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Paraschos Koutris
Paris Koutris
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- affiliation: University of Wisconsin, Madison, WI, USA
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Books and Theses
- 2015
- [b1]Paraschos Koutris:
Query Processing for Massively Parallel Systems. University of Washington, USA, 2015
Journal Articles
- 2024
- [j30]Hangdong Zhao
, Austen Z. Fan
Conjunctive Queries with Negation and Aggregation: A Linear Time Characterization. Proc. ACM Manag. Data 2(2): 75 (2024) - [j29]Paraschos Koutris
Consistent Query Answering for Primary Keys on Rooted Tree Queries. Proc. ACM Manag. Data 2(2): 76 (2024) - [j28]Austen Z. Fan
Tight Bounds of Circuits for Sum-Product Queries. Proc. ACM Manag. Data 2(2): 87 (2024) - [j27]Hangdong Zhao
Evaluating Datalog over Semirings: A Grounding-based Approach. Proc. ACM Manag. Data 2(2): 90 (2024) - [j26]Xiao Hu
Topology-aware Parallel Joins. Proc. ACM Manag. Data 2(2): 97 (2024) - [j25]Shaleen Deep, Hangdong Zhao, Austen Z. Fan, Paraschos Koutris:
Output-sensitive Conjunctive Query Evaluation. Proc. ACM Manag. Data 2(5): 220:1-220:24 (2024) - 2023
- [j24]Zhiwei Fan
LinCQA: Faster Consistent Query Answering with Linear Time Guarantees. Proc. ACM Manag. Data 1(1): 38:1-38:25 (2023) - [j23]Paraschos Koutris
The Fine-Grained Complexity of CFL Reachability. Proc. ACM Program. Lang. 7(POPL): 1713-1739 (2023) - 2022
- [j22]Shaleen Deep, Anja Gruenheid, Paraschos Koutris, Stratis Viglas, Jeffrey F. Naughton:
Comprehensive and Efficient Workload Summarization. Datenbank-Spektrum 22(3): 249-256 (2022) - [j21]Bas Ketsman
Modern Datalog Engines. Found. Trends Databases 12(1): 1-68 (2022) - [j20]Shaleen Deep, Xiao Hu, Paraschos Koutris:
Ranked Enumeration of Join Queries with Projections. Proc. VLDB Endow. 15(5): 1024-1037 (2022) - 2021
- [j19]Paraschos Koutris, Jef Wijsen:
Consistent Query Answering for Primary Keys in Datalog. Theory Comput. Syst. 65(1): 122-178 (2021) - 2020
- [j18]Bas Ketsman
Distribution Policies for Datalog. Theory Comput. Syst. 64(5): 965-998 (2020) - [j17]Shaleen Deep, Anja Gruenheid, Paraschos Koutris, Jeffrey F. Naughton, Stratis Viglas:
Comprehensive and Efficient Workload Compression. Proc. VLDB Endow. 14(3): 418-430 (2020) - 2019
- [j16]Zhiwei Fan, Jianqiao Zhu, Zuyu Zhang, Aws Albarghouthi, Paraschos Koutris, Jignesh M. Patel:
Scaling-Up In-Memory Datalog Processing: Observations and Techniques. Proc. VLDB Endow. 12(6): 695-708 (2019) - [j15]Shuchi Chawla, Shaleen Deep, Paraschos Koutris, Yifeng Teng:
Revenue Maximization for Query Pricing. Proc. VLDB Endow. 13(1): 1-14 (2019) - 2018
- [j14]Paraschos Koutris, Semih Salihoglu, Dan Suciu
Algorithmic Aspects of Parallel Data Processing. Found. Trends Databases 8(4): 239-370 (2018) - 2017
- [j13]Paul Beame
Communication Steps for Parallel Query Processing. J. ACM 64(6): 40:1-40:58 (2017) - [j12]Sushanta Karmakar, Paraschos Koutris, Aris Pagourtzis
