5%  ||     1.18 |     1.22 |   +4%  |  0.5926 |
+| 28c     ||   696.21 |   636.22 |   -9%  ||     1.18 |     1.22 |   +4%  |  0.0684 |
+| 29a     ||   307.12 |   283.20 |   -8%  ||     1.18 |     1.22 |   +4%  |  0.3075 |
 | 29b     ||   369.39 |   360.37 |   -2%  ||     1.18 |     1.22 |   +4%  |  0.7209 |
+| 29c     ||   401.55 |   365.48 |   -9%  ||     1.18 |     1.22 |   +4%  |  0.1796 |
+| 2a      ||   147.76 |   130.10 |  -12%  ||     1.18 |     1.22 |   +4%  |  0.2386 |
+| 2b      ||   138.11 |   124.67 |  -10%  ||     1.18 |     1.22 |   +4%  |  0.3081 |
 | 2c      ||    90.14 |    92.83 |   +3%  ||     1.18 |     1.22 |   +4%  |  0.8010 |
 | 2d      ||   210.40 |   204.79 |   -3%  ||     1.18 |     1.22 |   +4%  |  0.7050 |
+| 30a     ||   374.76 |   335.22 |  -11%  ||     1.18 |     1.22 |   +4%  |  0.1124 |
-| 30b     ||   316.48 |   378.55 |  +20%  ||     1.18 |     1.22 |   +4%  |  0.0198 |
+| 30c     ||   720.14 |   649.05 |  -10%  ||     1.18 |     1.22 |   +4%  |  0.0334 |
+| 31a     ||   296.20 |   281.06 |   -5%  ||     1.18 |     1.22 |   +4%  |  0.4869 |
 | 31b     ||   261.70 |   250.37 |   -4%  ||     1.18 |     1.22 |   +4%  |  0.6303 |
-| 31c     ||   325.66 |   359.21 |  +10%  ||     1.18 |     1.22 |   +4%  |  0.2500 |
+| 32a     ||    52.34 |    36.33 |  -31%  ||     1.18 |     1.22 |   +4%  |  0.0013 |
+| 32b     ||   161.95 |   138.54 |  -14%  ||     1.18 |     1.22 |   +4%  |  0.0745 |
+| 33a     ||   138.99 |   107.00 |  -23%  ||     1.18 |     1.22 |   +4%  |  0.0737 |
-| 33b     ||    75.18 |   100.94 |  +34%  ||     1.18 |     1.22 |   +4%  |  0.0398 |
+| 33c     ||   153.11 |   126.63 |  -17%  ||     1.18 |     1.22 |   +4%  |  0.0623 |
+| 3a      ||   321.56 |   279.12 |  -13%  ||     1.18 |     1.22 |   +4%  |  0.0887 |
 | 3b      ||    75.63 |    72.57 |   -4%  ||     1.18 |     1.22 |   +4%  |  0.7830 |
 | 3c      ||   487.07 |   489.51 |   +0%  ||     1.18 |     1.22 |   +4%  |  0.9368 |
 | 4a      ||   297.69 |   285.43 |   -4%  ||     1.18 |     1.22 |   +4%  |  0.5401 |
-| 4b      ||    57.29 |    66.05 |  +15%  ||     1.18 |     1.22 |   +4%  |  0.4272 |
-| 4c      ||   298.11 |   332.24 |  +11%  ||     1.18 |     1.22 |   +4%  |  0.0826 |
+| 5a      ||   249.90 |   229.43 |   -8%  ||     1.18 |     1.22 |   +4%  |  0.3089 |
-| 5b      ||   159.53 |   167.58 |   +5%  ||     1.18 |     1.22 |   +4%  |  0.6499 |
 | 5c      ||   351.50 |   362.31 |   +3%  ||     1.18 |     1.22 |   +4%  |  0.7022 |
+| 6a      ||   161.91 |   148.83 |   -8%  ||     1.18 |     1.22 |   +4%  |  0.4190 |
+| 6b      ||   229.00 |   189.00 |  -17%  ||     1.18 |     1.22 |   +4%  |  0.0128 |
-| 6c      ||   120.14 |   132.90 |  +11%  ||     1.18 |     1.22 |   +4%  |  0.3806 |
 | 6d      ||   573.43 |   566.58 |   -1%  ||     1.18 |     1.22 |   +4%  |  0.8046 |
 | 6e      ||   154.70 |   152.30 |   -2%  ||     1.18 |     1.22 |   +4%  |  0.8891 |
 | 6f      ||  1253.69 |  1231.35 |   -2%  ||     1.18 |     1.22 |   +4%  |  0.4908 |
 | 7a      ||   165.54 |   166.76 |   +1%  ||     1.18 |     1.22 |   +4%  |  0.9481 |
+| 7b      ||   167.67 |   153.38 |   -9%  ||     1.18 |     1.22 |   +4%  |  0.3910 |
+| 7c      ||  1073.04 |  1010.61 |   -6%  ||     1.18 |     1.22 |   +4%  |  0.0590 |
+| 8a      ||   218.28 |   186.31 |  -15%  ||     1.18 |     1.22 |   +4%  |  0.1011 |
+| 8b      ||   160.39 |   151.41 |   -6%  ||     1.18 |     1.22 |   +4%  |  0.6859 |
 | 8c      ||  2396.25 |  2321.59 |   -3%  ||     1.18 |     1.22 |   +4%  |  0.0864 |
 | 8d      ||   891.97 |   861.89 |   -3%  ||     1.18 |     1.22 |   +4%  |  0.2873 |
+| 9a      ||   709.94 |   656.75 |   -7%  ||     1.18 |     1.22 |   +4%  |  0.1028 |
+| 9b      ||   379.06 |   348.06 |   -8%  ||     1.18 |     1.22 |   +4%  |  0.1107 |
 | 9c      ||   810.26 |   814.29 |   +0%  ||     1.18 |     1.22 |   +4%  |  0.9158 |
+| 9d      ||  1152.33 |  1098.07 |   -5%  ||     1.18 |     1.22 |   +4%  |  0.1014 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 54251.56 | 52230.29 |   -4%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   +4%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkStarSchema - single-threaded

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_0bcfa0250faed47181d2591d19daefc98bfcd5a4_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_bb1319be18bfe505d05247307f454accd4e27f5d_st.json |
 +-------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                     | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                                     |
 |  benchmark_mode         | Ordered                                                                                                            | Ordered                                                                                                            |
 |  build_type             | release                                                                                                            | release                                                                                                            |
 |  chunk_indexes          | False                                                                                                              | False                                                                                                              |
 |  chunk_size             | 65535                                                                                                              | 65535                                                                                                              |
 |  clients                | 1                                                                                                                  | 1                                                                                                                  |
 |  compiler               | clang 18.1.3                                                                                                       | clang 18.1.3                                                                                                       |
 |  cores                  | 0                                                                                                                  | 0                                                                                                                  |
 |  data_preparation_cores | 0                                                                                                                  | 0                                                                                                                  |
 |  date                   | 2025-06-06 15:16:50                                                                                                | 2025-06-08 00:00:50                                                                                                |
-| ≠encoding               | {'default': {'encoding': 'Dictionary'}}                                                                            | None                                                                                                               |
 |  max_duration           | 60000000000                                                                                                        | 60000000000                                                                                                        |
 |  max_runs               | 50                                                                                                                 | 50                                                                                                                 |
 |  scale_factor           | 10.0                                                                                                               | 10.0                                                                                                               |
 |  time_unit              | ns                                                                                                                 | ns                                                                                                                 |
 |  using_scheduler        | False                                                                                                              | False                                                                                                              |
 |  verify                 | False                                                                                                              | False                                                                                                              |
 |  warmup_duration        | 1000000000                                                                                                         | 1000000000                                                                                                         |
 +-------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |     new |        ||      old |      new |        |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | 1.1     ||   418.70 |  412.23 |   -2%˄ ||     2.39 |     2.43 |   +2%˄ | (run time too short) |
 | 1.2     ||   231.42 |  230.64 |   -0%˄ ||     4.32 |     4.34 |   +0%˄ | (run time too short) |
 | 1.3     ||   226.28 |  220.58 |   -3%˄ ||     4.42 |     4.53 |   +3%˄ | (run time too short) |
 | 2.1     ||   512.39 |  517.62 |   +1%˄ ||     1.95 |     1.93 |   -1%˄ | (run time too short) |
 | 2.2     ||   279.38 |  282.06 |   +1%˄ ||     3.58 |     3.55 |   -1%˄ | (run time too short) |
 | 2.3     ||   175.89 |  178.54 |   +2%˄ ||     5.69 |     5.60 |   -1%˄ | (run time too short) |
 | 3.1     ||  2621.47 | 2632.20 |   +0%  ||     0.37 |     0.37 |   +0%  | (run time too short) |
 | 3.2     ||   286.32 |  277.59 |   -3%˄ ||     3.49 |     3.60 |   +3%˄ | (run time too short) |
 | 3.3     ||   117.36 |  114.87 |   -2%˄ ||     8.52 |     8.71 |   +2%˄ | (run time too short) |
 | 3.4     ||   110.91 |  108.69 |   -2%˄ ||     9.02 |     9.20 |   +2%˄ | (run time too short) |
 | 4.1     ||  2454.42 | 2466.56 |   +0%  ||     0.40 |     0.40 |   +0%  | (run time too short) |
 | 4.2     ||   778.59 |  773.97 |   -1%˄ ||     1.28 |     1.29 |   +1%˄ | (run time too short) |
 | 4.3     ||   214.97 |  209.22 |   -3%˄ ||     4.65 |     4.78 |   +3%˄ | (run time too short) |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum     ||  8428.10 | 8424.78 |   -0%  ||          |          |        |                      |
 | Geomean ||          |         |        ||          |          |   +1%  |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                        |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: -0%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt_ordered.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_bb1319be18bfe505d05247307f454accd4e27f5d_mt_ordered.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                             | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                                             |
 |  benchmark_mode               | Ordered                                                                                                                    | Ordered                                                                                                                    |
 |  build_type                   | release                                                                                                                    | release                                                                                                                    |
 |  chunk_indexes                | False                                                                                                                      | False                                                                                                                      |
 |  chunk_size                   | 65535                                                                                                                      | 65535                                                                                                                      |
 |  clients                      | 1                                                                                                                          | 1                                                                                                                          |
 |  compiler                     | clang 18.1.3                                                                                                               | clang 18.1.3                                                                                                               |
 |  cores                        | 64                                                                                                                         | 64                                                                                                                         |
 |  data_preparation_cores       | 0                                                                                                                          | 0                                                                                                                          |
 |  date                         | 2025-06-06 15:25:47                                                                                                        | 2025-06-08 00:06:15                                                                                                        |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                    | None                                                                                                                       |
 |  max_duration                 | 60000000000                                                                                                                | 60000000000                                                                                                                |
 |  max_runs                     | 50                                                                                                                         | 50                                                                                                                         |
 |  scale_factor                 | 10.0                                                                                                                       | 10.0                                                                                                                       |
 |  time_unit                    | ns                                                                                                                         | ns                                                                                                                         |
 |  using_scheduler              | True                                                                                                                       | True                                                                                                                       |
 |  utilized_cores_per_numa_node | [64]                                                                                                                       | [64]                                                                                                                       |
 |  verify                       | False                                                                                                                      | False                                                                                                                      |
 |  warmup_duration              | 1000000000                                                                                                                 | 1000000000                                                                                                                 |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |     new |        ||      old |      new |        |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | 1.1     ||   127.14 |  128.98 |   +1%˄ ||     7.86 |     7.75 |   -1%˄ | (run time too short) |
 | 1.2     ||    83.90 |   85.44 |   +2%˄ ||    11.91 |    11.70 |   -2%˄ | (run time too short) |
 | 1.3     ||    80.81 |   83.39 |   +3%˄ ||    12.37 |    11.99 |   -3%˄ | (run time too short) |
 | 2.1     ||   329.47 |  327.76 |   -1%˄ ||     3.03 |     3.05 |   +1%˄ | (run time too short) |
 | 2.2     ||   156.14 |  159.16 |   +2%˄ ||     6.40 |     6.28 |   -2%˄ | (run time too short) |
 | 2.3     ||    63.94 |   63.41 |   -1%˄ ||    15.63 |    15.76 |   +1%˄ | (run time too short) |
 | 3.1     ||   805.70 |  805.53 |   -0%˄ ||     1.24 |     1.24 |   +0%˄ | (run time too short) |
 | 3.2     ||   150.06 |  149.21 |   -1%˄ ||     6.66 |     6.70 |   +1%˄ | (run time too short) |
 | 3.3     ||    77.71 |   77.06 |   -1%˄ ||    12.86 |    12.97 |   +1%˄ | (run time too short) |
 | 3.4     ||    69.96 |   69.63 |   -0%˄ ||    14.29 |    14.35 |   +0%˄ | (run time too short) |
 | 4.1     ||   867.68 |  859.83 |   -1%˄ ||     1.15 |     1.16 |   +1%˄ | (run time too short) |
 | 4.2     ||   348.80 |  350.12 |   +0%˄ ||     2.87 |     2.86 |   -0%˄ | (run time too short) |
 | 4.3     ||   111.56 |  110.22 |   -1%˄ ||     8.96 |     9.07 |   +1%˄ | (run time too short) |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum     ||  3272.85 | 3269.74 |   -0%  ||          |          |        |                      |
 | Geomean ||          |         |        ||          |          |   -0%  |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                        |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_0bcfa0250faed47181d2591d19daefc98bfcd5a4_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_bb1319be18bfe505d05247307f454accd4e27f5d_mt.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 0bcfa0250faed47181d2591d19daefc98bfcd5a4-dirty                                                                     | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                                     |
 |  benchmark_mode               | Shuffled                                                                                                           | Shuffled                                                                                                           |
 |  build_type                   | release                                                                                                            | release                                                                                                            |
 |  chunk_indexes                | False                                                                                                              | False                                                                                                              |
 |  chunk_size                   | 65535                                                                                                              | 65535                                                                                                              |
 |  clients                      | 64                                                                                                                 | 64                                                                                                                 |
 |  compiler                     | clang 18.1.3                                                                                                       | clang 18.1.3                                                                                                       |
 |  cores                        | 64                                                                                                                 | 64                                                                                                                 |
 |  data_preparation_cores       | 0                                                                                                                  | 0                                                                                                                  |
 |  date                         | 2025-06-06 15:29:06                                                                                                | 2025-06-08 00:09:29                                                                                                |
-| ≠encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                    
10000
        | None                                                                                                               |
 |  max_duration                 | 1200000000000                                                                                                      | 1200000000000                                                                                                      |
 |  max_runs                     | -1                                                                                                                 | -1                                                                                                                 |
 |  scale_factor                 | 10.0                                                                                                               | 10.0                                                                                                               |
 |  time_unit                    | ns                                                                                                                 | ns                                                                                                                 |
 |  using_scheduler              | True                                                                                                               | True                                                                                                               |
 |  utilized_cores_per_numa_node | [64]                                                                                                               | [64]                                                                                                               |
 |  verify                       | False                                                                                                              | False                                                                                                              |
 |  warmup_duration              | 0                                                                                                                  | 0                                                                                                                  |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | 1.1     ||   844.00 |   830.99 |   -2%  ||     3.74 |     3.74 |   +0%  |  0.5070 |
 | 1.2     ||   463.76 |   464.03 |   +0%  ||     3.74 |     3.74 |   +0%  |  0.9855 |
 | 1.3     ||   421.70 |   413.57 |   -2%  ||     3.74 |     3.74 |   +0%  |  0.5059 |
 | 2.1     ||  2110.74 |  2083.07 |   -1%  ||     3.74 |     3.74 |   +0%  |  0.4228 |
+| 2.2     ||  1110.95 |  1060.60 |   -5%  ||     3.74 |     3.74 |   +0%  |  0.0405 |
 | 2.3     ||   382.51 |   366.36 |   -4%  ||     3.74 |     3.74 |   +0%  |  0.2126 |
 | 3.1     ||  3280.39 |  3250.93 |   -1%  ||     3.73 |     3.74 |   +0%  |  0.3796 |
 | 3.2     ||   978.05 |  1001.48 |   +2%  ||     3.74 |     3.74 |   +0%  |  0.2903 |
 | 3.3     ||   474.81 |   474.97 |   +0%  ||     3.74 |     3.74 |   +0%  |  0.9918 |
 | 3.4     ||   466.32 |   478.23 |   +3%  ||     3.74 |     3.75 |   +0%  |  0.4778 |
 | 4.1     ||  3310.98 |  3360.17 |   +1%  ||     3.73 |     3.73 |   +0%  |  0.1647 |
 | 4.2     ||  2493.69 |  2515.50 |   +1%  ||     3.73 |     3.74 |   +0%  |  0.5402 |
 | 4.3     ||   752.92 |   759.39 |   +1%  ||     3.74 |     3.74 |   +0%  |  0.7585 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 17090.81 | 17059.30 |   -0%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   +0%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

@Bouncner
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Collaborator

First: FixedStringD is out due to its memory footprint for JOB.

