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Florin Rusu
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2020 – today
- 2024
- [j16]Yesdaulet Izenov
, Asoke Datta
Sub-optimal Join Order Identification with L1-error. Proc. ACM Manag. Data 2(1): 17:1-17:24 (2024) - [j15]Brian Tsan
Approximate Sketches. Proc. ACM Manag. Data 2(1): 66:1-66:24 (2024) - [c29]Asoke Datta
Simpli-Squared: Optimizing Without Cardinality Estimates. SiMoD@SIGMOD 2024: 1 - [i19]Yesdaulet Izenov, Asoke Datta, Brian Tsan, Abylay Amanbayev, Florin Rusu:
Spanning Tree-based Query Plan Enumeration. CoRR abs/2403.04026 (2024) - 2023
- [j14]Florin Rusu:
Multidimensional Array Data Management. Found. Trends Databases 12(2-3): 69-220 (2023) - [i18]Asoke Datta, Brian Tsan, Yesdaulet Izenov
Analyzing Query Optimizer Performance in the Presence and Absence of Cardinality Estimates. CoRR abs/2311.17293 (2023) - 2022
- [c28]Yujing Ma, Florin Rusu, Kesheng Wu
Adaptive Optimization for Sparse Data on Heterogeneous GPUs. IPDPS Workshops 2022: 1088-1097 - 2021
- [c27]Yujing Ma, Florin Rusu, Kesheng Wu
Adaptive Stochastic Gradient Descent for Deep Learning on Heterogeneous CPU+GPU Architectures. IPDPS Workshops 2021: 6-15 - [c26]Yesdaulet Izenov
COMPASS: Online Sketch-based Query Optimization for In-Memory Databases. SIGMOD Conference 2021: 804-816 - [c25]Rafael S. Pereira, Yania Molina Souto, Anderson Chaves da Silva, Rocío Zorilla, Brian Tsan, Florin Rusu, Eduardo S. Ogasawara, Artur Ziviani, Fábio Porto:
DJEnsemble: a Cost-Based Selection and Allocation of a Disjoint Ensemble of Spatio-temporal Models. SSDBM 2021: 226-231 - [i17]Yesdaulet Izenov, Asoke Datta, Florin Rusu, Jun Hyung Shin:
Online Sketch-based Query Optimization. CoRR abs/2102.02440 (2021) - [i16]Yujing Ma, Florin Rusu, Kesheng Wu, Alexander Sim:
Adaptive Elastic Training for Sparse Deep Learning on Heterogeneous Multi-GPU Servers. CoRR abs/2110.07029 (2021) - [i15]Asoke Datta, Yesdaulet Izenov, Brian Tsan, Florin Rusu:
Simpli-Squared: A Very Simple Yet Unexpectedly Powerful Join Ordering Algorithm Without Cardinality Estimates. CoRR abs/2111.00163 (2021) - 2020
- [i14]Yujing Ma, Florin Rusu:
Heterogeneous CPU+GPU Stochastic Gradient Descent Algorithms. CoRR abs/2004.08771 (2020) - [i13]Yania Molina Souto, Rafael S. Pereira, Rocío Zorrilla, Anderson Chaves da Silva, Brian Tsan, Florin Rusu, Eduardo S. Ogasawara, Artur Ziviani, Fábio Porto:
DJEnsemble: On the Selection of a Disjoint Ensemble of Deep Learning Black-Box Spatio-temporal Models. CoRR abs/2005.11093 (2020)
2010 – 2019
- 2019
- [j13]Kesheng Wu
Special issue on scientific and statistical data management. Distributed Parallel Databases 37(1): 1-3 (2019) - [c24]Jun Hyung Shin, Florin Rusu, Alex Suhan:
Selectivity Computation for In-Memory Query Optimization. CIDR 2019 - [c23]Yujing Ma, Florin Rusu, Martin Torres:
Stochastic Gradient Descent on Modern Hardware: Multi-core CPU or GPU? Synchronous or Asynchronous? IPDPS 2019: 1063-1072 - [c22]Amar Saini, Florin Rusu, Andrew Johnston:
PrivateJobMatch: a privacy-oriented deferred multi-match recommender system for stable employment. RecSys 2019: 87-95 - [i12]Jun Hyung Shin, Florin Rusu, Alex Suhan:
Exact Selectivity Computation for Modern In-Memory Database Query Optimization. CoRR abs/1901.01488 (2019) - [i11]Florin Rusu, Zhiyi Huang:
In-Depth Benchmarking of Graph Database Systems with the Linked Data Benchmark Council (LDBC) Social Network Benchmark (SNB). CoRR abs/1907.07405 (2019) - 2018
- [j12]Weijie Zhao, Florin Rusu, Kesheng Wu, Peter Nugent:
Automatic identification and classification of Palomar Transient Factory astrophysical objects in GLADE. Int. J. Comput. Sci. Eng. 16(4): 337-349 (2018) - [c21]Weijie Zhao
Distributed caching for processing raw arrays. SSDBM 2018: 22:1-22:12 - [i10]Yujing Ma, Florin Rusu, Martin Torres:
Stochastic Gradient Descent on Highly-Parallel Architectures. CoRR abs/1802.08800 (2018) - [i9]Weijie Zhao, Florin Rusu, Bin Dong, Kesheng Wu, Anna Y. Q. Ho, Peter Nugent
Distributed Caching for Complex Querying of Raw Arrays. CoRR abs/1803.06089 (2018) - [i8]Cagatay Turkay, Nicola Pezzotti, Carsten Binnig, Hendrik Strobelt, Barbara Hammer, Daniel A. Keim, Jean-Daniel Fekete
Progressive Data Science: Potential and Challenges. CoRR abs/1812.08032 (2018) - 2017
- [j11]Dan Olteanu, Florin Rusu:
Special issue on in-database analytics. Distributed Parallel Databases 35(3-4): 333-334 (2017) - [j10]Chengjie Qin, Martin Torres, Florin Rusu:
Scalable Asynchronous Gradient Descent Optimization for Out-of-Core Models. Proc. VLDB Endow. 10(10): 986-997 (2017) - [c20]Florin Rusu:
Scalable In-Situ Exploration over Raw Data. CIDR 2017 - [c19]Bin Dong, Kesheng Wu
ArrayUDF: User-Defined Scientific Data Analysis on Arrays. HPDC 2017: 53-64 - [c18]Weijie Zhao
Incremental View Maintenance over Array Data. SIGMOD Conference 2017: 139-154 - [c17]Chengjie Qin, Florin Rusu:
Dot-Product Join: Scalable In-Database Linear Algebra for Big Model Analytics. SSDBM 2017: 8:1-8:12 - [c16]Yu Cheng, Weijie Zhao
Bi-Level Online Aggregation on Raw Data. SSDBM 2017: 10:1-10:12 - [i7]Yu Cheng, Weijie Zhao, Florin Rusu:
OLA-RAW: Scalable Exploration over Raw Data. CoRR abs/1702.00358 (2017) - 2016
- [c15]Borui Wang, Martin Torres, Dong Li, Jishen Zhao, Florin Rusu:
Performance Implications of Processing-in-Memory Designs on Data-Intensive Applications. ICPP Workshops 2016: 115-122 - [c14]Weijie Zhao
Similarity Join over Array Data. SIGMOD Conference 2016: 2007-2022 - [i6]Chengjie Qin, Florin Rusu:
Dot-Product Join: An Array-Relation Join Operator for Big Model Analytics. CoRR abs/1602.08845 (2016) - 2015
- [j9]Florin Rusu, Chengjie Qin, Martin Torres:
Scalable Analytics Model Calibration with Online Aggregation. IEEE Data Eng. Bull. 38(3): 30-43 (2015) - [j8]Yu Cheng, Florin Rusu:
Formal representation of the SS-DB benchmark and experimental evaluation in EXTASCID. Distributed Parallel Databases 33(3): 277-317 (2015) - [j7]Florin Rusu, Zixuan Zhuang, Mingxi Wu, Chris Jermaine:
Workload-Driven Antijoin Cardinality Estimation. ACM Trans. Database Syst. 40(3): 16:1-16:41 (2015) - [j6]Yu Cheng, Florin Rusu:
SCANRAW: A Database Meta-Operator for Parallel In-Situ Processing and Loading. ACM Trans. Database Syst. 40(3): 19:1-19:45 (2015) - [c13]Chengjie Qin, Florin Rusu:
Speculative Approximations for Terascale Distributed Gradient Descent Optimization. DanaC@SIGMOD 2015: 1:1-1:10 - [c12]Weijie Zhao
Vertical partitioning for query processing over raw data. SSDBM 2015: 15:1-15:12 - [i5]Chengjie Qin, Florin Rusu:
Speculative Approximations for Terascale Analytics. CoRR abs/1501.00255 (2015) - [i4]Weijie Zhao, Yu Cheng, Florin Rusu:
Workload-Driven Vertical Partitioning for Effective Query Processing over Raw Data. CoRR abs/1503.08946 (2015) - 2014
- [j5]Chengjie Qin, Florin Rusu:
PF-OLA: a high-performance framework for parallel online aggregation. Distributed Parallel Databases 32(3): 337-375 (2014) - [c11]Florin Rusu, Peter Nugent, Kesheng Wu
Implementing the Palomar Transient Factory Real-Time Detection Pipeline in GLADE: Results and Observations. DNIS 2014: 53-66 - [c10]Yu Cheng, Florin Rusu:
Parallel in-situ data processing with speculative loading. SIGMOD Conference 2014: 1287-1298 - 2013
- [c9]Chengjie Qin, Florin Rusu:
Sampling Estimators for Parallel Online Aggregation. BNCOD 2013: 204-217 - [c8]Chengjie Qin, Florin Rusu:
Scalable I/O-bound parallel incremental gradient descent for big data analytics in GLADE. DanaC@SIGMOD 2013: 16-20 - [c7]Chengjie Qin, Florin Rusu:
Parallel online aggregation in action. SSDBM 2013: 46:1-46:4 - [c6]Yu Cheng, Florin Rusu:
Astronomical data processing in EXTASCID. SSDBM 2013: 47:1-47:4 - [i3]Florin Rusu, Yu Cheng:
A Survey on Array Storage, Query Languages, and Systems. CoRR abs/1302.0103 (2013) - [i2]Yu Cheng, Florin Rusu:
Formal Representation of the SS-DB Benchmark and Experimental Evaluation in EXTASCID. CoRR abs/1305.1609 (2013) - 2012
- [j4]Florin Rusu, Alin Dobra
GLADE: a scalable framework for efficient analytics. ACM SIGOPS Oper. Syst. Rev. 46(1): 12-18 (2012) - [c5]Yu Cheng, Chengjie Qin, Florin Rusu:
GLADE: big data analytics made easy. SIGMOD Conference 2012: 697-700 - [i1]Chengjie Qin, Florin Rusu:
PF-OLA: A High-Performance Framework for Parallel On-Line Aggregation. CoRR abs/1206.0051 (2012)
2000 – 2009
- 2009
- [j3]Alin Dobra
Turbo-Charging Estimate Convergence in DBO. Proc. VLDB Endow. 2(1): 419-430 (2009) - [c4]Florin Rusu, Alin Dobra
Sketching Sampled Data Streams. ICDE 2009: 381-392 - 2008
- [j2]Florin Rusu, Alin Dobra
Sketches for size of join estimation. ACM Trans. Database Syst. 33(3): 15:1-15:46 (2008) - [c3]Florin Rusu, Fei Xu, Luis Leopoldo Perez, Mingxi Wu, Ravi Jampani, Chris Jermaine, Alin Dobra
The DBO database system. SIGMOD Conference 2008: 1223-1226 - 2007
- [j1]Florin Rusu, Alin Dobra
Pseudo-random number generation for sketch-based estimations. ACM Trans. Database Syst. 32(2): 11 (2007) - [c2]Florin Rusu, Alin Dobra
Statistical analysis of sketch estimators. SIGMOD Conference 2007: 187-198 - 2006
- [c1]Florin Rusu, Alin Dobra
Fast range-summable random variables for efficient aggregate estimation. SIGMOD Conference 2006: 193-204
Coauthor Index
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last updated on 2024-08-05 21:10 CEST by the dblp team
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