Energy-efficient broadcasting in ad hoc wireless networks. J. Discrete Algorithms 42: 2-13 (2017) - [j11]Paraschos Koutris, Tova Milo, Sudeepa Roy, Dan Suciu
Answering Conjunctive Queries with Inequalities. Theory Comput. Syst. 61(1): 2-30 (2017) - [j10]Shaleen Deep, Paris Koutris, Yash Bidasaria:
QIRANA Demonstration: Real time Scalable Query Pricing. Proc. VLDB Endow. 10(12): 1949-1952 (2017) - [j9]Foto N. Afrati, Jan Hidders, Paraschos Koutris, Jacek Sroka, Jeffrey D. Ullman:
Report from the Fourth Workshop on Algorithms andSystems for MapReduce and Beyond (BeyondMR '17). SIGMOD Rec. 46(4): 44-48 (2017) - [j8]Paraschos Koutris, Jef Wijsen
Consistent Query Answering for Self-Join-Free Conjunctive Queries Under Primary Key Constraints. ACM Trans. Database Syst. 42(2): 9:1-9:45 (2017) - 2016
- [j7]Xu Chu, Ihab F. Ilyas, Paraschos Koutris:
Distributed Data Deduplication. Proc. VLDB Endow. 9(11): 864-875 (2016) - [j6]Paraschos Koutris, Jef Wijsen:
Consistent Query Answering for Primary Keys. SIGMOD Rec. 45(1): 15-22 (2016) - [j5]Paraschos Koutris, Dan Suciu
A Guide to Formal Analysis of Join Processing in Massively Parallel Systems. SIGMOD Rec. 45(4): 18-27 (2016) - 2015
- [j4]Paraschos Koutris, Prasang Upadhyaya, Magdalena Balazinska, Bill Howe
Query-Based Data Pricing. J. ACM 62(5): 43:1-43:44 (2015) - [j3]Foto N. Afrati, Paraschos Koutris, Dan Suciu
Parallel Skyline Queries. Theory Comput. Syst. 57(4): 1008-1037 (2015) - 2014
- [j2]Dimitris Fotakis
Online Sum-Radii Clustering. Theor. Comput. Sci. 540: 27-39 (2014) - 2012
- [j1]Paraschos Koutris, Prasang Upadhyaya, Magdalena Balazinska, Bill Howe
QueryMarket Demonstration: Pricing for Online Data Markets. Proc. VLDB Endow. 5(12): 1962-1965 (2012)
Conference and Workshop Papers
- 2024
- [c54]Yifei Yang, Hangdong Zhao, Xiangyao Yu, Paraschos Koutris:
Predicate Transfer: Efficient Pre-Filtering on Multi-Join Queries. CIDR 2024 - [c53]Hangdong Zhao, Paraschos Koutris, Shaleen Deep:
Evaluating Datalog via Structure-Aware Rewriting. Datalog 2024: 48-53 - [c52]Song Bian, Xiating Ouyang, Zhiwei Fan, Paraschos Koutris:
Naive Bayes Classifiers over Missing Data: Decision and Poisoning. ICML 2024 - 2023
- [c51]Austen Z. Fan, Paraschos Koutris, Hangdong Zhao:
The Fine-Grained Complexity of Boolean Conjunctive Queries and Sum-Product Problems. ICALP 2023: 127:1-127:20 - [c50]Hangdong Zhao
Space-Time Tradeoffs for Conjunctive Queries with Access Patterns. PODS 2023: 59-68 - [c49]Shaleen Deep, Xiao Hu, Paraschos Koutris:
General Space-Time Tradeoffs via Relational Queries. WADS 2023: 309-325 - 2022
- [c48]Zhiwei Fan, Sunil Mallireddy, Paraschos Koutris:
Towards Better Understanding of the Performance and Design of Datalog Systems. Datalog 2022: 166-180 - [c47]Bruhathi Sundarmurthy, Harshad Deshmukh, Paris Koutris, Jeffrey F. Naughton:
Salvaging failing and straggling queries. ICDE 2022: 1382-1395 - [c46]Austen Z. Fan, Paraschos Koutris:
Certifiable Robustness for Nearest Neighbor Classifiers. ICDT 2022: 6:1-6:20 - [c45]Youmin Chen, Xiangyao Yu, Paraschos Koutris, Andrea C. Arpaci-Dusseau
Plor: General Transactions with Predictable, Low Tail Latency. SIGMOD Conference 2022: 19-33 - 2021
- [c44]Shaleen Deep, Paraschos Koutris:
Ranked Enumeration of Conjunctive Query Results. ICDT 2021: 5:1-5:19 - [c43]Shaleen Deep, Xiao Hu, Paraschos Koutris:
Enumeration Algorithms for Conjunctive Queries with Projection. ICDT 2021: 14:1-14:17 - [c42]Bruhathi Sundarmurthy, Paraschos Koutris, Jeffrey F. Naughton:
Locality-Aware Distribution Schemes. ICDT 2021: 22:1-22:25 - [c41]Xiao Hu, Paraschos Koutris, Spyros Blanas:
Algorithms for a Topology-aware Massively Parallel Computation Model. PODS 2021: 199-214 - [c40]Paraschos Koutris, Xiating Ouyang
Consistent Query Answering for Primary Keys on Path Queries. PODS 2021: 215-232 - 2020
- [c39]Spyros Blanas, Paraschos Koutris, Anastasios Sidiropoulos:
Topology-aware Parallel Data Processing: Models, Algorithms and Systems at Scale. CIDR 2020 - [c38]Haojun Zhang, Chengliang Chai, AnHai Doan, Paris Koutris, Esteban Arcaute:
Manually Detecting Errors for Data Cleaning Using Adaptive Crowdsourcing Strategies. EDBT 2020: 311-322 - [c37]Paraschos Koutris, Jef Wijsen:
First-Order Rewritability in Consistent Query Answering with Respect to Multiple Keys. PODS 2020: 113-129 - [c36]Zhiwei Fan, Rathijit Sen, Paraschos Koutris, Aws Albarghouthi:
Automated tuning of query degree of parallelism via machine learning. aiDM@SIGMOD 2020: 2:1-2:4 - [c35]Shaleen Deep, Xiao Hu, Paraschos Koutris:
Fast Join Project Query Evaluation using Matrix Multiplication. SIGMOD Conference 2020: 1213-1223 - 2019
- [c34]Paraschos Koutris, Jef Wijsen:
Consistent Query Answering for Primary Keys in Logspace. ICDT 2019: 23:1-23:19 - [c33]Mikhail Yurochkin, Zhiwei Fan, Aritra Guha, Paraschos Koutris, XuanLong Nguyen:
Scalable inference of topic evolution via models for latent geometric structures. NeurIPS 2019: 5949-5959 - [c32]Lingjiao Chen, Paraschos Koutris, Arun Kumar:
Towards Model-based Pricing for Machine Learning in a Data Marketplace. SIGMOD Conference 2019: 1535-1552 - [c31]Lingjiao Chen, Hongyi Wang, Leshang Chen, Paraschos Koutris, Arun Kumar:
Demonstration of Nimbus: Model-based Pricing for Machine Learning in a Data Marketplace. SIGMOD Conference 2019: 1885-1888 - 2018
- [c30]Bas Ketsman
Distribution Policies for Datalog. ICDT 2018: 17:1-17:22 - [c29]Lingjiao Chen, Hongyi Wang, Jinman Zhao, Dimitris S. Papailiopoulos, Paraschos Koutris:
The Effect of Network Width on the Performance of Large-batch Training. NeurIPS 2018: 9322-9332 - [c28]Paraschos Koutris, Jef Wijsen
Consistent Query Answering for Primary Keys and Conjunctive Queries with Negated Atoms. PODS 2018: 209-224 - [c27]Shaleen Deep, Paraschos Koutris:
Compressed Representations of Conjunctive Query Results. PODS 2018: 307-322 - [c26]Bruhathi Sundarmurthy, Paraschos Koutris, Jeffrey F. Naughton:
Exploiting Data Partitioning To Provide Approximate Results. BeyondMR@SIGMOD 2018: 5:1-5:5 - [c25]Paris Koutris, Semih Salihoglu, Dan Suciu