Second, I think the question boils down on whether to use FoR or not.
FoR gives some nice memory savings (not all benchmarks though, might be depending on the data generation) while having almost the same performance as Unencoded.

@Bouncner
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Collaborator
Bouncner commented Jun 23, 2025

PR (int:FoR) vs. PR (all:Un or Dict)

System

cx17 - click to expand
property value
Hostname cx17
CPU AMD EPYC 7742 64-Core Processor
Memory 179GB
numactl nodebind: 0 1
numactl membind: 0 1

Commit Info and Build Time

commit date message build time
2f72cba18 06.06.2025 21:02 No FixedStringDictionary segments real 564.91 user 3098.67 sys 95.45
bb1319be1 07.06.2025 12:20 No FSDict an no FoR real 560.19 user 3088.19 sys 88.76

hyriseBenchmarkTPCH - single-threaded, SF 10.0

Sum of avg. item runtimes: +3% || Geometric mean of throughput changes: -5%
Configuration Overview - click to expand
 +Configuration Overview----+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter                | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_2f72cba186290ca85834639abc0ef6c44b272856_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_bb1319be18bfe505d05247307f454accd4e27f5d_st.json |
 +--------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                               | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                               |
 |  benchmark_mode          | Ordered                                                                                                      | Ordered                                                                                                      |
 |  build_type              | release                                                                                                      | release                                                                                                      |
 |  chunk_indexes           | False                                                                                                        | False                                                                                                        |
 |  chunk_size              | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                 | 1                                                                                                            | 1                                                                                                            |
 |  clustering              | None                                                                                                         | None                                                                                                         |
 |  compiler                | clang 18.1.3                                                                                                 | clang 18.1.3                                                                                                 |
 |  cores                   | 0                                                                                                            | 0                                                                                                            |
 |  data_preparation_cores  | 0                                                                                                            | 0                                                                                                            |
 |  date                    | 2025-06-08 06:03:20                                                                                          | 2025-06-07 20:55:39                                                                                          |
 |  encoding                | None                                                                                                         | None                                                                                                         |
 |  max_duration            | 60000000000                                                                                                  | 60000000000                                                                                                  |
 |  max_runs                | 50                                                                                                           | 50                                                                                                           |
 |  scale_factor            | 10.0                                                                                                         | 10.0                                                                                                         |
 |  time_unit               | ns                                                                                                           | ns                                                                                                           |
 |  use_prepared_statements | False                                                                                                        | False                                                                                                        |
 |  using_scheduler         | False                                                                                                        | False                                                                                                        |
 |  verify                  | False                                                                                                        | False                                                                                                        |
 |  warmup_duration         | 1000000000                                                                                                   | 1000000000                                                                                                   |
 +--------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |      new |        ||      old |      new |        |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
-| TPC-H 01 ||  5547.69 |  5856.19 |   +6%  ||     0.17 |     0.17 |   +0%  | (run time too short) |
+| TPC-H 02 ||    42.70 |    33.07 |  -23%˄ ||    23.42 |    30.23 |  +29%˄ | (run time too short) |
-| TPC-H 03 ||  1191.72 |  1262.31 |   +6%˄ ||     0.84 |     0.78 |   -7%˄ |               0.0000 |
 | TPC-H 04 ||  1348.35 |  1363.76 |   +1%  ||     0.73 |     0.72 |   -2%  | (run time too short) |
-| TPC-H 05 ||  1911.69 |  2177.74 |  +14%  ||     0.52 |     0.45 |  -13%  | (run time too short) |
 | TPC-H 06 ||   170.42 |   171.02 |   +0%˄ ||     5.87 |     5.85 |   -0%˄ | (run time too short) |
-| TPC-H 07 ||   587.63 |   714.46 |  +22%˄ ||     1.70 |     1.40 |  -18%˄ | (run time too short) |
-| TPC-H 08 ||   425.25 |   519.43 |  +22%˄ ||     2.35 |     1.93 |  -18%˄ | (run time too short) |
-| TPC-H 09 ||  5145.02 |  5882.93 |  +14%  ||     0.18 |     0.17 |   -9%  | (run time too short) |
 | TPC-H 10 ||  1289.36 |  1313.39 |   +2%  ||     0.77 |     0.75 |   -2%  |               0.0097 |
+| TPC-H 11 ||    54.64 |    50.41 |   -8%˄ ||    18.30 |    19.84 |   +8%˄ | (run time too short) |
 | TPC-H 12 ||   888.24 |   859.78 |   -3%˄ ||     1.13 |     1.16 |   +3%˄ | (run time too short) |
+| TPC-H 13 ||  5323.27 |  4319.93 |  -19%  ||     0.18 |     0.22 |  +18%  | (run time too short) |
 | TPC-H 14 ||   455.21 |   472.15 |   +4%˄ ||     2.20 |     2.12 |   -4%˄ | (run time too short) |
-| TPC-H 15 ||   162.19 |   173.40 |   +7%˄ ||     6.17 |     5.77 |   -6%˄ | (run time too short) |
+| TPC-H 16 ||   538.11 |   503.09 |   -7%˄ ||     1.86 |     1.99 |   +7%˄ | (run time too short) |
-| TPC-H 17 ||   142.75 |   210.52 |  +47%˄ ||     7.00 |     4.75 |  -32%˄ | (run time too short) |
 | TPC-H 18 ||  1541.55 |  1606.67 |   +4%  ||     0.63 |     0.62 |   -3%  | (run time too short) |
 | TPC-H 19 ||   228.11 |   234.14 |   +3%˄ ||     4.38 |     4.27 |   -3%˄ | (run time too short) |
-| TPC-H 20 ||   281.24 |   363.49 |  +29%˄ ||     3.56 |     2.75 |  -23%˄ | (run time too short) |
-| TPC-H 21 ||  3683.23 |  3814.60 |   +4%  ||     0.27 |     0.25 |   -6%  | (run time too short) |
 | TPC-H 22 ||   460.98 |   472.58 |   +3%˄ ||     2.17 |     2.12 |   -2%˄ | (run time too short) |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum      || 31419.34 | 32375.04 |   +3%  ||          |          |        |                      |
-| Geomean  ||          |          |        ||          |          |   -5%  |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                         |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - single-threaded, SF 0.01

Sum of avg. item runtimes: +1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview----+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 | Parameter                | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_2f72cba186290ca85834639abc0ef6c44b272856_st_s01.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_bb1319be18bfe505d05247307f454accd4e27f5d_st_s01.json |
 +--------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                                   | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                                   |
 |  benchmark_mode          | Ordered                                                                                                          | Ordered                                                                                                          |
 |  build_type              | release                                                                                                          | release                                                                                                          |
 |  chunk_indexes           | False                                                                                                            | False                                                                                                            |
 |  chunk_size              | 65535                                                                                                            | 65535                                                                                                            |
 |  clients                 | 1                                                                                                                | 1                                                                                                                |
 |  clustering              | None                                                                                                             | None                                                                                                             |
 |  compiler                | clang 18.1.3                                                                                                     | clang 18.1.3                                                                                                     |
 |  cores                   | 0                                                                                                                | 0                                                                                                                |
 |  data_preparation_cores  | 0                                                                                                                | 0                                                                                                                |
 |  date                    | 2025-06-08 06:19:33                                                                                              | 2025-06-07 21:10:55                                                                                              |
 |  encoding                | None                                                                                                             | None                                                                                                             |
 |  max_duration            | 60000000000                                                                                                      | 60000000000                                                                                                      |
 |  max_runs                | 50                                                                                                               | 50                                                                                                               |
 |  scale_factor            | 0.009999999776482582                                                                                             | 0.009999999776482582                                                                                             |
 |  time_unit               | ns                                                                                                               | ns                                                                                                               |
 |  use_prepared_statements | False                                                                                                            | False                                                                                                            |
 |  using_scheduler         | False                                                                                                            | False                                                                                                            |
 |  verify                  | False                                                                                                            | False                                                                                                            |
 |  warmup_duration         | 1000000000                                                                                                       | 1000000000                                                                                                       |
 +--------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |     new |        ||      old |      new |        |                      |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | TPC-H 01 ||     5.42 |    5.43 |   +0%˄ ||   184.40 |   184.04 |   -0%˄ | (run time too short) |
-| TPC-H 02 ||     3.38 |    3.63 |   +8%˄ ||   296.17 |   275.15 |   -7%˄ | (run time too short) |
+| TPC-H 03 ||     0.60 |    0.55 |   -8%˄ ||  1658.22 |  1800.37 |   +9%˄ | (run time too short) |
+| TPC-H 04 ||     0.40 |    0.36 |  -11%˄ ||  2482.15 |  2779.99 |  +12%˄ | (run time too short) |
+| TPC-H 05 ||     1.02 |    0.96 |   -6%˄ ||   981.15 |  1040.76 |   +6%˄ | (run time too short) |
-| TPC-H 06 ||     0.20 |    0.21 |   +5%˄ ||  5037.57 |  4777.02 |   -5%˄ | (run time too short) |
 | TPC-H 07 ||     8.83 |    9.09 |   +3%˄ ||   113.19 |   109.98 |   -3%˄ | (run time too short) |
 | TPC-H 08 ||    13.89 |   13.48 |   -3%˄ ||    72.00 |    74.17 |   +3%˄ | (run time too short) |
-| TPC-H 09 ||     2.90 |    3.71 |  +28%˄ ||   344.49 |   269.32 |  -22%˄ | (run time too short) |
 | TPC-H 10 ||     0.70 |    0.69 |   -2%˄ ||  1430.03 |  1456.20 |   +2%˄ | (run time too short) |
+| TPC-H 11 ||     0.18 |    0.17 |   -6%˄ ||  5416.59 |  5788.91 |   +7%˄ | (run time too short) |
 | TPC-H 12 ||     0.62 |    0.61 |   -2%˄ ||  1602.37 |  1628.40 |   +2%˄ | (run time too short) |
+| TPC-H 13 ||     2.13 |    1.99 |   -6%˄ ||   470.04 |   501.25 |   +7%˄ | (run time too short) |
 | TPC-H 14 ||     0.31 |    0.31 |   +3%˄ ||  3262.95 |  3179.79 |   -3%˄ | (run time too short) |
 | TPC-H 15 ||     1.07 |    1.11 |   +4%˄ ||   928.10 |   895.67 |   -3%˄ | (run time too short) |
 | TPC-H 16 ||     1.93 |    1.93 |   +0%˄ ||   518.96 |   517.19 |   -0%˄ | (run time too short) |
+| TPC-H 17 ||     0.66 |    0.56 |  -15%˄ ||  1510.16 |  1774.29 |  +17%˄ | (run time too short) |
+| TPC-H 18 ||     1.19 |    1.12 |   -6%˄ ||   836.51 |   888.77 |   +6%˄ | (run time too short) |
 | TPC-H 19 ||     4.54 |    4.54 |   -0%˄ ||   220.29 |   2
10000
20.35 |   +0%˄ | (run time too short) |
 | TPC-H 20 ||     2.39 |    2.39 |   -0%˄ ||   418.56 |   418.86 |   +0%˄ | (run time too short) |
+| TPC-H 21 ||     1.07 |    0.99 |   -7%˄ ||   933.36 |  1007.09 |   +8%˄ | (run time too short) |
 | TPC-H 22 ||     1.09 |    1.09 |   +0%˄ ||   920.22 |   917.80 |   -0%˄ | (run time too short) |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum      ||    54.51 |   54.95 |   +1%  ||          |          |        |                      |
 | Geomean  ||          |         |        ||          |          |   +1%  |                      |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                        |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, ordered, 1 client, 64 cores, SF 10.0

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: -2%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_2f72cba186290ca85834639abc0ef6c44b272856_mt_ordered.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_bb1319be18bfe505d05247307f454accd4e27f5d_mt_ordered.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                                       | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                                       |
 |  benchmark_mode               | Ordered                                                                                                              | Ordered                                                                                                              |
 |  build_type                   | release                                                                                                              | release                                                                                                              |
 |  chunk_indexes                | False                                                                                                                | False                                                                                                                |
 |  chunk_size                   | 65535                                                                                                                | 65535                                                                                                                |
 |  clients                      | 1                                                                                                                    | 1                                                                                                                    |
 |  clustering                   | None                                                                                                                 | None                                                                                                                 |
 |  compiler                     | clang 18.1.3                                                                                                         | clang 18.1.3                                                                                                         |
 |  cores                        | 64                                                                                                                   | 64                                                                                                                   |
 |  data_preparation_cores       | 0                                                                                                                    | 0                                                                                                                    |
 |  date                         | 2025-06-08 06:20:01                                                                                                  | 2025-06-07 21:11:20                                                                                                  |
 |  encoding                     | None                                                                                                                 | None                                                                                                                 |
 |  max_duration                 | 60000000000                                                                                                          | 60000000000                                                                                                          |
 |  max_runs                     | 50                                                                                                                   | 50                                                                                                                   |
 |  scale_factor                 | 10.0                                                                                                                 | 10.0                                                                                                                 |
 |  time_unit                    | ns                                                                                                                   | ns                                                                                                                   |
 |  use_prepared_statements      | False                                                                                                                | False                                                                                                                |
 |  using_scheduler              | True                                                                                                                 | True                                                                                                                 |
 |  utilized_cores_per_numa_node | [64]                                                                                                                 | [64]                                                                                                                 |
 |  verify                       | False                                                                                                                | False                                                                                                                |
 |  warmup_duration              | 1000000000                                                                                                           | 1000000000                                                                                                           |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |      new |        ||      old |      new |        |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | TPC-H 01 ||  4693.39 |  4703.09 |   +0%  ||     0.20 |     0.20 |   +0%  | (run time too short) |
 | TPC-H 02 ||    53.74 |    52.45 |   -2%˄ ||    18.59 |    19.05 |   +2%˄ | (run time too short) |
 | TPC-H 03 ||   645.14 |   641.87 |   -1%˄ ||     1.55 |     1.56 |   +1%˄ | (run time too short) |
 | TPC-H 04 ||   632.40 |   631.45 |   -0%˄ ||     1.58 |     1.58 |   +0%˄ | (run time too short) |
-| TPC-H 05 ||   518.56 |   570.93 |  +10%˄ ||     1.93 |     1.75 |   -9%˄ | (run time too short) |
 | TPC-H 06 ||    65.23 |    63.12 |   -3%˄ ||    15.32 |    15.83 |   +3%˄ | (run time too short) |
 | TPC-H 07 ||   247.96 |   245.00 |   -1%˄ ||     4.03 |     4.08 |   +1%˄ | (run time too short) |
 | TPC-H 08 ||   219.48 |   224.88 |   +2%˄ ||     4.56 |     4.45 |   -2%˄ | (run time too short) |
-| TPC-H 09 ||  1929.83 |  2107.66 |   +9%  ||     0.52 |     0.47 |  -10%  |               0.0000 |
 | TPC-H 10 ||   594.56 |   597.84 |   +1%˄ ||     1.68 |     1.67 |   -1%˄ | (run time too short) |
-| TPC-H 11 ||    84.44 |    88.34 |   +5%˄ ||    11.84 |    11.32 |   -4%˄ | (run time too short) |
 | TPC-H 12 ||   462.92 |   452.94 |   -2%˄ ||     2.16 |     2.21 |   +2%˄ | (run time too short) |
+| TPC-H 13 ||  2002.00 |  1659.33 |  -17%  ||     0.48 |     0.60 |  +24%  | (run time too short) |
 | TPC-H 14 ||   152.32 |   149.73 |   -2%˄ ||     6.56 |     6.68 |   +2%˄ | (run time too short) |
-| TPC-H 15 ||   128.85 |   140.74 |   +9%˄ ||     7.76 |     7.10 |   -8%˄ | (run time too short) |
 | TPC-H 16 ||   564.92 |   562.54 |   -0%˄ ||     1.77 |     1.78 |   +0%˄ | (run time too short) |
-| TPC-H 17 ||    72.67 |    88.19 |  +21%˄ ||    13.75 |    11.33 |  -18%˄ | (run time too short) |
 | TPC-H 18 ||  1738.55 |  1715.68 |   -1%  ||     0.57 |     0.57 |   +0%  | (run time too short) |
-| TPC-H 19 ||   108.59 |   114.84 |   +6%˄ ||     9.21 |     8.70 |   -5%˄ | (run time too short) |
-| TPC-H 20 ||   179.60 |   190.73 |   +6%˄ ||     5.57 |     5.24 |   -6%˄ | (run time too short) |
 | TPC-H 21 ||  1041.01 |  1050.39 |   +1%˄ ||     0.96 |     0.95 |   -1%˄ | (run time too short) |
 | TPC-H 22 ||   158.60 |   158.49 |   -0%˄ ||     6.30 |     6.31 |   +0%˄ | (run time too short) |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum      || 16294.76 | 16210.21 |   -1%  ||          |          |        |                      |
 | Geomean  ||          |          |        ||          |          |   -2%  |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                         |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, shuffled, 64 clients, 64 cores, SF 10.0

