Florin Rusu - RankMe

67 papers A* 1A 5B 7Journal 38Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Filtered Approximate Nearest Neighbor Search in Vector Databases: System Design and Performance Analysis. CoRR Abylay Amanbayev, Brian Tsan, Tri Dang, Florin Rusu
2025	J	`jnl`	PLANSIEVE: Real-time Suboptimal Query Plan Detection Through Incremental Refinements. CoRR Asoke Datta, Yesdaulet Izenov, Brian Tsan, Abylay Amanbayev, Florin Rusu
2025	J	`jnl`	Sketched Sum-Product Networks for Joins. CoRR Brian Tsan, Abylay Amanbayev, Asoke Datta, Florin Rusu
2024	J	`jnl`	Approximate Sketches. Proc. ACM Manag. Data Brian Tsan, Asoke Datta, Yesdaulet Izenov, Florin Rusu
2024	—	`conf`	Simpli-Squared: Optimizing Without Cardinality Estimates. SiMoD@SIGMOD Asoke Datta, Brian Tsan, Yesdaulet Izenov, Florin Rusu
2024	J	`jnl`	Spanning Tree-based Query Plan Enumeration. CoRR Yesdaulet Izenov, Asoke Datta, Brian Tsan, Abylay Amanbayev, Florin Rusu
2024	J	`jnl`	Sub-optimal Join Order Identification with L1-error. Proc. ACM Manag. Data Yesdaulet Izenov, Asoke Datta, Brian Tsan, Florin Rusu
2023	J	`jnl`	Analyzing Query Optimizer Performance in the Presence and Absence of Cardinality Estimates. CoRR Asoke Datta, Brian Tsan, Yesdaulet Izenov, Florin Rusu
2023	J	`jnl`	Multidimensional Array Data Management. Found. Trends Databases Florin Rusu
2022	—	`conf`	Adaptive Optimization for Sparse Data on Heterogeneous GPUs. IPDPS Workshops Yujing Ma, Florin Rusu, Kesheng Wu, Alexander Sim
2021	J	`jnl`	Adaptive Elastic Training for Sparse Deep Learning on Heterogeneous Multi-GPU Servers. CoRR Yujing Ma, Florin Rusu, Kesheng Wu, Alexander Sim
2021	—	`conf`	Adaptive Stochastic Gradient Descent for Deep Learning on Heterogeneous CPU+GPU Architectures. IPDPS Workshops Yujing Ma, Florin Rusu, Kesheng Wu, Alexander Sim
2021	—	`conf`	COMPASS: Online Sketch-based Query Optimization for In-Memory Databases. SIGMOD Conference Yesdaulet Izenov, Asoke Datta, Florin Rusu, Jun Hyung Shin
2021	B	`conf`	DJEnsemble: a Cost-Based Selection and Allocation of a Disjoint Ensemble of Spatio-temporal Models. SSDBM Rafael S. Pereira, Yania Molina Souto, Anderson Chaves da Silva, Rocío Zorilla, Brian Tsan, Florin Rusu, Eduardo S. Ogasawara, Artur Ziviani, Fábio Porto
2021	J	`jnl`	Online Sketch-based Query Optimization. CoRR Yesdaulet Izenov, Asoke Datta, Florin Rusu, Jun Hyung Shin
2021	J	`jnl`	Simpli-Squared: A Very Simple Yet Unexpectedly Powerful Join Ordering Algorithm Without Cardinality Estimates. CoRR Asoke Datta, Yesdaulet Izenov, Brian Tsan, Florin Rusu
2020	J	`jnl`	DJEnsemble: On the Selection of a Disjoint Ensemble of Deep Learning Black-Box Spatio-temporal Models. CoRR Yania Molina Souto, Rafael S. Pereira, Rocío Zorrilla, Anderson Chaves da Silva, Brian Tsan, Florin Rusu, Eduardo S. Ogasawara, Artur Ziviani, Fábio Porto
2020	J	`jnl`	Heterogeneous CPU+GPU Stochastic Gradient Descent Algorithms. CoRR Yujing Ma, Florin Rusu
2019	J	`jnl`	Exact Selectivity Computation for Modern In-Memory Database Query Optimization. CoRR Jun Hyung Shin, Florin Rusu, Alex Suhan