Algorithmic Aspects of Parallel Query Processing. SIGMOD Conference 2018: 1659-1664 - [c24]Xujie Si, Woosuk Lee, Richard Zhang, Aws Albarghouthi, Paraschos Koutris, Mayur Naik:
Syntax-guided synthesis of Datalog programs. ESEC/SIGSOFT FSE 2018: 515-527 - 2017
- [c23]Aws Albarghouthi, Paraschos Koutris, Mayur Naik, Calvin Smith:
Constraint-Based Synthesis of Datalog Programs. CP 2017: 689-706 - [c22]Shaleen Deep, Paraschos Koutris:
The Design of Arbitrage-Free Data Pricing Schemes. ICDT 2017: 12:1-12:18 - [c21]Bruhathi Sundarmurthy, Paraschos Koutris, Willis Lang, Jeffrey F. Naughton, Val Tannen:
m-tables: Representing Missing Data. ICDT 2017: 21:1-21:20 - [c20]Lingjiao Chen, Paraschos Koutris, Arun Kumar:
Model-based Pricing: Do Not Pay for More than What You Learn! DEEM@SIGMOD 2017: 1:1-1:4 - [c19]Shaleen Deep, Paraschos Koutris:
QIRANA: A Framework for Scalable Query Pricing. SIGMOD Conference 2017: 699-713 - 2016
- [c18]Paraschos Koutris, Paul Beame, Dan Suciu
Worst-Case Optimal Algorithms for Parallel Query Processing. ICDT 2016: 8:1-8:18 - [c17]Paraschos Koutris, Nivetha Singara Vadivelu:
Deterministic load balancing for parallel joins. BeyondMR@SIGMOD 2016: 10 - 2015
- [c16]Paraschos Koutris, Tova Milo, Sudeepa Roy, Dan Suciu
Answering Conjunctive Queries with Inequalities. ICDT 2015: 76-93 - [c15]Paraschos Koutris, Jef Wijsen
The Data Complexity of Consistent Query Answering for Self-Join-Free Conjunctive Queries Under Primary Key Constraints. PODS 2015: 17-29 - 2014
- [c14]Paraschos Koutris, Dan Suciu:
A Dichotomy on the Complexity of Consistent Query Answering for Atoms with Simple Keys. ICDT 2014: 165-176 - [c13]Paul Beame
Skew in parallel query processing. PODS 2014: 212-223 - [c12]Daniel Halperin
Demonstration of the Myria big data management service. SIGMOD Conference 2014: 881-884 - 2013
- [c11]Magdalena Balazinska, Bill Howe, Paraschos Koutris, Dan Suciu
A Discussion on Pricing Relational Data. In Search of Elegance in the Theory and Practice of Computation 2013: 167-173 - [c10]Paul Beame
Communication steps for parallel query processing. PODS 2013: 273-284 - [c9]Paraschos Koutris, Prasang Upadhyaya, Magdalena Balazinska, Bill Howe
Toward practical query pricing with QueryMarket. SIGMOD Conference 2013: 613-624 - 2012
- [c8]Marianne Shaw, Paraschos Koutris, Bill Howe
Optimizing Large-Scale Semi-Naïve Datalog Evaluation in Hadoop. Datalog 2012: 165-176 - [c7]Foto N. Afrati, Paraschos Koutris, Dan Suciu
Parallel skyline queries. ICDT 2012: 274-284 - [c6]Dimitris Fotakis
Online Sum-Radii Clustering. MFCS 2012: 395-406 - [c5]Paraschos Koutris, Prasang Upadhyaya, Magdalena Balazinska, Bill Howe
Query-based data pricing. PODS 2012: 167-178 - 2011
- [c4]Paraschos Koutris, Aris Pagourtzis:
Oblivious k-shot Broadcasting in Ad Hoc Radio Networks. CATS 2011: 161-168 - [c3]Paraschos Koutris, Dan Suciu
Parallel evaluation of conjunctive queries. PODS 2011: 223-234 - [c2]Bill Howe