Sum of avg. item runtimes: +4% || Geometric mean of throughput changes: -3%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_2f72cba186290ca85834639abc0ef6c44b272856_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_bb1319be18bfe505d05247307f454accd4e27f5d_mt.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                               | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                               |
 |  benchmark_mode               | Shuffled                                                                                                     | Shuffled                                                                                                     |
 |  build_type                   | release                                                                                                      | release                                                                                                      |
 |  chunk_indexes                | False                                                                                                        | False                                                                                                        |
 |  chunk_size                   | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                      | 64                                                                                                           | 64                                                                                                           |
 |  clustering                   | None                                                                                                         | None                                                                                                         |
 |  compiler                     | clang 18.1.3                                                                                                 | clang 18.1.3                                                                                                 |
 |  cores                        | 64                                                                                                           | 64                                                                                                           |
 |  data_preparation_cores       | 0                                                                                                            | 0                                                                                                            |
 |  date                         | 2025-06-08 06:31:25                                                                                          | 2025-06-07 21:22:41                                                                                          |
 |  encoding                     | None                                                                                                         | None                                                                                                         |
 |  max_duration                 | 1200000000000                                                                                                | 1200000000000                                                                                                |
 |  max_runs                     | -1                                                                                                           | -1                                                                                                           |
 |  scale_factor                 | 10.0                                                                                                         | 10.0                                                                                                         |
 |  time_unit                    | ns                                                                                                           | ns                                                                                                           |
 |  use_prepared_statements      | False                                                                                                        | False                                                                                                        |
 |  using_scheduler              | True                                                                                                         | True                                                                                                         |
 |  utilized_cores_per_numa_node | [64]                                                                                                         | [64]                                                                                                         |
 |  verify                       | False                                                                                                        | False                                                                                                        |
 |  warmup_duration              | 0                                                                                                            | 0                                                                                                            |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+---------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |          ||      old |      new |        ||      old |      new |        |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+
 | TPC-H 01 ||  6357.31 |  6284.39 |   -1%  ||     1.14 |     1.10 |   -4%  |  0.3778 |
 | TPC-H 02 ||   365.40 |   359.32 |   -2%  ||     1.15 |     1.11 |   -3%  |  0.8892 |
+| TPC-H 03 ||  2721.65 |  2580.15 |   -5%  ||     1.15 |     1.11 |   -3%  |  0.2134 |
 | TPC-H 04 ||  2297.65 |  2325.71 |   +1%  ||     1.15 |     1.11 |   -4%  |  0.7959 |
-| TPC-H 05 ||  3899.71 |  4155.34 |   +7%  ||     1.15 |     1.11 |   -4%  |  0.0840 |
-| TPC-H 06 ||   782.62 |   984.84 |  +26%  ||     1.15 |     1.11 |   -3%  |  0.0162 |
-| TPC-H 07 ||  3129.01 |  3384.25 |   +8%  ||     1.15 |     1.11 |   -4%  |  0.0818 |
-| TPC-H 08 ||  2080.01 |  2468.28 |  +19%  ||     1.15 |     1.11 |   -3%  |  0.0015 |
-| TPC-H 09 ||  5534.21 |  6124.44 |  +11%  ||     1.15 |     1.10 |   -4%  |  0.0001 |
-| TPC-H 10 ||  3217.01 |  3511.77 |   +9%  ||     1.15 |     1.11 |   -4%  |  0.0380 |
+| TPC-H 11 ||   467.12 |   444.16 |   -5%  ||     1.15 |     1.11 |   -4%  |  0.6328 |
-| TPC-H 12 ||  2334.98 |  2492.97 |   +7%  ||     1.15 |     1.11 |   -4%  |  0.1314 |
+| TPC-H 13 ||  5024.79 |  3936.30 |  -22%  ||     1.14 |     1.11 |   -3%  |  0.0000 |
-| TPC-H 14 ||  1079.17 |  1201.42 |  +11%  ||     1.15 |     1.11 |   -4%  |  0.1196 |
-| TPC-H 15 ||   573.57 |   687.13 |  +20%  ||     1.15 |     1.11 |   -4%  |  0.0259 |
 | TPC-H 16 ||  2197.64 |  2264.70 |   +3%  ||     1.15 |     1.11 |   -3%  |  0.5148 |
-| TPC-H 17 ||   708.67 |   796.69 |  +12%  ||     1.15 |     1.11 |   -4%  |  0.2100 |
 | TPC-H 18 ||  3633.80 |  3678.23 |   +1%  ||     1.15 |     1.11 |   -3%  |  0.5753 |
-| TPC-H 19 ||  1094.53 |  1213.60 |  +11%  ||     1.15 |     1.11 |   -4%  |  0.1688 |
-| TPC-H 20 ||  1539.16 |  1723.68 |  +12%  ||     1.15 |     1.11 |   -3%  |  0.0644 |
-| TPC-H 21 ||  5102.02 |  5513.32 |   +8%  ||     1.14 |     1.10 |   -3%  |  0.0148 |
-| TPC-H 22 ||  1079.84 |  1255.25 |  +16%  ||     1.15 |     1.11 |   -3%  |  0.0363 |
 +----------++----------+----------+--------++----------+----------+--------+---------+
 | Sum      || 55219.86 | 57385.95 |   +4%  ||          |          |        |         |
 | Geomean  ||          |          |        ||          |          |   -3%  |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - single-threaded