2019	J	`jnl`	In-Depth Benchmarking of Graph Database Systems with the Linked Data Benchmark Council (LDBC) Social Network Benchmark (SNB). CoRR Florin Rusu, Zhiyi Huang
2019	A	`conf`	PrivateJobMatch: a privacy-oriented deferred multi-match recommender system for stable employment. RecSys Amar Saini, Florin Rusu, Andrew Johnston
2019	A	`conf`	Selectivity Computation for In-Memory Query Optimization. CIDR Jun Hyung Shin, Florin Rusu, Alex Suhan
2019	J	`jnl`	Special issue on scientific and statistical data management. Distributed Parallel Databases Kesheng Wu, Florin Rusu
2019	A	`conf`	Stochastic Gradient Descent on Modern Hardware: Multi-core CPU or GPU? Synchronous or Asynchronous? IPDPS Yujing Ma, Florin Rusu, Martin Torres
2018	J	`jnl`	Automatic identification and classification of Palomar Transient Factory astrophysical objects in GLADE. Int. J. Comput. Sci. Eng. Weijie Zhao, Florin Rusu, Kesheng Wu, Peter Nugent
2018	J	`jnl`	Distributed Caching for Complex Querying of Raw Arrays. CoRR Weijie Zhao, Florin Rusu, Bin Dong, Kesheng Wu, Anna Y. Q. Ho, Peter Nugent
2018	B	`conf`	Distributed caching for processing raw arrays. SSDBM Weijie Zhao, Florin Rusu, Bin Dong, Kesheng Wu, Anna Y. Q. Ho, Peter Nugent
2018	J	`jnl`	Progressive Data Science: Potential and Challenges. CoRR Cagatay Turkay, Nicola Pezzotti, Carsten Binnig, Hendrik Strobelt, Barbara Hammer, Daniel A. Keim, Jean-Daniel Fekete, Themis Palpanas, Yunhai Wang, Florin Rusu
2018	J	`jnl`	Stochastic Gradient Descent on Highly-Parallel Architectures. CoRR Yujing Ma, Florin Rusu, Martin Torres
2017	A	`conf`	ArrayUDF: User-Defined Scientific Data Analysis on Arrays. HPDC Bin Dong, Kesheng Wu, Surendra Byna, Jialin Liu, Weijie Zhao, Florin Rusu
2017	B	`conf`	Bi-Level Online Aggregation on Raw Data. SSDBM Yu Cheng, Weijie Zhao, Florin Rusu
2017	B	`conf`	Dot-Product Join: Scalable In-Database Linear Algebra for Big Model Analytics. SSDBM Chengjie Qin, Florin Rusu
2017	—	`conf`	Incremental View Maintenance over Array Data. SIGMOD Conference Weijie Zhao, Florin Rusu, Bin Dong, Kesheng Wu, Peter Nugent
2017	J	`jnl`	OLA-RAW: Scalable Exploration over Raw Data. CoRR Yu Cheng, Weijie Zhao, Florin Rusu
2017	J	`jnl`	Scalable Asynchronous Gradient Descent Optimization for Out-of-Core Models. Proc. VLDB Endow. Chengjie Qin, Martin Torres, Florin Rusu
2017	A	`conf`	Scalable In-Situ Exploration over Raw Data. CIDR Florin Rusu
2017	J	`jnl`	Special issue on in-database analytics. Distributed Parallel Databases Dan Olteanu, Florin Rusu
2016	J	`jnl`	Dot-Product Join: An Array-Relation Join Operator for Big Model Analytics. CoRR Chengjie Qin, Florin Rusu
2016	—	`conf`	Performance Implications of Processing-in-Memory Designs on Data-Intensive Applications. ICPP Workshops Borui Wang, Martin Torres, Dong Li, Jishen Zhao, Florin Rusu
2016	—	`conf`	Similarity Join over Array Data. SIGMOD Conference Weijie Zhao, Florin Rusu, Bin Dong, Kesheng Wu
2015	J	`jnl`	Formal representation of the SS-DB benchmark and experimental evaluation in EXTASCID. Distributed Parallel Databases Yu Cheng, Florin Rusu