Database-as-a-Service for Long-Tail Science. SSDBM 2011: 480-489 - 2010
- [c1]Paraschos Koutris, Aris Pagourtzis
Brief announcement: k-shot distributed broadcasting in radio networks. PODC 2010: 77-78
Informal and Other Publications
- 2024
- [i38]Hangdong Zhao, Shaleen Deep, Paraschos Koutris, Sudeepa Roy, Val Tannen:
Evaluating Datalog over Semirings: A Grounding-based Approach. CoRR abs/2403.12436 (2024) - [i37]Shaleen Deep, Hangdong Zhao, Austen Z. Fan, Paraschos Koutris:
Output-sensitive Conjunctive Query Evaluation. CoRR abs/2406.07847 (2024) - 2023
- [i36]Song Bian, Xiating Ouyang, Zhiwei Fan, Paraschos Koutris:
Certifiable Robustness for Naive Bayes Classifiers. CoRR abs/2303.04811 (2023) - [i35]Hangdong Zhao, Shaleen Deep, Paraschos Koutris:
Space-Time Tradeoffs for Conjunctive Queries with Access Patterns. CoRR abs/2304.06221 (2023) - [i34]Austen Z. Fan, Paraschos Koutris, Hangdong Zhao:
The Fine-Grained Complexity of Boolean Conjunctive Queries and Sum-Product Problems. CoRR abs/2304.14557 (2023) - [i33]Yifei Yang, Hangdong Zhao, Xiangyao Yu, Paraschos Koutris:
Predicate Transfer: Efficient Pre-Filtering on Multi-Join Queries. CoRR abs/2307.15255 (2023) - [i32]Paraschos Koutris, Shaleen Deep:
The Fine-Grained Complexity of CFL Reachability. CoRR abs/2308.09284 (2023) - [i31]Paraschos Koutris, Xiating Ouyang, Jef Wijsen:
Consistent Query Answering for Primary Keys on Path Queries. CoRR abs/2309.15270 (2023) - [i30]Hangdong Zhao, Austen Z. Fan, Xiating Ouyang, Paraschos Koutris:
Conjunctive Queries with Negation and Aggregation: A Linear Time Characterization. CoRR abs/2310.05385 (2023) - [i29]Paraschos Koutris, Xiating Ouyang, Jef Wijsen:
Consistent Query Answering for Primary Keys on Rooted Tree Queries. CoRR abs/2310.19642 (2023) - 2022
- [i28]Austen Z. Fan, Paraschos Koutris:
Certifiable Robustness for Nearest Neighbor Classifiers. CoRR abs/2201.04770 (2022) - [i27]Shaleen Deep, Xiao Hu, Paraschos Koutris:
Ranked Enumeration of Join Queries with Projections. CoRR abs/2201.05566 (2022) - [i26]Zhiwei Fan, Paraschos Koutris, Xiating Ouyang, Jef Wijsen:
LinCQA: Faster Consistent Query Answering with Linear Time Guarantees. CoRR abs/2208.12339 (2022) - 2021
- [i25]Shaleen Deep, Xiao Hu, Paraschos Koutris:
Enumeration Algorithms for Conjunctive Queries with Projection. CoRR abs/2101.03712 (2021) - [i24]Shaleen Deep, Xiao Hu, Paraschos Koutris:
Space-Time Tradeoffs for Answering Boolean Conjunctive Queries. CoRR abs/2109.10889 (2021) - 2020
- [i23]Bruhathi Sundarmurthy, Harshad Deshmukh, Paris Koutris, Jeffrey F. Naughton:
Providing Insights for Queries affected by Failures and Stragglers. CoRR abs/2002.01531 (2020) - [i22]Shaleen Deep, Xiao Hu, Paraschos Koutris:
Fast Join Project Query Evaluation using Matrix Multiplication. CoRR abs/2002.12459 (2020) - [i21]Zhiwei Fan, Rathijit Sen, Paraschos Koutris, Aws Albarghouthi:
A Comparative Exploration of ML Techniques for Tuning Query Degree of Parallelism. CoRR abs/2005.08439 (2020) - [i20]Xiao Hu, Paraschos Koutris, Spyros Blanas:
Algorithms for a Topology-aware Massively Parallel Computation Model. CoRR abs/2009.11463 (2020) - [i19]Shaleen Deep, Anja Gruenheid, Paraschos Koutris, Jeffrey F. Naughton, Stratis Viglas:
Comprehensive and Efficient Workload Compression. CoRR abs/2011.05549 (2020) - 2019
- [i18]Shaleen Deep, Paraschos Koutris:
Ranked Enumeration of Conjunctive Query Results. CoRR abs/1902.02698 (2019) - [i17]Shuchi Chawla, Shaleen Deep, Paraschos Koutris, Yifeng Teng:
Revenue Maximization for Query Pricing. CoRR abs/1909.00845 (2019) - 2018
- [i16]Lingjiao Chen, Paraschos Koutris, Arun Kumar:
Model-based Pricing for Machine Learning in a Data Marketplace. CoRR abs/1805.11450 (2018) - [i15]Lingjiao Chen, Hongyi Wang, Jinman Zhao, Dimitris S. Papailiopoulos, Paraschos Koutris:
The Effect of Network Width on the Performance of Large-batch Training. CoRR abs/1806.03791 (2018) - [i14]Mikhail Yurochkin, Zhiwei Fan, Aritra Guha, Paraschos Koutris, XuanLong Nguyen:
Streaming dynamic and distributed inference of latent geometric structures. CoRR abs/1809.08738 (2018) - [i13]Paraschos Koutris, Jef Wijsen:
Consistent Query Answering for Primary Keys in Logspace. CoRR abs/1810.03386 (2018) - [i12]Zhiwei Fan, Jianqiao Zhu, Zuyu Zhang, Aws Albarghouthi, Paraschos Koutris, Jignesh M. Patel:
Scaling-Up In-Memory Datalog Processing: Observations and Techniques. CoRR abs/1812.03975 (2018) - 2017
- [i11]Shaleen Deep, Paraschos Koutris:
Compressed Representations of Conjunctive Query Results. CoRR abs/1709.06186 (2017) - 2016
- [i10]Paul Beame, Paraschos Koutris, Dan Suciu:
Communication Cost in Parallel Query Processing. CoRR abs/1602.06236 (2016) - [i9]Sushanta Karmakar, Paraschos Koutris, Aris Pagourtzis, Dimitris Sakavalas:
k-shot Broadcasting in Ad Hoc Radio Networks. CoRR abs/1603.08393 (2016) - [i8]Paul Beame, Paraschos Koutris, Dan Suciu:
Worst-Case Optimal Algorithms for Parallel Query Processing. CoRR abs/1604.01848 (2016) - [i7]Shaleen Deep, Paraschos Koutris:
The Design of Arbitrage-Free Data Pricing Schemes. CoRR abs/1606.09376 (2016) - 2015
- [i6]Paraschos Koutris, Jef Wijsen:
A Trichotomy in the Data Complexity of Certain Query Answering for Conjunctive Queries. CoRR abs/1501.07864 (2015) - 2014
- [i5]Paul Beame, Paraschos Koutris, Dan Suciu:
Skew in Parallel Query Processing. CoRR abs/1401.1872 (2014) - [i4]Paraschos Koutris, Tova Milo, Sudeepa Roy, Dan Suciu:
Answering Conjunctive Queries with Inequalities. CoRR abs/1412.3869 (2014) - 2013
- [i3]Paul Beame, Paraschos Koutris, Dan Suciu:
Communication Steps for Parallel Query Processing. CoRR abs/1306.5972 (2013) - 2012
- [i2]Paraschos Koutris, Dan Suciu:
A Dichotomy on the Complexity of Consistent Query Answering for Atoms with Simple Keys. CoRR abs/1212.6636 (2012) - 2011
- [i1]Dimitris Fotakis, Paraschos Koutris:
Online Sum-Radii Clustering. CoRR abs/1109.5325 (2011)
Coauthor Index
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