Sum of avg. item runtimes: -14% || Geometric mean of throughput changes: +18%
Configuration Overview - click to expand
 +Configuration Overview---+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_2f72cba186290ca85834639abc0ef6c44b272856_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_bb1319be18bfe505d05247307f454accd4e27f5d_st.json |
 +-------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                                | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                                |
 |  benchmark_mode         | Ordered                                                                                                       | Ordered                                                                                                       |
 |  build_type             | release                                                                                                       | release                                                                                                       |
 |  chunk_indexes          | False                                                                                                         | False                                                                                                         |
 |  chunk_size             | 65535                                                                                                         | 65535                                                                                                         |
 |  clients                | 1                                                                                                             | 1                                                                                                             |
 |  compiler               | clang 18.1.3                                                                                                  | clang 18.1.3                                                                                                  |
 |  cores                  | 0                                                                                                             | 0                                                                                                             |
 |  data_preparation_cores | 0                                                                                                             | 0                                                                                                             |
 |  date                   | 2025-06-08 06:52:57                                                                                           | 2025-06-07 21:44:08                                                                                           |
 |  encoding               | None                                                                                                          | None                                                                                                          |
 |  max_duration           | 60000000000                                                                                                   | 60000000000                                                                                                   |
 |  max_runs               | 50                                                                                                            | 50                                                                                                            |
 |  time_unit              | ns                                                                                                            | ns                                                                                                            |
 |  using_scheduler        | False                                                                                                         | False                                                                                                         |
 |  verify                 | False                                                                                                         | False                                                                                                         |
 |  warmup_duration        | 1000000000                                                                                                    | 1000000000                                                                                                    |
 +-------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
-| 01      ||   211.79 |   222.10 |   +5%˄ ||     4.72 |     4.50 |   -5%˄ | (run time too short) |
+| 03      ||    57.54 |    36.88 |  -36%˄ ||    17.38 |    27.11 |  +56%˄ | (run time too short) |
+| 06      ||   185.08 |   164.80 |  -11%˄ ||     5.40 |     6.07 |  +12%˄ | (run time too short) |
+| 07      ||   281.82 |   265.51 |   -6%˄ ||     3.55 |     3.77 |   +6%˄ | (run time too short) |
+| 09      ||  1371.54 |   739.21 |  -46%˄ ||     0.72 |     1.35 |  +89%˄ | (run time too short) |
+| 10      ||   155.37 |   122.88 |  -21%˄ ||     6.44 |     8.14 |  +26%˄ | (run time too short) |
 | 13      ||   497.33 |   496.34 |   -0%˄ ||     2.01 |     2.01 |   +0%˄ | (run time too short) |
 | 15      ||   126.56 |   122.54 |   -3%˄ ||     7.90 |     8.16 |   +3%˄ | (run time too short) |
+| 16      ||    74.73 |    56.79 |  -24%˄ ||    13.38 |    17.61 |  +32%˄ | (run time too short) |
+| 17      ||   294.47 |   268.58 |   -9%˄ ||     3.40 |     3.72 |  +10%˄ | (run time too short) |
+| 19      ||   109.90 |    88.35 |  -20%˄ ||     9.10 |    11.32 |  +24%˄ | (run time too short) |
+| 25      ||   176.53 |   147.03 |  -17%˄ ||     5.66 |     6.80 |  +20%˄ | (run time too short) |
 | 26      ||   126.62 |   121.58 |   -4%˄ ||     7.90 |     8.23 |   +4%˄ | (run time too short) |
+| 28      ||  1156.06 |   578.27 |  -50%˄ ||     0.87 |     1.73 | +100%˄ | (run time too short) |
+| 29      ||   463.06 |   420.00 |   -9%˄ ||     2.16 |     2.38 |  +10%˄ | (run time too short) |
+| 31      ||  1392.88 |  1314.16 |   -6%  ||     0.72 |     0.75 |   +5%  |               0.0000 |
+| 32      ||    39.37 |    29.96 |  -24%˄ ||    25.40 |    33.37 |  +31%˄ | (run time too short) |
+| 34      ||   163.07 |   146.01 |  -10%˄ ||     6.13 |     6.85 |  +12%˄ | (run time too short) |
+| 35      ||   636.05 |   597.22 |   -6%˄ ||     1.57 |     1.67 |   +7%˄ | (run time too short) |
+| 37      ||  1206.99 |   670.65 |  -44%˄ ||     0.82 |     1.49 |  +83%˄ | (run time too short) |
+| 39a     ||  1866.10 |  1664.12 |  -11%  ||     0.53 |     0.60 |  +12%  |               0.0000 |
+| 39b     ||  1863.45 |  1632.37 |  -12%  ||     0.53 |     0.60 |  +12%  | (run time too short) |
 | 41      ||   283.51 |   280.70 |   -1%˄ ||     3.53 |     3.56 |   +1%˄ | (run time too short) |
+| 42      ||    92.68 |    67.31 |  -27%˄ ||    10.79 |    14.86 |  +38%˄ | (run time too short) |
 | 43      ||  1004.89 |   988.07 |   -2%˄ ||     1.00 |     1.01 |   +2%˄ | (run time too short) |
+| 45      ||   110.71 |   103.64 |   -6%˄ ||     9.03 |     9.65 |   +7%˄ | (run time too short) |
 | 48      ||  1189.87 |  1180.49 |   -1%˄ ||     0.84 |     0.85 |   +1%˄ |               0.0007 |
+| 50      ||   128.08 |   106.95 |  -16%˄ ||     7.81 |     9.35 |  +20%˄ | (run time too short) |
+| 52      ||    93.57 |    67.60 |  -28%˄ ||    10.69 |    14.79 |  +38%˄ | (run time too short) |
+| 55      ||    88.62 |    62.70 |  -29%˄ ||    11.28 |    15.95 |  +41%˄ | (run time too short) |
 | 62      ||   557.75 |   548.22 |   -2%˄ ||     1.79 |     1.82 |   +2%˄ | (run time too short) |
+| 65      ||  1878.98 |  1799.48 |   -4%  ||     0.52 |     0.55 |   +6%  | (run time too short) |
+| 69      ||   169.76 |   136.04 |  -20%˄ ||     5.89 |     7.35 |  +25%˄ | (run time too short) |
+| 73      ||    98.11 |    75.87 |  -23%˄ ||    10.19 |    13.18 |  +29%˄ | (run time too short) |
 | 79      ||   505.27 |   485.48 |   -4%˄ ||     1.98 |     2.06 |   +4%˄ | (run time too short) |
 | 81      ||   145.88 |   151.09 |   +4%˄ ||     6.85 |     6.62 |   -3%˄ | (run time too short) |
+| 82      ||  1251.71 |   695.77 |  -44%˄ ||     0.78 |     1.44 |  +83%˄ | (run time too short) |
+| 83      ||    38.94 |    36.70 |   -6%˄ ||    25.68 |    27.25 |   +6%˄ | (run time too short) |
-| 84      ||    12.32 |    13.16 |   +7%˄ ||    81.12 |    75.96 |   -6%˄ | (run time too short) |
 | 85      ||   158.62 |   158.45 |   -0%˄ ||     6.30 |     6.31 |   +0%˄ | (run time too short) |
+| 88      ||   795.56 |   629.95 |  -21%˄ ||     1.26 |     1.59 |  +26%˄ | (run time too short)
10000
 |
+| 91      ||    17.36 |    16.59 |   -4%˄ ||    57.58 |    60.26 |   +5%˄ | (run time too short) |
+| 92      ||    33.44 |    26.82 |  -20%˄ ||    29.90 |    37.27 |  +25%˄ | (run time too short) |
+| 93      ||  2388.54 |  2151.30 |  -10%  ||     0.42 |     0.45 |   +8%  | (run time too short) |
+| 94      ||    45.54 |    33.33 |  -27%˄ ||    21.96 |    30.00 |  +37%˄ | (run time too short) |
+| 95      ||  5208.19 |  4636.60 |  -11%  ||     0.18 |     0.20 |   +9%  | (run time too short) |
+| 96      ||    80.53 |    58.90 |  -27%˄ ||    12.42 |    16.98 |  +37%˄ | (run time too short) |
+| 97      ||  3615.54 |  3295.49 |   -9%  ||     0.27 |     0.30 |  +12%  | (run time too short) |
 | 99      ||  1095.35 |  1079.93 |   -1%˄ ||     0.91 |     0.93 |   +1%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum     || 33545.62 | 28791.96 |  -14%  ||          |          |        |                      |
+| Geomean ||          |          |        ||          |          |  +18%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: -4% || Geometric mean of throughput changes: +5%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_2f72cba186290ca85834639abc0ef6c44b272856_mt_ordered.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_bb1319be18bfe505d05247307f454accd4e27f5d_mt_ordered.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                                        | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                                        |
 |  benchmark_mode               | Ordered                                                                                                               | Ordered                                                                                                               |
 |  build_type                   | release                                                                                                               | release                                                                                                               |
 |  chunk_indexes                | False                                                                                                                 | False                                                                                                                 |
 |  chunk_size                   | 65535                                                                                                                 | 65535                                                                                                                 |
 |  clients                      | 1                                                                                                                     | 1                                                                                                                     |
 |  compiler                     | clang 18.1.3                                                                                                          | clang 18.1.3                                                                                                          |
 |  cores                        | 64                                                                                                                    | 64                                                                                                                    |
 |  data_preparation_cores       | 0                                                                                                                     | 0                                                                                                                     |
 |  date                         | 2025-06-08 07:15:56                                                                                                   | 2025-06-07 22:02:53                                                                                                   |
 |  encoding                     | None                                                                                                                  | None                                                                                                                  |
 |  max_duration                 | 60000000000                                                                                                           | 60000000000                                                                                                           |
 |  max_runs                     | 50                                                                                                                    | 50                                                                                                                    |
 |  time_unit                    | ns                                                                                                                    | ns                                                                                                                    |
 |  using_scheduler              | True                                                                                                                  | True                                                                                                                  |
 |  utilized_cores_per_numa_node | [64]                                                                                                                  | [64]                                                                                                                  |
 |  verify                       | False                                                                                                                 | False                                                                                                                 |
 |  warmup_duration              | 1000000000                                                                                                            | 1000000000                                                                                                            |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | 01      ||   232.16 |   237.85 |   +2%˄ ||     4.31 |     4.20 |   -2%˄ | (run time too short) |
+| 03      ||    31.40 |    29.79 |   -5%˄ ||    31.81 |    33.53 |   +5%˄ | (run time too short) |
 | 06      ||   167.38 |   163.10 |   -3%˄ ||     5.97 |     6.13 |   +3%˄ | (run time too short) |
 | 07      ||   192.51 |   190.21 |   -1%˄ ||     5.19 |     5.26 |   +1%˄ | (run time too short) |
+| 09      ||   154.31 |   113.07 |  -27%˄ ||     6.48 |     8.84 |  +36%˄ | (run time too short) |
+| 10      ||    40.76 |    36.19 |  -11%˄ ||    24.51 |    27.60 |  +13%˄ | (run time too short) |
 | 13      ||   250.92 |   259.09 |   +3%˄ ||     3.98 |     3.86 |   -3%˄ | (run time too short) |
 | 15      ||    76.08 |    74.18 |   -2%˄ ||    13.14 |    13.47 |   +3%˄ | (run time too short) |
+| 16      ||    32.42 |    31.01 |   -4%˄ ||    30.81 |    32.21 |   +5%˄ | (run time too short) |
+| 17      ||   123.10 |   115.89 |   -6%˄ ||     8.12 |     8.63 |   +6%˄ | (run time too short) |
+| 19      ||    74.68 |    68.72 |   -8%˄ ||    13.38 |    14.54 |   +9%˄ | (run time too short) |
 | 25      ||    92.93 |    89.35 |   -4%˄ ||    10.76 |    11.19 |   +4%˄ | (run time too short) |
 | 26      ||    90.00 |    93.96 |   +4%˄ ||    11.11 |    10.64 |   -4%˄ | (run time too short) |
+| 28      ||   156.55 |   145.42 |   -7%˄ ||     6.39 |     6.87 |   +8%˄ | (run time too short) |
+| 29      ||   422.42 |   401.61 |   -5%˄ ||     2.37 |     2.49 |   +5%˄ | (run time too short) |
 | 31      ||   466.36 |   472.38 |   +1%˄ ||     2.14 |     2.12 |   -1%˄ | (run time too short) |
+| 32      ||    34.28 |    32.39 |   -6%˄ ||    29.14 |    30.84 |   +6%˄ | (run time too short) |
 | 34      ||    97.33 |    93.65 |   -4%˄ ||    10.27 |    10.67 |   +4%˄ | (run time too short) |
 | 35      ||   381.12 |   380.87 |   -0%˄ ||     2.62 |     2.63 |   +0%˄ | (run time too short) |
+| 37      ||   250.52 |   189.86 |  -24%˄ ||     3.99 |     5.27 |  +32%˄ | (run time too short) |
+| 39a     ||   835.06 |   745.41 |  -11%˄ ||     1.20 |     1.34 |  +12%˄ | (run time too short) |
 | 39b     ||   735.59 |   711.09 |   -3%˄ ||     1.36 |     1.41 |   +3%˄ | (run time too short) |
 | 41      ||   363.00 |   361.35 |   -0%˄ ||     2.75 |     2.77 |   +0%˄ | (run time too short) |
+| 42      ||    53.31 |    49.30 |   -8%˄ ||    18.74 |    20.27 |   +8%˄ | (run time too short) |
 | 43      ||   451.06 |   446.26 |   -1%˄ ||     2.22 |     2.24 |   +1%˄ | (run time too short) |
 | 45      ||    53.44 |    53.16 |   -1%˄ ||    18.70 |    18.80 |   +1%˄ | (run time too short) |
 | 48      ||   536.55 |   530.34 |   -1%˄ ||     1.86 |     1.89 |   +1%˄ | (run time too short) |
 | 50      ||   108.26 |   108.31 |   +0%˄ ||     9.23 |     9.23 |   -0%˄ | (run time too short) |
+| 52      ||    53.92 |    51.44 |   -5%˄ ||    18.53 |    19.43 |   +5%˄ | (run time too short) |
+| 55      ||    47.41 |    44.74 |   -6%˄ ||    21.08 |    22.33 |   +6%˄ | (run time too short) |
 | 62      ||   349.06 |   342.73 |   -2%˄ ||     2.86 |     2.92 |   +2%˄ | (run time too short) |
 | 65      ||  1471.84 |  1462.21 |   -1%  ||     0.67 |     0.68 |   +3%  | (run time too short) |
+| 69      ||    74.20 |    69.98 |   -6%˄ ||    13.47 |    14.28 |   +6%˄ | (run time too short) |
+| 73      ||    58.28 |    53.90 |   -8%˄ ||    17.15 |    18.54 |   +8%˄ | (run time too short) |
 | 79      ||   474.30 |   479.31 |   +1%˄ ||     2.11 |     2.09 |   -1%˄ | (run time too short) |
 | 81      ||   184.75 |   186.00 |   +1%˄ ||     5.41 |     5.38 |   -1%˄ | (run time too short) |
+| 82      ||   280.92 |   221.89 |  -21%˄ ||     3.56 |     4.51 |  +27%˄ | (run time too short) |
 | 83      ||    46.22 |    44.36 |   -4%˄ ||    21.62 |    22.52 |   +4%˄ | (run time too short) |
 | 84      ||     9.94 |     9.95 |   +0%˄ ||   100.27 |   100.25 |   -0%˄ | (run time too short) |
 | 85      ||    67.80 |    68.68 |   +1%˄ ||    14.74 |    14.55 |   -1%˄ | (run time too short) |
 | 88      ||    90.69 |    88.08 |   -3%˄ ||    11.02 |    11.35 |   +3%˄ | (run time too short) |
 | 91      ||    16.70 |    17.28 |   +3%˄ ||    59.75 |    57.76 |   -3%˄ | (run time too short) |
 | 92      ||    38.48 |    38.26 |   -1%˄ ||    25.96 |    26.11 |   +1%˄ | (run time too short) |
+| 93      ||   546.97 |   521.32 |   -5%˄ ||     1.83 |     1.92 |   +5%˄ | (run time too short) |
+| 94      ||    32.99 |    31.42 |   -5%˄ ||    30.28 |    31.80 |   +5%˄ | (run time too short) |
+| 95      ||   724.93 |   683.62 |   -6%˄ ||     1.38 |     1.46 |   +6%˄ | (run time too short) |
+| 96      ||    49.79 |    44.65 |  -10%˄ ||    20.07 |    22.38 |  +11%˄ | (run time too short) |
 | 97      ||  1305.13 |  1275.50 |   -2%  ||     0.75 |     0.78 |   +4%  | (run time too short) |
 | 99      ||   566.04 |   579.78 |   +2%˄ ||     1.77 |     1.72 |   -2%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 12993.90 | 12538.91 |   -4%  ||          |          |        |                      |
+| Geomean ||          |          |        ||          |          |   +5%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_2f72cba186290ca85834639abc0ef6c44b272856_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_bb1319be18bfe505d05247307f454accd4e27f5d_mt.json |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                                | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                                |
 |  benchmark_mode               | Shuffled                                                                                                      | Shuffled                                                                                                      |
 |  build_type                   | release                                                                                                       | release                                                                                                       |
 |  chunk_indexes                | False                                                                                                         | False                                                                                                         |
 |  chunk_size                   | 65535                                                                                                         | 65535                                                                                                         |
 |  clients                      | 64                                                                                                            | 64                                                                                                            |
 |  compiler                     | clang 18.1.3                                                                                                  | clang 18.1.3                                                                                                  |
 |  cores                        | 64                                                                                                            | 64                                                                                                            |
 |  data_preparation_cores       | 0                                                                                                             | 0                                                                                                             |
 |  date                         | 2025-06-08 07:27:58                                                                                           | 2025-06-07 22:14:28                                                                                           |
 |  encoding                     | None                                                                                                          | None                                                                                                          |
 |  max_duration                 | 1200000000000                                                                                                 | 1200000000000                                                                                                 |
 |  max_runs                     | -1                                                                                                            | -1                                                                                                            |
 |  time_unit                    | ns                                                                                                            | ns                                                                                                            |
 |  using_scheduler              | True                                                                                                          | True                                                                                                          |
 |  utilized_cores_per_numa_node | [64]                                                                                                          | [64]                                                                                                          |
 |  verify                       | False                                                                                                         | False                                                                                                         |
 |  warmup_duration              | 0                                                                                                             | 0                                                                                                             |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
-| 01      ||   748.02 |   847.24 |  +13%  ||     1.02 |     1.02 |   +1%  |  0.0311 |
 | 03      ||   297.27 |   297.52 |   +0%  ||     1.02 |     1.02 |   +1%  |  0.9947 |
+| 06      ||   860.25 |   792.85 |   -8%  ||     1.02 |     1.02 |   +1%  |  0.2378 |
 | 07      ||  1038.43 |   996.35 |   -4%  ||     1.02 |     1.02 |   +1%  |  0.4808 |
+| 09      ||  1151.60 |   957.18 |  -17%  ||     1.01 |     1.02 |   +1%  |  0.0074 |
 | 10      ||   795.52 |   826.01 |   +4%  ||     1.02 |     1.02 |   +1%  |  0.6312 |
 | 13      ||  1818.83 |  1776.95 |   -2%  ||     1.02 |     1.02 |   +1%  |  0.5900 |
 | 15      ||   510.28 |   510.32 |   +0%  ||     1.02 |     1.02 |   +1%  |  0.9994 |
 | 16      ||   403.56 |   407.86 |   +1%  ||     1.02 |     1.02 |   +1%  |  0.9023 |
-| 17      ||  1330.69 |  1404.28 |   +6%  ||     1.02 |     1.02 |   +1%  |  0.3283 |
+| 19      ||   741.95 |   680.00 |   -8%  ||     1.02 |     1.02 |   +1%  |  0.2404 |
 | 25      ||   998.65 |   983.63 |   -2%  ||     1.02 |     1.02 |   +1%  |  0.8230 |
 | 26      ||   529.69 |   515.83 |   -3%  ||     1.02 |     1.02 |   +1%  |  0.7312 |
+| 28      ||  1724.46 |  1573.08 |   -9%  ||     1.01 |     1.02 |   +1%  |  0.0844 |
 | 29      ||  1844.33 |  1788.18 |   -3%  ||     1.02 |     1.02 |   +1%  |  0.5075 |
 | 31      ||  2654.15 |  2723.46 |   +3%  ||     1.01 |     1.02 |   +1%  |  0.5239 |
 | 32      ||   199.39 |   200.93 |   +1%  ||     1.02 |     1.02 |   +1%  |  0.9537 |
+| 34      ||   840.41 |   726.92 |  -14%  ||     1.02 |     1.02 |   +1%  |  0.0192 |
-| 35      ||  2091.72 |  2195.45 |   +5%  ||     1.01 |     1.02 |   +1%  |  0.2409 |
+| 37      ||   998.40 |   890.68 |  -11%  ||     1.02 |     1.02 |   +1%  |  0.0291 |
-| 39a     ||  2931.22 |  3083.38 |   +5%  ||     1.01 |     1.02 |   +1%  |  0.0744 |
 | 39b     ||  2917.17 |  2937.02 |   +1%  ||     1.01 |     1.02 |   +1%  |  0.8068 |
 | 41      ||  1911.98 |  1883.83 |   -1%  ||     1.02 |     1.02 |   +1%  |  0.7308 |
+| 42      ||   567.97 |   438.34 |  -23%  ||     1.02 |     1.02 |   +1%  |  0.0015 |
+| 43      ||  1613.46 |  1485.81 |   -8%  ||     1.02 |     1.02 |   +1%  |  0.0476 |
 | 45      ||   785.97 |   769.30 |   -2%  ||     1.02 |     1.02 |   +1%  |  0.7789 |
-| 48      ||  2706.30 |  2897.14 |   +7%  ||     1.01 |     1.02 |   +1%  |  0.0635 |
+| 50      ||  1146.79 |  1024.35 |  -11%  ||     1.02 |     1.02 |   +1%  |  0.0396 |
+| 52      ||   537.33 |   461.64 |  -14%  ||     1.02 |     1.02 |   +1%  |  0.0596 |
+| 55      ||   504.40 |   452.93 |  -10%  ||     1.02 |     1.02 |   +1%  |  0.2124 |
 | 62      ||  1138.89 |  1113.33 |   -2%  ||     1.01 |     1.02 |   +1%  |  0.6458 |
-| 65      ||  4368.09 |  4643.03 |   +6%  ||     1.01 |     1.02 |   +1%  |  0.0001 |
 | 69      ||  1065.88 |  1080.23 |   +1%  ||     1.01 |     1.02 |   +1%  |  0.8426 |
 | 73      ||   547.77 |   530.01 |   -3%  ||     1.02 |     1.02 |   +1%  |  0.6643 |
 | 79      ||  1617.76 |  1625.83 |   +0%  ||     1.01 |     1.02 |   +1%  |  0.9019 |
-| 81      ||   542.48 |   634.51 |  +17%  ||     1.02 |     1.02 |   +1%  |  0.0132 |
+| 82      ||  1116.49 |  1060.78 |   -5%  ||     1.01 |     1.02 |   +1%  |  0.3470 |
 | 83      ||   292.92 |   293.21 |   +0%  ||     1.02 |     1.02 |   +1%  |  0.9935 |
-| 84      ||   126.48 |   134.47 |   +6%  ||     1.02 |     1.02 |   +1%  |  0.7448 |
 | 85      ||   813.63 |   788.31 |   -3%  ||     1.02 |     1.02 |   +1%  |  0.6375 |
+| 88      ||  2965.25 |  2639.66 |  -11%  ||     1.01 |     1.02 |   +1%  |  0.0075 |
+| 91      ||   216.55 |   190.28 |  -12%  ||     1.02 |     1.02 |   +1%  |  0.3873 |
+| 92      ||   302.16 |   232.01 |  -23%  ||     1.02 |     1.02 |   +1%  |  0.0299 |
 | 93      ||  1655.26 |  1709.61 |   +3%  ||     1.02 |     1.02 |   +1%  |  0.3850 |
+| 94      ||   479.09 |   423.36 |  -12%  ||     1.02 |     1.02 |   +1%  |  0.2112 |
 | 95      ||  2262.60 |  2310.13 |   +2%  ||     1.01 |     1.02 |   +1%  |  0.5741 |
+| 96      ||   485.53 |   442.31 |   -9%  ||     1.02 |     1.02 |   +1%  |  0.2771 |
-| 97      ||  4200.82 |  4503.45 |   +7%  ||     1.01 |     1.02 |   +1%  |  0.0017 |
+| 99      ||  1495.28 |  1427.48 |   -5%  ||     1.01 |     1.02 |   +1%  |  0.2048 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 62893.10 | 62310.45 |   -1%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   +1%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - single-threaded

Sum of avg. item runtimes: -12% || Geometric mean of throughput changes: +18%
Configuration Overview - click to expand
 +Configuration Overview---+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_2f72cba186290ca85834639abc0ef6c44b272856_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_bb1319be18bfe505d05247307f454accd4e27f5d_st.json |
 +-------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                               | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                               |
 |  benchmark_mode         | Shuffled                                                                                                     | Shuffled                                                                                                     |
 |  build_type             | release                                                                                                      | release                                                                                                      |
 |  chunk_indexes          | False                                                                                                        | False                                                                                                        |
 |  chunk_size             | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                | 1                                                                                                            | 1                                                                                                            |
 |  compiler               | clang 18.1.3                                                                                                 | clang 18.1.3                                                                                                 |
 |  cores                  | 0                                                                                                            | 0                                                                                                            |
 |  data_preparation_cores | 0                                                                                                            | 0                                                                                                            |
 |  date                   | 2025-06-08 07:48:15                                                                                          | 2025-06-07 22:34:44                                                                                          |
 |  encoding               | None                                                                                                         | None                                                                                                         |
 |  max_duration           | 60000000000                                                                                                  | 60000000000                                                                                                  |
 |  max_runs               | -1                                                                                                           | -1                                                                                                           |
 |  scale_factor           | 10                                                                                                           | 10                                                                                                           |
 |  time_unit              | ns                                                                                                           | ns                                                                                                           |
 |  using_scheduler        | False                                                                                                        | False                                                                                                        |
 |  verify                 | False                                                                                                        | False                                                                                                        |
 |  warmup_duration        | 0                                                                                                            | 0                                                                                                            |
 +-------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
+| Delivery     ||    29.30 |   26.14 |  -11%  ||     4.52 |     5.05 |  +12%  |  0.0000 |
+| New-Order    ||    14.19 |   12.21 |  -14%  ||    52.13 |    59.34 |  +14%  |  0.0000 |
+| Order-Status ||     1.44 |    1.18 |  -18%  ||     4.03 |     5.08 |  +26%  |  0.0000 |
+| Payment      ||     2.23 |    2.19 |   -2%  ||    49.27 |    56.97 |  +16%  |  0.0000 |
+| Stock-Level  ||     2.23 |    1.87 |  -16%  ||     4.35 |     5.30 |  +22%  |  0.0000 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
+| Sum          ||    49.40 |   43.59 |  -12%  ||          |          |        |   
10000
      |
+| Geomean      ||          |         |        ||          |          |  +18%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 64 clients, 10 warehouses, 64 cores (high contention)