2015	J	`jnl`	SCANRAW: A Database Meta-Operator for Parallel In-Situ Processing and Loading. ACM Trans. Database Syst. Yu Cheng, Florin Rusu
2015	J	`jnl`	Scalable Analytics Model Calibration with Online Aggregation. IEEE Data Eng. Bull. Florin Rusu, Chengjie Qin, Martin Torres
2015	J	`jnl`	Speculative Approximations for Terascale Analytics. CoRR Chengjie Qin, Florin Rusu
2015	—	`conf`	Speculative Approximations for Terascale Distributed Gradient Descent Optimization. DanaC@SIGMOD Chengjie Qin, Florin Rusu
2015	B	`conf`	Vertical partitioning for query processing over raw data. SSDBM Weijie Zhao, Yu Cheng, Florin Rusu
2015	J	`jnl`	Workload-Driven Antijoin Cardinality Estimation. ACM Trans. Database Syst. Florin Rusu, Zixuan Zhuang, Mingxi Wu, Chris Jermaine
2015	J	`jnl`	Workload-Driven Vertical Partitioning for Effective Query Processing over Raw Data. CoRR Weijie Zhao, Yu Cheng, Florin Rusu
2014	—	`conf`	Implementing the Palomar Transient Factory Real-Time Detection Pipeline in GLADE: Results and Observations. DNIS Florin Rusu, Peter Nugent, Kesheng Wu
2014	J	`jnl`	PF-OLA: a high-performance framework for parallel online aggregation. Distributed Parallel Databases Chengjie Qin, Florin Rusu
2014	—	`conf`	Parallel in-situ data processing with speculative loading. SIGMOD Conference Yu Cheng, Florin Rusu
2013	J	`jnl`	A Survey on Array Storage, Query Languages, and Systems CoRR Florin Rusu, Yu Cheng
2013	B	`conf`	Astronomical data processing in EXTASCID. SSDBM Yu Cheng, Florin Rusu
2013	J	`jnl`	Formal Representation of the SS-DB Benchmark and Experimental Evaluation in EXTASCID CoRR Yu Cheng, Florin Rusu
2013	B	`conf`	Parallel online aggregation in action. SSDBM Chengjie Qin, Florin Rusu
2013	—	`conf`	Sampling Estimators for Parallel Online Aggregation. BNCOD Chengjie Qin, Florin Rusu
2013	—	`conf`	Scalable I/O-bound parallel incremental gradient descent for big data analytics in GLADE. DanaC@SIGMOD Chengjie Qin, Florin Rusu
2012	J	`jnl`	GLADE: a scalable framework for efficient analytics. ACM SIGOPS Oper. Syst. Rev. Florin Rusu, Alin Dobra
2012	—	`conf`	GLADE: big data analytics made easy. SIGMOD Conference Yu Cheng, Chengjie Qin, Florin Rusu
2012	J	`jnl`	PF-OLA: A High-Performance Framework for Parallel On-Line Aggregation CoRR Chengjie Qin, Florin Rusu
2009	A*	`conf`	Sketching Sampled Data Streams. ICDE Florin Rusu, Alin Dobra
2009	J	`jnl`	Turbo-Charging Estimate Convergence in DBO. Proc. VLDB Endow. Alin Dobra, Chris Jermaine, Florin Rusu, Fei Xu
2008	J	`jnl`	Sketches for size of join estimation. ACM Trans. Database Syst. Florin Rusu, Alin Dobra
2008	—	`conf`	The DBO database system. SIGMOD Conference Florin Rusu, Fei Xu, Luis Leopoldo Perez, Mingxi Wu, Ravi Jampani, Chris Jermaine, Alin Dobra
2007	J	`jnl`	Pseudo-random number generation for sketch-based estimations. ACM Trans. Database Syst. Florin Rusu, Alin Dobra
2007	—	`conf`	Statistical analysis of sketch estimators. SIGMOD Conference Florin Rusu, Alin Dobra
2006	—	`conf`	Fast range-summable random variables for efficient aggregate estimation. SIGMOD Conference Florin Rusu, Alin Dobra