Sum of avg. item runtimes: +1% || Geometric mean of throughput changes: -1%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_2f72cba186290ca85834639abc0ef6c44b272856_mt_highcont.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_bb1319be18bfe505d05247307f454accd4e27f5d_mt_highcont.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                                        | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                                        |
 |  benchmark_mode               | Shuffled                                                                                                              | Shuffled                                                                                                              |
 |  build_type                   | release                                                                                                               | release                                                                                                               |
 |  chunk_indexes                | False                                                                                                                 | False                                                                                                                 |
 |  chunk_size                   | 65535                                                                                                                 | 65535                                                                                                                 |
 |  clients                      | 64                                                                                                                    | 64                                                                                                                    |
 |  compiler                     | clang 18.1.3                                                                                                          | clang 18.1.3                                                                                                          |
 |  cores                        | 64                                                                                                                    | 64                                                                                                                    |
 |  data_preparation_cores       | 0                                                                                                                     | 0                                                                                                                     |
 |  date                         | 2025-06-08 07:56:02                                                                                                   | 2025-06-07 22:42:41                                                                                                   |
 |  encoding                     | None                                                                                                                  | None                                                                                                                  |
 |  max_duration                 | 600000000000                                                                                                          | 600000000000                                                                                                          |
 |  max_runs                     | -1                                                                                                                    | -1                                                                                                                    |
 |  scale_factor                 | 10                                                                                                                    | 10                                                                                                                    |
 |  time_unit                    | ns                                                                                                                    | ns                                                                                                                    |
 |  using_scheduler              | True                                                                                                                  | True                                                                                                                  |
 |  utilized_cores_per_numa_node | [64]                                                                                                                  | [64]                                                                                                                  |
 |  verify                       | False                                                                                                                 | False                                                                                                                 |
 |  warmup_duration              | 0                                                                                                                     | 0                                                                                                                     |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Delivery     ||   176.58 |  178.95 |   +1%  ||    34.58 |    34.15 |   -1%  |  0.0010 |
 |    unsucc.:  ||     3.27 |    3.49 |   +7%  ||    51.82 |    52.02 |   +0%  |         |
 | New-Order    ||    91.90 |   91.99 |   +0%  ||   482.50 |   477.73 |   -1%  |  0.5440 |
 |    unsucc.:  ||     8.25 |    8.83 |   +7%  ||   488.80 |   483.92 |   -1%  |         |
 | Order-Status ||     9.46 |    9.48 |   +0%  ||    86.27 |    86.13 |   -0%  |  0.9133 |
 | Payment      ||    14.91 |   15.54 |   +4%  ||   247.19 |   241.44 |   -2%  |  0.0000 |
 |    unsucc.:  ||     5.27 |    5.41 |   +3%  ||   681.48 |   678.92 |   -0%  |         |
 | Stock-Level  ||    13.74 |   13.79 |   +0%  ||    86.30 |    85.23 |   -1%  |  0.8091 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||   306.59 |  309.74 |   +1%  ||          |          |        |         |
 | Geomean      ||          |         |        ||          |          |   -1%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 10 clients, 10 warehouses, 64 cores (low contention)

Sum of avg. item runtimes: -3% || Geometric mean of throughput changes: +4%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_2f72cba186290ca85834639abc0ef6c44b272856_mt_lowcont.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_bb1319be18bfe505d05247307f454accd4e27f5d_mt_lowcont.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                                       | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                                       |
 |  benchmark_mode               | Shuffled                                                                                                             | Shuffled                                                                                                             |
 |  build_type                   | release                                                                                                              | release                                                                                                              |
 |  chunk_indexes                | False                                                                                                                | False                                                                                                                |
 |  chunk_size                   | 65535                                                                                                                | 65535                                                                                                                |
 |  clients                      | 10                                                                                                                   | 10                                                                                                                   |
 |  compiler                     | clang 18.1.3                                                                                                         | clang 18.1.3                                                                                                         |
 |  cores                        | 64                                                                                                                   | 64                                                                                                                   |
 |  data_preparation_cores       | 0                                                                                                                    | 0                                                                                                                    |
 |  date                         | 2025-06-08 08:06:14                                                                                                  | 2025-06-07 22:52:53                                                                                                  |
 |  encoding                     | None                                                                                                                 | None                                                                                                                 |
 |  max_duration                 | 600000000000                                                                                                         | 600000000000                                                                                                         |
 |  max_runs                     | -1                                                                                                                   | -1                                                                                                                   |
 |  scale_factor                 | 10                                                                                                                   | 10                                                                                                                   |
 |  time_unit                    | ns                                                                                                                   | ns                                                                                                                   |
 |  using_scheduler              | True                                                                                                                 | True                                                                                                                 |
 |  utilized_cores_per_numa_node | [64]                                                                                                                 | [64]                                                                                                                 |
 |  verify                       | False                                                                                                                | False                                                                                                                |
 |  warmup_duration              | 0                                                                                                                    | 0                                                                                                                    |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Delivery     ||    77.43 |   75.17 |   -3%  ||    16.00 |    16.55 |   +3%  |  0.0000 |
 |    unsucc.:  ||     0.99 |    0.90 |   -9%  ||     1.97 |     2.08 |   +6%  |         |
+| New-Order    ||    39.49 |   37.56 |   -5%  ||   182.46 |   190.23 |   +4%  |  0.0000 |
 |    unsucc.:  ||     3.18 |    3.01 |   -6%  ||    17.37 |    17.70 |   +2%  |         |
+| Order-Status ||     4.41 |    4.16 |   -6%  ||    17.82 |    18.21 |   +2%  |  0.0000 |
 | Payment      ||     7.90 |    7.96 |   +1%  ||   157.12 |   162.37 |   +3%  |  0.0000 |
 |    unsucc.:  ||     2.03 |    2.03 |   -0%  ||    34.17 |    36.46 |   +7%  |         |
+| Stock-Level  ||     5.52 |    5.54 |   +0%  ||    17.71 |    18.56 |   +5%  |  0.0969 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||   134.74 |  130.38 |   -3%  ||          |          |        |         |
 | Geomean      ||          |         |        ||          |          |   +4%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - single-threaded

Sum of avg. item runtimes: -2% || Geometric mean of throughput changes: +17%
Configuration Overview - click to expand
 +Configuration Overview---+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_2f72cba186290ca85834639abc0ef6c44b272856_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_bb1319be18bfe505d05247307f454accd4e27f5d_st.json |
 +-------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                                    | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                                    |
 |  benchmark_mode         | Ordered                                                                                                           | Ordered                                                                                                           |
 |  build_type             | release                                                                                                           | release                                                                                                           |
 |  chunk_indexes          | False                                                                                                             | False                                                                                                             |
 |  chunk_size             | 65535                                                                                                             | 65535                                                                                                             |
 |  clients                | 1                                                                                                                 | 1                                                                                                                 |
 |  compiler               | clang 18.1.3                                                                                                      | clang 18.1.3                                                                                                      |
 |  cores                  | 0                                                                                                                 | 0                                                                                                                 |
 |  data_preparation_cores | 0                                                                                                                 | 0                                                                                                                 |
 |  date                   | 2025-06-08 08:16:21                                                                                               | 2025-06-07 23:03:00                                                                                               |
 |  encoding               | None                                                                                                              | None                                                                                                              |
 |  max_duration           | 60000000000                                                                                                       | 60000000000                                                                                                       |
 |  max_runs               | 50                                                                                                                | 50                                                                                                                |
 |  time_unit              | ns                                                                                                                | ns                                                                                                                |
 |  using_scheduler        | False                                                                                                             | False                                                                                                             |
 |  verify                 | False                                                                                                             | False                                                                                                             |
 |  warmup_duration        | 1000000000                                                                                                        | 1000000000                                                                                                        |
 +-------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 10a     ||   152.87 |   102.03 |  -33%˄ ||     6.54 |     9.80 |  +50%˄ | (run time too short) |
+| 10b     ||    92.83 |    58.48 |  -37%˄ ||    10.77 |    17.10 |  +59%˄ | (run time too short) |
 | 10c     ||   329.60 |   320.71 |   -3%˄ ||     3.03 |     3.12 |   +3%˄ | (run time too short) |
+| 11a     ||    37.41 |    26.69 |  -29%˄ ||    26.73 |    37.46 |  +40%˄ | (run time too short) |
+| 11b     ||    31.48 |    25.24 |  -20%˄ ||    31.77 |    39.61 |  +25%˄ | (run time too short) |
+| 11c     ||    26.22 |    21.13 |  -19%˄ ||    38.13 |    47.33 |  +24%˄ | (run time too short) |
+| 11d     ||    25.26 |    19.93 |  -21%˄ ||    39.59 |    50.16 |  +27%˄ | (run time too short) |
+| 12a     ||    47.24 |    29.55 |  -37%˄ ||    21.17 |    33.84 |  +60%˄ | (run time too short) |
+| 12b     ||    37.07 |    24.08 |  -35%˄ ||    26.98 |    41.53 |  +54%˄ | (run time too short) |
+| 12c     ||    80.47 |    69.18 |  -14%˄ ||    12.43 |    14.45 |  +16%˄ | (run time too short) |
+| 13a     ||   182.48 |   173.14 |   -5%˄ ||     5.48 |     5.78 |   +5%˄ | (run time too short) |
+| 13b     ||   241.84 |   230.52 |   -5%˄ ||     4.13 |     4.34 |   +5%˄ | (run time too short) |
+| 13c     ||    41.81 |    30.46 |  -27%˄ ||    23.91 |    32.83 |  +37%˄ | (run time too short) |
 | 13d     ||   529.21 |   513.74 |   -3%˄ ||     1.89 |     1.95 |   +3%˄ | (run time too short) |
+| 14a     ||   102.54 |    95.56 |   -7%˄ ||     9.75 |    10.46 |   +7%˄ | (run time too short) |
+| 14b     ||   116.42 |   107.93 |   -7%˄ ||     8.59 |     9.26 |   +8%˄ | (run time too short) |
+| 14c     ||   182.20 |   172.48 |   -5%˄ ||     5.49 |     5.80 |   +6%˄ | (run time too short) |
+| 15a     ||    76.27 |    49.74 |  -35%˄ ||    13.11 |    20.10 |  +53%˄ | (run time too short) |
+| 15b     ||    92.16 |    54.51 |  -41%˄ ||    10.85 |    18.34 |  +69%˄ | (run time too short) |
+| 15c     ||    53.26 |    40.07 |  -25%˄ ||    18.78 |    24.96 |  +33%˄ | (run time too short) |
+| 15d     ||    49.39 |    36.92 |  -25%˄ ||    20.25 |    27.08 |  +34%˄ | (run time too short) |
-| 16a     ||  1265.75 |  1368.79 |   +8%  ||     0.78 |     0.72 |   -9%  | (run time too short) |
 | 16b     ||  2446.96 |  2555.94 |   +4%  ||     0.40 |     0.38 |   -4%  | (run time too short) |
-| 16c     ||  1428.64 |  1539.14 |   +8%  ||     0.68 |     0.63 |   -7%  | (run time too short) |
-| 16d     ||  1389.53 |  1502.31 |   +8%  ||     0.72 |     0.65 |   -9%  | (run time too short) |
-| 17a     ||   390.07 |   442.73 |  +14%˄ ||     2.56 |     2.26 |  -12%˄ | (run time too short) |
-| 17b     ||   309.27 |   360.55 |  +17%˄ ||     3.23 |     2.77 |  -14%˄ | (run time too short) |
-| 17c     ||   288.56 |   340.67 |  +18%˄ ||     3.47 |     2.94 |  -15%˄ | (run time too short) |
-| 17d     ||   367.96 |   403.16 |  +10%˄ ||     2.72 |     2.48 |   -9%˄ | (run time too short) |
-| 17e     ||  1478.54 |  1587.92 |   +7%  ||     0.67 |     0.62 |   -7%  | (run time too short) |
-| 17f     ||   843.78 |   890.55 |   +6%˄ ||     1.19 |     1.12 |   -5%˄ | (run time too short) |
+| 18a     ||   152.93 |   126.35 |  -17%˄ ||     6.54 |     7.91 |  +21%˄ | (run time too short) |
+| 18b     ||   110.26 |    99.80 |   -9%˄ ||     9.07 |    10.02 |  +10%˄ | (run time too short) |
 | 18c     ||   184.75 |   184.21 |   -0%˄ ||     5.41 |     5.43 |   +0%˄ | (run time too short) |
+| 19a     ||   229.19 |   199.33 |  -13%˄ ||     4.36 |     5.02 |  +15%˄ | (run time too short) |
+| 19b     ||   204.41 |   166.58 |  -19%˄ ||     4.89 |     6.00 |  +23%˄ | (run time too short) |
+| 19c     ||   256.27 |   239.94 |   -6%˄ ||     3.90 |     4.17 |   +7%˄ | (run time too short) |
 | 19d     ||   719.40 |   708.12 |   -2%˄ ||     1.39 |     1.41 |   +2%˄ | (run time too short) |
+| 1a      ||    11.77 |     7.03 |  -40%˄ ||    84.92 |   142.25 |  +68%˄ | (run time too short) |
+| 1b      ||    29.16 |    13.62 |  -53%˄ ||    34.29 |    73.42 | +114%˄ | (run time too short) |
+| 1c      ||    24.83 |    14.96 |  -40%˄ ||    40.26 |    66.82 |  +66%˄ | (run time too short) |
+| 1d      ||    10.96 |     6.43 |  -41%˄ ||    91.24 |   155.45 |  +70%˄ | (run time too short) |
 | 20a     ||   522.06 |   507.47 |   -3%˄ ||     1.92 |     1.97 |   +3%˄ | (run time too short) |
+| 20b     ||   573.69 |   544.04 |   -5%˄ ||     1.74 |     1.84 |   +5%˄ | (run time too short) |
+| 20c     ||   396.66 |   359.32 |   -9%˄ ||     2.52 |     2.78 |  +10%˄ | (run time too short) |
+| 21a     ||    51.35 |    40.62 |  -21%˄ ||    19.47 |    24.62 |  +26%˄ | (run time too short) |
+| 21b     ||    44.78 |    31.08 |  -31%˄ ||    22.33 |    32.18 |  +44%˄ | (run time too short) |
+| 21c     ||    41.22 |    36.82 |  -11%˄ ||    24.26 |    27.16 |  +12%˄ | (run time too short) |
+| 22a     ||   182.33 |   163.84 |  -10%˄ ||     5.48 |     6.10 |  +11%˄ | (run time too short) |
+| 22b     ||   165.43 |   146.29 |  -12%˄ ||     6.04 |     6.84 |  +13%˄ | (run time too short) |
+| 22c     ||   243.59 |   224.35 |   -8%˄ ||     4.11 |     4.46 |   +9%˄ | (run time too short) |
 | 22d     ||   357.22 |   348.15 |   -3%˄ ||     2.80 |     2.87 |   +3%˄ | (run time too short) |
+| 23a     ||    57.31 |    43.23 |  -25%˄ ||    17.45 |    23.13 |  +33%˄ | (run time too short) |
+| 23b     ||    61.89 |    50.84 |  -18%˄ ||    16.16 |    19.67 |  +22%˄ | (run time too short) |
+| 23c     ||    59.85 |    45.93 |  -23%˄
10000
 ||    16.71 |    21.77 |  +30%˄ | (run time too short) |
+| 24a     ||   225.31 |   200.15 |  -11%˄ ||     4.44 |     5.00 |  +13%˄ | (run time too short) |
+| 24b     ||   207.93 |   185.53 |  -11%˄ ||     4.81 |     5.39 |  +12%˄ | (run time too short) |
 | 25a     ||    98.39 |    94.92 |   -4%˄ ||    10.16 |    10.53 |   +4%˄ | (run time too short) |
+| 25b     ||    63.74 |    60.82 |   -5%˄ ||    15.69 |    16.44 |   +5%˄ | (run time too short) |
 | 25c     ||   230.48 |   224.06 |   -3%˄ ||     4.34 |     4.46 |   +3%˄ | (run time too short) |
-| 26a     ||   138.47 |   160.66 |  +16%˄ ||     7.22 |     6.22 |  -14%˄ | (run time too short) |
-| 26b     ||   121.16 |   130.89 |   +8%˄ ||     8.25 |     7.64 |   -7%˄ | (run time too short) |
-| 26c     ||   250.80 |   303.66 |  +21%˄ ||     3.99 |     3.29 |  -17%˄ | (run time too short) |
+| 27a     ||    47.28 |    34.06 |  -28%˄ ||    21.15 |    29.35 |  +39%˄ | (run time too short) |
+| 27b     ||    34.26 |    24.78 |  -28%˄ ||    29.18 |    40.34 |  +38%˄ | (run time too short) |
+| 27c     ||    41.56 |    36.55 |  -12%˄ ||    24.06 |    27.35 |  +14%˄ | (run time too short) |
+| 28a     ||   210.39 |   188.33 |  -10%˄ ||     4.75 |     5.31 |  +12%˄ | (run time too short) |
+| 28b     ||    86.72 |    67.47 |  -22%˄ ||    11.53 |    14.82 |  +29%˄ | (run time too short) |
+| 28c     ||   189.75 |   164.00 |  -14%˄ ||     5.27 |     6.10 |  +16%˄ | (run time too short) |
+| 29a     ||   211.21 |   162.73 |  -23%˄ ||     4.73 |     6.15 |  +30%˄ | (run time too short) |
+| 29b     ||   953.08 |   756.13 |  -21%˄ ||     1.05 |     1.32 |  +26%˄ | (run time too short) |
+| 29c     ||   233.08 |   198.49 |  -15%˄ ||     4.29 |     5.04 |  +17%˄ | (run time too short) |
+| 2a      ||    29.56 |    25.22 |  -15%˄ ||    33.83 |    39.65 |  +17%˄ | (run time too short) |
+| 2b      ||    27.67 |    23.02 |  -17%˄ ||    36.14 |    43.43 |  +20%˄ | (run time too short) |
+| 2c      ||    24.06 |    19.02 |  -21%˄ ||    41.56 |    52.56 |  +26%˄ | (run time too short) |
+| 2d      ||    56.07 |    51.67 |   -8%˄ ||    17.83 |    19.35 |   +8%˄ | (run time too short) |
+| 30a     ||    87.18 |    82.26 |   -6%˄ ||    11.47 |    12.16 |   +6%˄ | (run time too short) |
+| 30b     ||    91.29 |    86.12 |   -6%˄ ||    10.95 |    11.61 |   +6%˄ | (run time too short) |
 | 30c     ||   149.38 |   145.74 |   -2%˄ ||     6.69 |     6.86 |   +2%˄ | (run time too short) |
+| 31a     ||    77.15 |    72.19 |   -6%˄ ||    12.96 |    13.85 |   +7%˄ | (run time too short) |
+| 31b     ||    82.36 |    71.26 |  -13%˄ ||    12.14 |    14.03 |  +16%˄ | (run time too short) |
+| 31c     ||    87.96 |    82.40 |   -6%˄ ||    11.37 |    12.14 |   +7%˄ | (run time too short) |
+| 32a     ||    15.43 |     9.81 |  -36%˄ ||    64.80 |   101.90 |  +57%˄ | (run time too short) |
+| 32b     ||    33.68 |    27.87 |  -17%˄ ||    29.68 |    35.87 |  +21%˄ | (run time too short) |
+| 33a     ||    51.34 |    28.97 |  -44%˄ ||    19.48 |    34.52 |  +77%˄ | (run time too short) |
+| 33b     ||    29.74 |    18.26 |  -39%˄ ||    33.62 |    54.76 |  +63%˄ | (run time too short) |
+| 33c     ||    56.37 |    39.53 |  -30%˄ ||    17.74 |    25.30 |  +43%˄ | (run time too short) |
+| 3a      ||    71.53 |    64.58 |  -10%˄ ||    13.98 |    15.48 |  +11%˄ | (run time too short) |
+| 3b      ||    25.00 |    16.40 |  -34%˄ ||    40.00 |    60.97 |  +52%˄ | (run time too short) |
 | 3c      ||   214.21 |   208.28 |   -3%˄ ||     4.67 |     4.80 |   +3%˄ | (run time too short) |
+| 4a      ||   150.49 |   142.04 |   -6%˄ ||     6.64 |     7.04 |   +6%˄ | (run time too short) |
+| 4b      ||    23.77 |    15.14 |  -36%˄ ||    42.06 |    66.04 |  +57%˄ | (run time too short) |
 | 4c      ||   186.47 |   180.31 |   -3%˄ ||     5.36 |     5.55 |   +3%˄ | (run time too short) |
+| 5a      ||    67.19 |    48.82 |  -27%˄ ||    14.88 |    20.48 |  +38%˄ | (run time too short) |
+| 5b      ||    65.19 |    49.42 |  -24%˄ ||    15.34 |    20.23 |  +32%˄ | (run time too short) |
+| 5c      ||    97.39 |    87.52 |  -10%˄ ||    10.27 |    11.43 |  +11%˄ | (run time too short) |
 | 6a      ||   150.00 |   146.71 |   -2%˄ ||     6.67 |     6.82 |   +2%˄ | (run time too short) |
 | 6b      ||   159.09 |   160.05 |   +1%˄ ||     6.29 |     6.25 |   -1%˄ | (run time too short) |
 | 6c      ||   139.36 |   138.31 |   -1%˄ ||     7.18 |     7.23 |   +1%˄ | (run time too short) |
 | 6d      ||   350.34 |   362.62 |   +4%˄ ||     2.85 |     2.76 |   -3%˄ | (run time too short) |
 | 6e      ||   143.07 |   141.56 |   -1%˄ ||     6.99 |     7.06 |   +1%˄ | (run time too short) |
-| 6f      ||   643.67 |   689.05 |   +7%˄ ||     1.55 |     1.45 |   -7%˄ | (run time too short) |
+| 7a      ||   121.07 |    81.23 |  -33%˄ ||     8.26 |    12.31 |  +49%˄ | (run time too short) |
+| 7b      ||   115.79 |    77.05 |  -33%˄ ||     8.64 |    12.98 |  +50%˄ | (run time too short) |
 | 7c      ||   565.65 |   547.30 |   -3%˄ ||     1.77 |     1.83 |   +3%˄ | (run time too short) |
+| 8a      ||   194.88 |   169.08 |  -13%˄ ||     5.13 |     5.91 |  +15%˄ | (run time too short) |
+| 8b      ||   198.42 |   160.91 |  -19%˄ ||     5.04 |     6.21 |  +23%˄ | (run time too short) |
 | 8c      ||  1744.73 |  1754.17 |   +1%  ||     0.57 |     0.57 |   +0%  |               0.0020 |
+| 8d      ||   480.60 |   450.62 |   -6%˄ ||     2.08 |     2.22 |   +7%˄ | (run time too short) |
 | 9a      ||   242.71 |   235.49 |   -3%˄ ||     4.12 |     4.25 |   +3%˄ | (run time too short) |
+| 9b      ||   164.41 |   135.02 |  -18%˄ ||     6.08 |     7.41 |  +22%˄ | (run time too short) |
 | 9c      ||   288.24 |   283.70 |   -2%˄ ||     3.47 |     3.52 |   +2%˄ | (run time too short) |
+| 9d      ||   452.85 |   431.76 |   -5%˄ ||     2.21 |     2.32 |   +5%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 28727.32 | 28055.90 |   -2%  ||          |          |        |                      |
+| Geomean ||          |          |        ||          |          |  +17%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: +1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---------+---------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_2f72cba186290ca85834639abc0ef6c44b272856_mt_ordered.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_bb1319be18bfe505d05247307f454accd4e27f5d_mt_ordered.json |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                                            | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                                            |
 |  benchmark_mode               | Ordered                                                                                                                   | Ordered                                                                                                                   |
 |  build_type                   | release                                                                                                                   | release                                                                                                                   |
 |  chunk_indexes                | False                                                                                                                     | False                                                                                                                     |
 |  chunk_size                   | 65535                                                                                                                     | 65535                                                                                                                     |
 |  clients                      | 1                                                                                                                         | 1                                                                                                                         |
 |  compiler                     | clang 18.1.3                                                                                                              | clang 18.1.3                                                                                                              |
 |  cores                        | 64                                                                                                                        | 64                                                                                                                        |
 |  data_preparation_cores       | 0                                                                                                                         | 0                                                                                                                         |
 |  date                         | 2025-06-08 08:40:58                                                                                                       | 2025-06-07 23:26:17                                                                                                       |
 |  encoding                     | None                                                                                                                      | None                                                                                                                      |
 |  max_duration                 | 60000000000                                                                                                               | 60000000000                                                                                                               |
 |  max_runs                     | 50                                                                                                                        | 50                                                                                                                        |
 |  time_unit                    | ns                                                                                                                        | ns                                                                                                                        |
 |  using_scheduler              | True                                                                                                                      | True                                                                                                                      |
 |  utilized_cores_per_numa_node | [64]                                                                                                                      | [64]                                                                                                                      |
 |  verify                       | False                                                                                                                     | False                                                                                                                     |
 |  warmup_duration              | 1000000000                                                                                                                | 1000000000                                                                                                                |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | 10a     ||    38.16 |    37.90 |   -1%˄ ||    26.18 |    26.36 |   +1%˄ | (run time too short) |
 | 10b     ||    17.36 |    17.35 |   -0%˄ ||    57.50 |    57.51 |   +0%˄ | (run time too short) |
-| 10c     ||   107.88 |   119.19 |  +10%˄ ||     9.27 |     8.39 |   -9%˄ | (run time too short) |
+| 11a     ||    10.71 |    10.21 |   -5%˄ ||    93.03 |    97.64 |   +5%˄ | (run time too short) |
+| 11b     ||     8.62 |     8.16 |   -5%˄ ||   115.52 |   122.12 |   +6%˄ | (run time too short) |
+| 11c     ||    24.03 |    22.58 |   -6%˄ ||    41.56 |    44.22 |   +6%˄ | (run time too short) |
 | 11d     ||    27.68 |    26.54 |   -4%˄ ||    36.09 |    37.63 |   +4%˄ | (run time too short) |
 | 12a     ||    20.82 |    20.96 |   +1%˄ ||    47.96 |    47.63 |   -1%˄ | (run time too short) |
+| 12b     ||    12.65 |    11.91 |   -6%˄ ||    78.78 |    83.68 |   +6%˄ | (run time too short) |
 | 12c     ||    49.90 |    49.97 |   +0%˄ ||    20.02 |    20.00 |   -0%˄ | (run time too short) |
 | 13a     ||   129.92 |   128.43 |   -1%˄ ||     7.69 |     7.78 |   +1%˄ | (run time too short) |
 | 13b     ||    95.06 |    92.64 |   -3%˄ ||    10.52 |    10.79 |   +3%˄ | (run time too short) |
+| 13c     ||    16.60 |    15.72 |   -5%˄ ||    60.09 |    63.46 |   +6%˄ | (run time too short) |
 | 13d     ||   365.58 |   364.41 |   -0%˄ ||     2.74 |     2.74 |   +0%˄ | (run time too short) |
 | 14a     ||    56.13 |    55.51 |   -1%˄ ||    17.80 |    18.00 |   +1%˄ | (run time too short) |
 | 14b     ||    72.25 |    71.35 |   -1%˄ ||    13.83 |    14.01 |   +1%˄ | (run time too short) |
 | 14c     ||   114.50 |   113.20 |   -1%˄ ||     8.73 |     8.83 |   +1%˄ | (run time too short) |
 | 15a     ||    29.57 |    29.04 |   -2%˄ ||    33.78 |    34.40 |   +2%˄ | (run time too short) |
 | 15b     ||    25.12 |    24.94 |   -1%˄ ||    39.75 |    40.05 |   +1%˄ | (run time too short) |
 | 15c     ||    22.28 |    21.84 |   -2%˄ ||    44.81 |    45.72 |   +2%˄ | (run time too short) |
 | 15d     ||    27.86 |    27.59 |   -1%˄ ||    35.85 |    36.21 |   +1%˄ | (run time too short) |
-| 16a     ||   766.78 |   819.64 |   +7%˄ ||     1.30 |     1.22 |   -6%˄ | (run time too short) |
 | 16b     ||  1959.82 |  1999.27 |   +2%  ||     0.50 |     0.48 |   -3%  | (run time too short) |
-| 16c     ||   925.91 |   977.34 |   +6%˄ ||     1.08 |     1.02 |   -5%˄ | (run time too short) |
-| 16d     ||   888.33 |   937.89 |   +6%˄ ||     1.13 |     1.07 |   -5%˄ | (run time too short) |
 | 17a     ||   182.84 |   183.64 |   +0%˄ ||     5.47 |     5.44 |   -0%˄ | (run time too short) |
 | 17b     ||   153.74 |   154.74 |   +1%˄ ||     6.50 |     6.46 |   -1%˄ | (run time too short) |
 | 17c     ||   131.05 |   126.05 |   -4%˄ ||     7.63 |     7.93 |   +4%˄ | (run time too short) |
 | 17d     ||   122.82 |   122.10 |   -1%˄ ||     8.14 |     8.19 |   +1%˄ | (run time too short) |
 | 17e     ||   791.35 |   811.66 |   +3%˄ ||     1.26 |     1.23 |   -3%˄ | (run time too short) |
 | 17f     ||   313.02 |   314.65 |   +1%˄ ||     3.19 |     3.18 |   -1%˄ | (run time too short) |
 | 18a     ||    51.72 |    51.16 |   -1%˄ ||    19.32 |    19.53 |   +1%˄ | (run time too short) |
 | 18b     ||    49.19 |    49.40 |   +0%˄ ||    20.31 |    20.23 |   -0%˄ | (run time too short) |
 | 18c     ||    99.40 |   101.00 |   +2%˄ ||    10.06 |     9.90 |   -2%˄ | (run time too short) |
 | 19a     ||    98.76 |    97.29 |   -1%˄ ||    10.12 |    10.27 |   +2%˄ | (run time too short) |
 | 19b     ||    61.03 |    59.96 |   -2%˄ ||    16.38 |    16.67 |   +2%˄ | (run time too short) |
 | 19c     ||   113.06 |   111.76 |   -1%˄ ||     8.84 |     8.94 |   +1%˄ | (run time too short) |
 | 19d     ||   513.48 |   512.67 |   -0%˄ ||     1.95 |     1.95 |   +0%˄ | (run time too short) |
+| 1a      ||     6.49 |     6.06 |   -7%˄ ||   153.39 |   164.11 |   +7%˄ | (run time too short) |
+| 1b      ||     7.48 |     4.32 |  -42%˄ ||   133.01 |   229.68 |  +73%˄ | (run time too short) |
+| 1c      ||     5.00 |     3.78 |  -24%˄ ||   198.54 |   262.11 |  +32%˄ | (run time too short) |
+| 1d      ||     5.21 |     4.76 |   -9%˄ ||   190.94 |   208.58 |   +9%˄ | (run time too short) |
 | 20a     ||    83.38 |    81.14 |   -3%˄ ||    11.99 |    12.32 |   +3%˄ | (run time too short) |
 | 20b     ||    73.96 |    71.03 |   -4%˄ ||    13.51 |    14.07 |   +4%˄ | (run time too short) |
 | 20c     ||    75.95 |    77.77 |   +2%˄ ||    13.16 |    12.85 |   -2%˄ | (run time too short) |
 | 21a     ||    16.57 |    16.37 |   -1%˄ ||    60.21 |    60.94 |   +1%˄ | (run time too short) |
 | 21b     ||    15.12 |    14.72 |   -3%˄ ||    65.98 |    67.80 |   +3%˄ | (run time too short) |
 | 21c     ||    18.29 |    18.09 |   -1%˄ ||    54.55 |    55.16 |   +1%˄ | (run time too short) |
 | 22a     ||    72.46 |    69.56 |   -4%˄ ||    13.79 |    14.37 |   +4%˄ | (run time too short) |
 | 22b     ||    53.37 |    52.31 |   -2%˄ ||    18.72 |    19.10 |   +2%˄ | (run time too short) |
 | 22c     ||   118.02 |   121.28 |   +3%˄ ||     8.47 |     8.24 |   -3%˄ | (run time too short) |
 | 22d     ||   212.94 |   213.33 |   +0%˄ ||     4.70 |     4.69 |   -0%˄ | (run time too short) |
+| 23a     ||    16.09 |    15.35 |   -5%˄ ||    62.01 |    65.00 |   +5%˄ | (run time too short) |
 | 23b     ||    26.53 |    26.30 |   -1%˄ ||    37.64 |    37.98 |   +1%˄ | (run time too short) |
+| 23c     ||    18.48 |    17.28 |   -6%˄ ||    54.02 |    57.77 |   +7%˄ | (run time too short) |
 | 24a     ||    59.90 |    59.44 |   -1%˄ ||    16.68 |    16.81 |   +1%˄ | (run time too short) |
 | 24b     ||    59.91 |    59.76 |   -0%˄ ||    16.68 |    16.72 |   +0%˄ | (run time too short) |
 | 25a     ||    55.89 |    56.04 |   +0%˄ ||    17.88 |    17.83 |   -0%˄ | (run time too short) |
 | 25b     ||    32.14 |    32.08 |   -0%˄ ||    31.08 |    31.13 |   +0%˄ | (run time too short) |
 | 25c     ||   152.13 |   154.23 |   +1%˄ ||     6.57 |     6.48 |   -1%˄ | (run time too short) |
-| 26a     ||    80.31 |    84.30 |   +5%˄ ||    12.45 |    11.86 |   -5%˄ | (run time too short) |
-| 26b     ||    57.52 |    62.16 |   +8%˄ ||    17.37 |    16.08 |   -7%˄ | (run time too short) |
-| 26c     ||   119.70 |   129.07 |   +8%˄ ||     8.35 |     7.75 |   -7%˄ | (run time too short) |
 | 27a     ||    19.49 |    19.32 |   -1%˄ ||    51.22 |    51.66 |   +1%˄ | (run time too short) |
 | 27b     ||    18.30 |    17.96 |   -2%˄ ||    54.55 |    55.58 |   +2%˄ | (run time too short) |
 | 27c     ||    18.04 |    17.59 |   -2%˄ ||    55.33 |    56.74 |   +3%˄ | (run time too short) |
 | 28a     ||   124.61 |   120.49 |   -3%˄ ||     8.02 |     8.30 |   +3%˄ | (run time too short) |
 | 28b     ||    27.11 |    26.69 |   -2%˄ ||    36.83 |    37.41 |   +2%˄ | (run time too short) |
 | 28c     ||   102.54 |   100.59 |   -2%˄ ||     9.75 |     9.94 |   +2%˄ | (run time too short) |
 | 29a     ||    53.78 |    52.55 |   -2%˄ ||    18.58 |    19.02 |   +2%˄ | (run time too short) |
 | 29b     ||   134.24 |   129.47 |   -4%˄ ||     7.45 |     7.72 |   +4%˄ | (run time too short) |
 | 29c     ||    66.22 |    65.39 |   -1%˄ ||    15.09 |    15.28 |   +1%˄ | (run time too short) |
+| 2a      ||    22.87 |    21.73 |   -5%˄ ||    43.66 |    45.96 |   +5%˄ | (run time too short) |
 | 2b      ||    19.71 |    18.91 |   -4%˄ ||    50.66 |    52.79 |   +4%˄ | (run time too short) |
+| 2c      ||    14.30 |    13.48 |   -6%˄ ||    69.78 |    74.00 |   +6%˄ | (run time too short) |
 | 2d      ||    47.59 |    49.61 |   +4%˄ ||    21.00 |    20.15 |   -4%˄ | (run time too short) |
 | 30a     ||    47.00 |    46.94 |   -0%˄ ||    21.26 |    21.29 |   +0%˄ | (run time too short) |
 | 30b     ||    36.81 |    35.88 |   -3%˄ ||    27.14 |    27.84 |   +3%˄ | (run time too short) |
 | 30c     ||   112.12 |   111.63 |   -0%˄ ||     8.92 |     8.95 |   +0%˄ | (run time too short) |
 | 31a     ||    37.91 |    38.51 |   +2%˄ ||    26.35 |    25.94 |   -2%˄ | (run time too short) |
 | 31b     ||    33.58 |    34.08 |   +1%˄ ||    29.74 |    29.31 |   -1%˄ | (run time too short) |
 | 31c     ||    41.36 |    42.20 |   +2%˄ ||    24.15 |    23.67 |   -2%˄ | (run time too short) |
+| 32a     ||     6.70 |     5.94 |  -11%˄ ||   148.55 |   167.52 |  +13%˄ | (run time too short) |
 | 32b     ||    29.60 |    28.83 |   -3%˄ ||    33.75 |    34.65 |   +3%˄ | (run time too short) |
+| 33a     ||    13.99 |    10.10 |  -28%˄ ||    71.29 |    98.69 |  +38%˄ | (run time too short) |
+| 33b     ||     9.81 |     8.31 |  -15%˄ ||   101.56 |   119.88 |  +18%˄ | (run time too short) |
+| 33c     ||    20.93 |    18.27 |  -13%˄ ||    47.69 |    54.63 |  +15%˄ | (run time too short) |
-| 3a      ||    32.17 |    37.62 |  +17%˄ ||    31.05 |    26.55 |  -14%˄ | (run time too short) |
 | 3b      ||     6.69 |     6.46 |   -3%˄ ||   148.74 |   154.13 |   +4%˄ | (run time too short) |
-| 3c      ||    70.30 |    74.32 |   +6%˄ ||    14.22 |    13.45 |   -5%˄ | (run time too short) |
 | 4a      ||    66.99 |    66.96 |   -0%˄ ||    14.92 |    14.93 |   +0%˄ | (run time too short) |
+| 4b      ||     5.57 |     5.12 |   -8%˄ ||   178.57 |   194.20 |   +9%˄ | (run time too short) |
 | 4c      ||    84.41 |    85.14 |   +1%˄ ||    11.84 |    11.74 |   -1%˄ | (run time too short) |
 | 5a      ||    24.76 |    25.02 |   +1%˄ ||    40.33 |    39.91 |   -1%˄ | (run time too short) |
 | 5b      ||    20.46 |    20.43 |   -0%˄ ||    48.80 |    48.86 |   +0%˄ | (run time too short) |
 | 5c      ||    48.18 |    47.89 |   -1%˄ ||    20.74 |    20.87 |   +1%˄ | (run time too short) |
-| 6a      ||    24.86 |    28.90 |  +16%˄ ||    40.16 |    34.56 |  -14%˄ | (run time too short) |
-| 6b      ||    45.72 |    49.31 |   +8%˄ ||    21.86 |    20.27 |   -7%˄ | (run time too short) |
-| 6c      ||    23.07 |    27.92 |  +21%˄ ||    43.28 |    35.77 |  -17%˄ | (run time too short) |
 | 6d      ||   128.60 |   127.98 |   -0%˄ ||     7.77 |     7.81 |   +0%˄ | (run time too short) |
-| 6e      ||    24.99 |    29.35 |  +17%˄ ||    39.95 |    34.03 |  -15%˄ | (run time too short) |
 | 6f      ||   470.00 |   476.52 |   +1%˄ ||     2.13 |     2.10 |   -1%˄ | (run time too short) |
 | 7a      ||    28.36 |    27.15 |   -4%˄ ||    35.22 |    36.78 |   +4%˄ | (run time too short) |
 | 7b      ||    26.83 |    26.08 |   -3%˄ ||    37.22 |    38.29 |   +3%˄ | (run time too short) |
 | 7c      ||   261.65 |   258.30 |   -1%˄ ||     3.82 |     3.87 |   +1%˄ | (run time too short) |
 | 8a      ||    40.56 |    40.44 |   -0%˄ ||    24.63 |    24.71 |   +0%˄ | (run time too short) |
 | 8b      ||    39.43 |    39.28 |   -0%˄ ||    25.33 |    25.43 |   +0%˄ | (run time too short) |
 | 8c      ||  1085.16 |  1084.71 |   -0%˄ ||     0.92 |     0.92 |   +0%˄ | (run time too short) |
 | 8d      ||   274.09 |   267.79 |   -2%˄ ||     3.65 |     3.73 |   +2%˄ | (run time too short) |
 | 9a      ||   127.07 |   128.40 |   +1%˄ ||     7.87 |     7.79 |   -1%˄ | (run time too short) |
 | 9b      ||    71.82 |    71.60 |   -0%˄ ||    13.92 |    13.96 |   +0%˄ | (run time too short) |
 | 9c      ||   144.59 |   144.78 |   +0%˄ ||     6.91 |     6.91 |   -0%˄ | (run time too short) |
 | 9d      ||   349.10 |   352.11 |   +1%˄ ||     2.86 |     2.84 |   -1%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 14521.85 | 14734.20 |   +1%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   +1%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: +4% || Geometric mean of throughput changes: -4%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_2f72cba186290ca85834639abc0ef6c44b272856_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_bb1319be18bfe505d05247307f454accd4e27f5d_mt.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                                    | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                                    |
 |  benchmark_mode               | Shuffled                                                                                                          | Shuffled                                                                                                          |
 |  build_type                   | release                                                                                                           | release                                                                                                           |
 |  chunk_indexes                | False                                                                                                             | False                                                                                                             |
 |  chunk_size                   | 65535                                                                                                             | 65535                                                                                                             |
 |  clients                      | 64                                                                                                                | 64                                                                                                                |
 |  compiler                     | clang 18.1.3                                                                                                      | clang 18.1.3                                                                                                      |
 |  cores                        | 64                                                                                                                | 64                                                                                                                |
 |  data_preparation_cores       | 0                                                                                                                 | 0                                                                                                                 |
 |  date                         | 2025-06-08 08:55:08                                                                                               | 2025-06-07 23:40:29                                                                                               |
 |  encoding                     | None                                                                                                              | None                                                                                                              |
 |  max_duration                 | 1200000000000                                                                                                     | 1200000000000                                                                                                     |
 |  max_runs                     | -1                                                                                                                | -1                                                                                                                |
 |  time_unit                    | ns                                                                                                                | ns                                                                                                                |
 |  using_scheduler              | True                                                                                                              | True                                                                                                              |
 |  utilized_cores_per_numa_node | [64]                                                                                                              | [64]                                                                                                              |
 |  verify                       | False                                                                                                             | False                                                                                                             |
 |  warmup_duration              | 0                                                                                                                 | 0                                                                                                                 |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| 10a     ||   200.53 |   187.07 |   -7%  ||     1.27 |     1.22 |   -4%  |  0.4174 |
+| 10b     ||   133.78 |   126.90 |   -5%  ||     1.27 |     1.22 |   -4%  |  0.6886 |
-| 10c     ||   578.88 |   656.36 |  +13%  ||     1.27 |     1.22 |   -4%  |  0.0056 |
-| 11a     ||    81.98 |    93.11 |  +14%  ||     1.27 |     1.22 |   -4%  |  0.3935 |
-| 11b     ||    76.56 |    96.35 |  +26%  ||     1.27 |     1.22 |   -4%  |  0.0917 |
+| 11c     ||   128.92 |   122.77 |   -5%  ||     1.27 |     1.22 |   -4%  |  0.6350 |
-| 11d     ||    80.39 |    90.01 |  +12%  ||     1.27 |     1.22 |   -4%  |  0.2919 |
+| 12a     ||   162.08 |   152.21 |   -6%  ||     1.27 |     1.22 |   -4%  |  0.4829 |
 | 12b     ||    74.28 |    75.17 |   +1%  ||     1.27 |     1.22 |   -4%  |  0.9234 |
 | 12c     ||   332.30 |   339.94 |   +2%  ||     1.27 |     1.22 |   -4%  |  0.7326 |
 | 13a     ||   478.30 |   459.04 |   -4%  ||     1.27 |     1.22 |   -4%  |  0.4005 |
 | 13b     ||   340.58 |   352.44 |   +3%  ||     1.27 |     1.22 |   -4%  |  0.5846 |
 | 13c     ||    93.32 |    96.26 |   +3%  ||     1.27 |     1.22 |   -4%  |  0.7953 |
 | 13d     ||   894.26 |   907.78 |   +2%  ||     1.27 |     1.22 |   -4%  |  0.6233 |
 | 14a     ||   407.11 |   423.50 |   +4%  ||     1.27 |     1.22 |   -4%  |  0.5303 |
 | 14b     ||   438.01 |   434.53 |   -1%  ||     1.27 |     1.22 |   -4%  |  0.8996 |
-| 14c     ||   591.87 |   622.74 |   +5%  ||     1.27 |     1.22 |   -4%  |  0.2895 |
+| 15a     ||   123.51 |   106.57 |  -14%  ||     1.27 |     1.22 |   -4%  |  0.1729 |
-| 15b     ||   117.75 |   132.99 |  +13%  ||     1.27 |     1.22 |   -4%  |  0.3274 |
+| 15c     ||   140.83 |   121.60 |  -14%  ||     1.27 |     1.22 |   -4%  |  0.1664 |
-| 15d     ||   141.54 |   150.74 |   +6%  ||     1.27 |     1.22 |   -4%  |  0.4954 |
-| 16a     ||  1623.85 |  1698.35 |   +5%  ||     1.27 |     1.22 |   -4%  |  0.0472 |
 | 16b     ||  3079.23 |  3213.15 |   +4%  ||     1.27 |     1.22 |   -4%  |  0.0012 |
-| 16c     ||  1860.30 |  1964.38 |   +6%  ||     1.27 |     1.22 |   -4%  |  0.0103 |
-| 16d     ||  1804.90 |  1910.46 |   +6%  ||     1.27 |     1.22 |   -4%  |  0.0092 |
-| 17a     ||   848.60 |   920.68 |   +8%  ||     1.27 |     1.22 |   -4%  |  0.0389 |
-| 17b     ||   623.05 |   683.28 |  +10%  ||     1.27 |     1.22 |   -4%  |  0.0470 |
-| 17c     ||   548.32 |   633.04 |  +15%  ||     1.27 |     1.22 |   -4%  |  0.0073 |
-| 17d     ||   547.33 |   634.88 |  +16%  ||     1.27 |     1.22 |   -4%  |  0.0027 |
 | 17e     ||  1674.66 |  1736.23 |   +4%  ||     1.27 |     1.22 |   -4%  |  0.0839 |
-| 17f     ||  1107.58 |  1220.81 |  +10%  ||     1.27 |     1.22 |   -4%  |  0.0037 |
-| 18a     ||   232.66 |   271.72 |  +17%  ||     1.27 |     1.22 |   -4%  |  0.0332 |
 | 18b     ||   390.78 |   399.27 |   +2%  ||     1.27 |     1.22 |   -4%  |  0.7398 |
-| 18c     ||   622.60 |   688.79 |  +11%  ||     1.27 |     1.22 |   -4%  |  0.0604 |
 | 19a     ||   576.03 |   592.42 |   +3%  ||     1.27 |     1.22 |   -4%  |  0.6280 |
 | 19b     ||   423.32 |   417.84 |   -1%  ||     1.27 |     1.22 |   -4%  |  0.8476 |
+| 19c     ||   638.64 |   595.37 |   -7%  ||     1.27 |     1.22 |   -4%  |  0.1815 |
-| 19d     ||  1384.81 |  1459.11 |   +5%  ||     1.27 |     1.22 |   -4%  |  0.0647 |
-| 1a      ||    34.87 |    37.11 |   +6%  ||     1.27 |     1.22 |   -4%  |  0.7244 |
+| 1b      ||    49.22 |    39.35 |  -20%  ||     1.27 |     1.22 |   -4%  |  0.1714 |
-| 1c      ||    52.59 |    67.39 |  +28%  ||     1.27 |     1.22 |   -4%  |  0.1829 |
+| 1d      ||    34.21 |    30.85 |  -10%  ||     1.27 |     1.22 |   -4%  |  0.6072 |
 | 20a     ||   424.68 |   440.67 |   +4%  ||     1.27 |     1.22 |   -4%  |  0.4987 |
 | 20b     ||   407.97 |   405.77 |   -1%  ||     1.27 |     1.22 |   -4%  |  0.9325 |
-| 20c     ||   340.83 |   385.86 |  +13%  ||     1.27 |     1.22 |   -4%  |  0.0438 |
+| 21a     ||   206.51 |   185.97 |  -10%  ||     1.27 |     1.22 |   -4%  |  0.3320 |
 | 21b     ||   124.69 |   128.17 |   +3%  ||     1.27 |     1.22 |   -4%  |  0.7890 |
+| 21c     ||   188.43 |   170.99 |   -9%  ||     1.27 |     1.22 |   -4%  |  0.3947 |
 | 22a     ||   512.57 |   494.07 |   -4%  ||     1.27 |     1.22 |   -4%  |  0.5335 |
-| 22b     ||   404.25 |   469.93 |  +16%  ||     1.27 |     1.22 |   -4%  |  0.0219 |
 | 22c     ||   678.31 |   687.47 |   +1%  ||     1.27 |     1.22 |   -4%  |  0.7918 |
-| 22d     ||   883.26 |   961.51 |   +9%  ||     1.27 |     1.22 |   -4%  |  0.0358 |
+| 23a     ||   164.24 |   140.23 |  -15%  ||     1.27 |     1.22 |   -4%  |  0.0970 |
+| 23b     ||   145.36 |   124.87 |  -14%  ||     1.27 |     1.22 |   -4%  |  0.1210 |
-| 23c     ||   148.94 |   169.38 |  +14%  ||     1.27 |     1.22 |   -4%  |  0.2239 |
 | 24a     ||   401.41 |   414.16 |   +3%  ||     1.27 |     1.22 |   -4%  |  0.6440 |
 | 24b     ||   322.35 |   331.44 |   +3%  ||     1.27 |     1.22 |   -4%  |  0.7274 |
-| 25a     ||   385.02 |   420.24 |   +9%  ||     1.27 |     1.22 |   -4%  |  0.1969 |
 | 25b     ||   253.15 |   258.00 |   +2%  ||     1.27 |     1.22 |   -4%  |  0.8465 |
-| 25c     ||   855.29 |   928.69 |   +9%  ||     1.27 |     1.22 |   -4%  |  0.0411 |
-| 26a     ||   375.03 |   403.65 |   +8%  ||     1.27 |     1.22 |   -4%  |  0.1907 |
 | 26b     ||   236.94 |   244.16 |   +3%  ||     1.27 |     1.22 |   -4%  |  0.6845 |
 | 26c     ||   603.41 |   622.69 |   +3%  ||     1.27 |     1.22 |   -4%  |  0.4690 |
-| 27a     ||   154.39 |   168.63 |   +9%  ||     1.27 |     1.22 |   -4%  |  0.3708 |
-| 27b     ||   134.37 |   149.71 |  +11%  ||     1.27 |     1.22 |   -4%  |  0.2871 |
-| 27c     ||   194.41 |   206.01 |   +6%  ||     1.27 |     1.22 |   -4%  |  0.5845 |
 | 28a     ||   633.80 |   655.90 |   +3%  ||     1.27 |     1.22 |   -4%  |  0.4417 |
-| 28b     ||   218.80 |   264.71 |  +21%  ||     1.27 |     1.22 |   -4%  |  0.0395 |
 | 28c     ||   633.78 |   636.22 |   +0%  ||     1.27 |     1.22 |   -4%  |  0.9366 |
 | 29a     ||   285.80 |   283.20 |   -1%  ||     1.27 |     1.22 |   -4%  |  0.9028 |
 | 29b     ||   347.78 |   360.37 |   +4%  ||     1.27 |     1.22 |   -4%  |  0.5964 |
-| 29c     ||   328.50 |   365.48 |  +11%  ||     1.27 |     1.22 |   -4%  |  0.1343 |
-| 2a      ||   124.43 |   130.10 |   +5%  ||     1.27 |     1.22 |   -4%  |  0.6549 |
-| 2b      ||   116.53 |   124.67 |   +7%  ||     1.27 |     1.22 |   -4%  |  0.5174 |
+| 2c      ||   111.22 |    92.83 |  -17%  ||     1.27 |     1.22 |   -4%  |  0.2044 |
 | 2d      ||   203.73 |   204.79 |   +1%  ||     1.27 |     1.22 |   -4%  |  0.9384 |
 | 30a     ||   338.00 |   335.22 |   -1%  ||     1.27 |     1.22 |   -4%  |  0.9069 |
-| 30b     ||   330.72 |   378.55 |  +14%  ||     1.27 |     1.22 |   -4%  |  0.0734 |
-| 30c     ||   613.69 |   649.05 |   +6%  ||     1.27 |     1.22 |   -4%  |  0.2582 |
 | 31a     ||   293.71 |   281.06 |   -4%  ||     1.27 |     1.22 |   -4%  |  0.5844 |
 | 31b     ||   257.85 |   250.37 |   -3%  ||     1.27 |     1.22 |   -4%  |  0.7356 |
-| 31c     ||   335.31 |   359.21 |   +7%  ||     1.27 |     1.22 |   -4%  |  0.4026 |
+| 32a     ||    45.41 |    36.33 |  -20%  ||     1.27 |     1.22 |   -4%  |  0.1368 |
+| 32b     ||   161.66 |   138.54 |  -14%  ||     1.27 |     1.22 |   -4%  |  0.0779 |
+| 33a     ||   126.21 |   107.00 |  -15%  ||     1.27 |     1.22 |   -4%  |  0.2326 |
-| 33b     ||    88.15 |   100.94 |  +15%  ||     1.27 |     1.22 |   -4%  |  0.3642 |
+| 33c     ||   153.69 |   126.63 |  -18%  ||     1.27 |     1.22 |   -4%  |  0.0478 |
 | 3a      ||   277.32 |   279.12 |   +1%  ||     1.27 |     1.22 |   -4%  |  0.9367 |
 | 3b      ||    75.93 |    72.57 |   -4%  ||     1.27 |     1.22 |   -4%  |  0.7785 |
-| 3c      ||   446.32 |   489.51 |  +10%  ||     1.27 |     1.22 |   -4%  |  0.1424 |
 | 4a      ||   278.22 |   285.43 |   +3%  ||     1.27 |     1.22 |   -4%  |  0.7254 |
 | 4b      ||    64.12 |    66.05 |   +3%  ||     1.27 |     1.22 |   -4%  |  0.8614 |
 | 4c      ||   325.71 |   332.24 |   +2%  ||     1.27 |     1.22 |   -4%  |  0.7750 |
 | 5a      ||   232.98 |   229.43 |   -2%  ||     1.27 |     1.22 |   -4%  |  0.8646 |
-| 5b      ||   157.51 |   167.58 |   +6%  ||     1.27 |     1.22 |   -4%  |  0.5671 |
-| 5c      ||   334.90 |   362.31 |   +8%  ||     1.27 |     1.22 |   -4%  |  0.3012 |
-| 6a      ||   130.76 |   148.83 |  +14%  ||     1.27 |     1.22 |   -4%  |  0.2099 |
 | 6b      ||   197.67 |   189.00 |   -4%  ||     1.27 |     1.22 |   -4%  |  0.5561 |
-| 6c      ||   115.96 |   132.90 |  +15%  ||     1.27 |     1.22 |   -4%  |  0.2668 |
 | 6d      ||   547.91 |   566.58 |   +3%  ||     1.27 |     1.22 |   -4%  |  0.4876 |
-| 6e      ||   126.10 |   152.30 |  +21%  ||     1.27 |     1.22 |   -4%  |  0.1277 |
 | 6f      ||  1204.33 |  1231.35 |   +2%  ||     1.27 |     1.22 |   -4%  |  0.3923 |
+| 7a      ||   179.53 |   166.76 |   -7%  ||     1.27 |     1.22 |   -4%  |  0.5034 |
-| 7b      ||   138.76 |   153.38 |  +11%  ||     1.27 |     1.22 |   -4%  |  0.2859 |
 | 7c      ||   996.08 |  1010.61 |   +1%  ||     1.27 |     1.22 |   -4%  |  0.6435 |
 | 8a      ||   192.05 |   186.31 |   -3%  ||     1.27 |     1.22 |   -4%  |  0.7454 |
-| 8b      ||   139.82 |   151.41 |   +8%  ||     1.27 |     1.22 |   -4%  |  0.5228 |
 | 8c      ||  2238.74 |  2321.59 |   +4%  ||     1.27 |     1.22 |   -4%  |  0.0400 |
 | 8d      ||   892.44 |   861.89 |   -3%  ||     1.27 |     1.22 |   -4%  |  0.2748 |
-| 9a      ||   627.14 |   656.75 |   +5%  ||     1.27 |     1.22 |   -4%  |  0.3263 |
 | 9b      ||   345.10 |   348.06 |   +1%  ||     1.27 |     1.22 |   -4%  |  0.8814 |
-| 9c      ||   742.47 |   814.29 |  +10%  ||     1.27 |     1.22 |   -4%  |  0.0416 |
 | 9d      ||  1088.04 |  1098.07 |   +1%  ||     1.27 |     1.22 |   -4%  |  0.7617 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 50164.83 | 52230.29 |   +4%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   -4%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkStarSchema - single-threaded

Sum of avg. item runtimes: -8% || Geometric mean of throughput changes: +14%
Configuration Overview - click to expand
 +Configuration Overview---+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_2f72cba186290ca85834639abc0ef6c44b272856_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_bb1319be18bfe505d05247307f454accd4e27f5d_st.json |
 +-------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                                     | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                                     |
 |  benchmark_mode         | Ordered                                                                                                            | Ordered                                                                                                            |
 |  build_type             | release                                                                                                            | release                                                                                                            |
 |  chunk_indexes          | False                                                                                                              | False                                                                                                              |
 |  chunk_size             | 65535                                                                                                              | 65535                                                                                                              |
 |  clients                | 1                                                                                                                  | 1                                                                                                                  |
 |  compiler               | clang 18.1.3                                                                                                       | clang 18.1.3                                                                                                       |
 |  cores                  | 0                                                                                                                  | 0                                                                                                                  |
 |  data_preparation_cores | 0                                                                                                                  | 0                                                                                                                  |
 |  date                   | 2025-06-08 09:15:30                                                                                                | 2025-06-08 00:00:50                                                                                                |
 |  encoding               | None                                                                                                               | None                                                                                                               |
 |  max_duration           | 60000000000                                                                                                        | 60000000000                                                                                                        |
 |  max_runs               | 50                                                                                                                 | 50                                                                                                                 |
 |  scale_factor           | 10.0                                                                                                               | 10.0                                                                                                               |
 |  time_unit              | ns                                                                                                                 | ns                                                                                                                 |
 |  using_scheduler        | False                                                                                                              | False                                                                                                              |
 |  verify                 | False                                                                                                              | False                                                                                                              |
 |  warmup_duration        | 1000000000                                                                                                         | 1000000000                                                                                                         |
 +-------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |     new |        ||      old |      new |        |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
+| 1.1     ||   600.06 |  412.23 |  -31%˄ ||     1.67 |     2.43 |  +46%˄ | (run time too short) |
+| 1.2     ||   652.42 |  230.64 |  -65%˄ ||     1.53 |     4.34 | +183%˄ | (run time too short) |
+| 1.3     ||   657.15 |  220.58 |  -66%˄ ||     1.52 |     4.53 | +198%˄ | (run time too short) |
-| 2.1     ||   411.96 |  517.62 |  +26%˄ ||     2.43 |     1.93 |  -20%˄ | (run time too short) |
-| 2.2     ||   208.45 |  282.06 |  +35%˄ ||     4.80 |     3.55 |  -26%˄ | (run time too short) |
-| 2.3     ||   123.18 |  178.54 |  +45%˄ ||     8.12 |     5.60 |  -31%˄ | (run time too short) |
 | 3.1     ||  2646.51 | 2632.20 |   -1%  ||     0.37 |     0.37 |   +0%  | (run time too short) |
 | 3.2     ||   266.16 |  277.59 |   +4%˄ ||     3.76 |     3.60 |   -4%˄ | (run time too short) |
+| 3.3     ||   127.31 |  114.87 |  -10%˄ ||     7.85 |     8.71 |  +11%˄ | (run time too short) |
+| 3.4     ||   124.55 |  108.69 |  -13%˄ ||     8.03 |     9.20 |  +15%˄ | (run time too short) |
-| 4.1     ||  2341.40 | 2466.56 |   +5%  ||     0.42 |     0.40 |   -4%  | (run time too short) |
 | 4.2     ||   746.20 |  773.97 |   +4%˄ ||     1.34 |     1.29 |   -4%˄ | (run time too short) |
 | 4.3     ||   212.05 |  209.22 |   -1%˄ ||     4.72 |     4.78 |   +1%˄ | (run time too short) |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
+| Sum     ||  9117.39 | 8424.78 |   -8%  ||          |          |        |                      |
+| Geomean ||          |         |        ||          |          |  +14%  |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                        |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: -2% || Geometric mean of throughput changes: +9%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_2f72cba186290ca85834639abc0ef6c44b272856_mt_ordered.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_bb1319be18bfe505d05247307f454accd4e27f5d_mt_ordered.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                                             | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                                             |
 |  benchmark_mode               | Ordered                                                                                                                    | Ordered                                                                                                                    |
 |  build_type                   | release                                                                                                                    | release                                                                                                                    |
 |  chunk_indexes                | False                                                                                                                      | False                                                                                                                      |
 |  chunk_size                   | 65535                                                                                                                      | 65535                                                                                                                      |
 |  clients                      | 1                                                                                                                          | 1                                                                                                                          |
 |  compiler                     | clang 18.1.3                                                                                                               | clang 18.1.3                                                                                                               |
 |  cores                        | 64                                                                                                                         | 64                                                                                                                         |
 |  data_preparation_cores       | 0                                                                                                                          | 0                                                                                                                          |
 |  date                         | 2025-06-08 09:21:37                                                                                                        | 2025-06-08 00:06:15                                                                                                        |
 |  encoding                     | None                                                                                                                       | None                                                                                                                       |
 |  max_duration                 | 60000000000                                                                                                                | 60000000000                                                                                                                |
 |  max_runs                     | 50                                                                                                                         | 50                                                                                                                         |
 |  scale_factor                 | 10.0                                                                                                                       | 10.0                                                                                                                       |
 |  time_unit                    | ns                                                                                                                         | ns                                                                                                                         |
 |  using_scheduler              | True                                                                                                                       | True                                                                                                                       |
 |  utilized_cores_per_numa_node | [64]                                                                                                                       | [64]                                                                                                                       |
 |  verify                       | False                                                                                                                      | False                                                                                                                      |
 |  warmup_duration              | 1000000000                                                                                                                 | 1000000000                                                                                                                 |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |     new |        ||      old |      new |        |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
+| 1.1     ||   164.39 |  128.98 |  -22%˄ ||     6.08 |     7.75 |  +27%˄ | (run time too short) |
+| 1.2     ||   164.05 |   85.44 |  -48%˄ ||     6.09 |    11.70 |  +92%˄ | (run time too short) |
+| 1.3     ||   162.01 |   83.39 |  -49%˄ ||     6.17 |    11.99 |  +94%˄ | (run time too short) |
-| 2.1     ||   305.14 |  327.76 |   +7%˄ ||     3.28 |     3.05 |   -7%˄ | (run time too short) |
-| 2.2     ||   148.74 |  159.16 |   +7%˄ ||     6.72 |     6.28 |   -7%˄ | (run time too short) |
-| 2.3     ||    52.44 |   63.41 |  +21%˄ ||    19.05 |    15.76 |  -17%˄ | (run time too short) |
-| 3.1     ||   748.71 |  805.53 |   +8%˄ ||     1.34 |     1.24 |   -7%˄ | (run time too short) |
-| 3.2     ||   141.68 |  149.21 |   +5%˄ ||     7.06 |     6.70 |   -5%˄ | (run time too short) |
 | 3.3     ||    77.54 |   77.06 |   -1%˄ ||    12.89 |    12.97 |   +1%˄ | (run time too short) |
 | 3.4     ||    71.72 |   69.63 |   -3%˄ ||    13.94 |    14.35 |   +3%˄ | (run time too short) |
 | 4.1     ||   824.43 |  859.83 |   +4%˄ ||     1.21 |     1.16 |   -4%˄ | (run time too short) |
 | 4.2     ||   349.17 |  350.12 |   +0%˄ ||     2.86 |     2.86 |   -0%˄ | (run time too short) |
 | 4.3     ||   113.33 |  110.22 |   -3%˄ ||     8.82 |     9.07 |   +3%˄ | (run time too short) |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum     ||  3323.36 | 3269.74 |   -2%  ||          |          |        |                      |
+| Geomean ||          |         |        ||          |          |   +9%  |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                        |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: +5% || Geometric mean of throughput changes: -5%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_2f72cba186290ca85834639abc0ef6c44b272856_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_bb1319be18bfe505d05247307f454accd4e27f5d_mt.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 2f72cba186290ca85834639abc0ef6c44b272856-dirty                                                                     | bb1319be18bfe505d05247307f454accd4e27f5d-dirty                                                                     |
 |  benchmark_mode               | Shuffled                                                                                                           | Shuffled                                                                                                           |
 |  build_type                   | release                                                                                                            | release                                                                                                            |
 |  chunk_indexes                | False                                                                                                              | False                                                                                                              |
 |  chunk_size                   | 65535                                                                                                              | 65535              
AF2E
                                                                                                |
 |  clients                      | 64                                                                                                                 | 64                                                                                                                 |
 |  compiler                     | clang 18.1.3                                                                                                       | clang 18.1.3                                                                                                       |
 |  cores                        | 64                                                                                                                 | 64                                                                                                                 |
 |  data_preparation_cores       | 0                                                                                                                  | 0                                                                                                                  |
 |  date                         | 2025-06-08 09:25:01                                                                                                | 2025-06-08 00:09:29                                                                                                |
 |  encoding                     | None                                                                                                               | None                                                                                                               |
 |  max_duration                 | 1200000000000                                                                                                      | 1200000000000                                                                                                      |
 |  max_runs                     | -1                                                                                                                 | -1                                                                                                                 |
 |  scale_factor                 | 10.0                                                                                                               | 10.0                                                                                                               |
 |  time_unit                    | ns                                                                                                                 | ns                                                                                                                 |
 |  using_scheduler              | True                                                                                                               | True                                                                                                               |
 |  utilized_cores_per_numa_node | [64]                                                                                                               | [64]                                                                                                               |
 |  verify                       | False                                                                                                              | False                                                                                                              |
 |  warmup_duration              | 0                                                                                                                  | 0                                                                                                                  |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| 1.1     ||   892.35 |   830.99 |   -7%  ||     3.94 |     3.74 |   -5%  |  0.0018 |
+| 1.2     ||   540.67 |   464.03 |  -14%  ||     3.95 |     3.74 |   -5%  |  0.0000 |
+| 1.3     ||   545.56 |   413.57 |  -24%  ||     3.95 |     3.74 |   -5%  |  0.0000 |
-| 2.1     ||  1906.59 |  2083.07 |   +9%  ||     3.94 |     3.74 |   -5%  |  0.0000 |
-| 2.2     ||   927.58 |  1060.60 |  +14%  ||     3.94 |     3.74 |   -5%  |  0.0000 |
-| 2.3     ||   299.49 |   366.36 |  +22%  ||     3.95 |     3.74 |   -5%  |  0.0000 |
-| 3.1     ||  3171.10 |  3250.93 |   +3%  ||     3.94 |     3.74 |   -5%  |  0.0127 |
-| 3.2     ||   889.23 |  1001.48 |  +13%  ||     3.94 |     3.74 |   -5%  |  0.0000 |
-| 3.3     ||   454.34 |   474.97 |   +5%  ||     3.94 |     3.74 |   -5%  |  0.1825 |
-| 3.4     ||   433.25 |   478.23 |  +10%  ||     3.94 |     3.75 |   -5%  |  0.0040 |
-| 4.1     ||  3098.09 |  3360.17 |   +8%  ||     3.94 |     3.73 |   -5%  |  0.0000 |
-| 4.2     ||  2349.66 |  2515.50 |   +7%  ||     3.94 |     3.74 |   -5%  |  0.0000 |
-| 4.3     ||   695.78 |   759.39 |   +9%  ||     3.94 |     3.74 |   -5%  |  0.0014 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
-| Sum     || 16203.70 | 17059.30 |   +5%  ||          |          |        |         |
-| Geomean ||          |          |        ||          |          |   -5%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

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