Florin Rusu

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 37

Top Topics

Query Optimization

Stochastic Gradient Descent

Top Venues

SIGMOD Conference

Distributed Parallel Databases

Publications

Brian Tsan, Asoke Datta, Yesdaulet Izenov, Florin Rusu
Approximate Sketches. Proc. ACM Manag. Data 2 (1) (2024)
Yesdaulet Izenov, Asoke Datta, Brian Tsan, Florin Rusu
Sub-optimal Join Order Identification with L1-error. Proc. ACM Manag. Data 2 (1) (2024)
Yesdaulet Izenov, Asoke Datta, Brian Tsan, Abylay Amanbayev, Florin Rusu
Spanning Tree-based Query Plan Enumeration. CoRR (2024)
Asoke Datta, Brian Tsan, Yesdaulet Izenov, Florin Rusu
Simpli-Squared: Optimizing Without Cardinality Estimates. SiMoD@SIGMOD (2024)
Asoke Datta, Brian Tsan, Yesdaulet Izenov, Florin Rusu
Analyzing Query Optimizer Performance in the Presence and Absence of Cardinality Estimates. CoRR (2023)
Florin Rusu
Multidimensional Array Data Management. Found. Trends Databases 12 (2-3) (2023)
Yujing Ma, Florin Rusu, Kesheng Wu, Alexander Sim
Adaptive Optimization for Sparse Data on Heterogeneous GPUs. IPDPS Workshops (2022)
Yesdaulet Izenov, Asoke Datta, Florin Rusu, Jun Hyung Shin
Online Sketch-based Query Optimization. CoRR (2021)
Asoke Datta, Yesdaulet Izenov, Brian Tsan, Florin Rusu
Simpli-Squared: A Very Simple Yet Unexpectedly Powerful Join Ordering Algorithm Without Cardinality Estimates. CoRR (2021)
Yujing Ma, Florin Rusu, Kesheng Wu, Alexander Sim
Adaptive Elastic Training for Sparse Deep Learning on Heterogeneous Multi-GPU Servers. CoRR (2021)
Yujing Ma, Florin Rusu, Kesheng Wu, Alexander Sim
Adaptive Stochastic Gradient Descent for Deep Learning on Heterogeneous CPU+GPU Architectures. IPDPS Workshops (2021)
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)
Yesdaulet Izenov, Asoke Datta, Florin Rusu, Jun Hyung Shin
COMPASS: Online Sketch-based Query Optimization for In-Memory Databases. SIGMOD Conference (2021)
Yujing Ma, Florin Rusu
Heterogeneous CPU+GPU Stochastic Gradient Descent Algorithms. CoRR (2020)
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 (2020)
Jun Hyung Shin, Florin Rusu, Alex Suhan
Selectivity Computation for In-Memory Query Optimization. CIDR (2019)
Jun Hyung Shin, Florin Rusu, Alex Suhan
Exact Selectivity Computation for Modern In-Memory Database Query Optimization. CoRR (2019)
Kesheng Wu, Florin Rusu
Special issue on scientific and statistical data management. Distributed Parallel Databases 37 (1) (2019)
Yujing Ma, Florin Rusu, Martin Torres
Stochastic Gradient Descent on Modern Hardware: Multi-core CPU or GPU? Synchronous or Asynchronous? IPDPS (2019)
Amar Saini, Florin Rusu, Andrew Johnston
PrivateJobMatch: a privacy-oriented deferred multi-match recommender system for stable employment. RecSys (2019)
Florin Rusu, Zhiyi Huang
In-Depth Benchmarking of Graph Database Systems with the Linked Data Benchmark Council (LDBC) Social Network Benchmark (SNB). CoRR (2019)
Yujing Ma, Florin Rusu, Martin Torres
Stochastic Gradient Descent on Highly-Parallel Architectures. CoRR (2018)
Weijie Zhao, Florin Rusu, Bin Dong, Kesheng Wu, Anna Y. Q. Ho, Peter Nugent
Distributed Caching for Complex Querying of Raw Arrays. CoRR (2018)
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) (2018)
Cagatay Turkay, Nicola Pezzotti, Carsten Binnig, Hendrik Strobelt, Barbara Hammer, Daniel A. Keim, Jean-Daniel Fekete, Themis Palpanas, Yunhai Wang, Florin Rusu
Progressive Data Science: Potential and Challenges. CoRR (2018)
Weijie Zhao, Florin Rusu, Bin Dong, Kesheng Wu, Anna Y. Q. Ho, Peter Nugent
Distributed caching for processing raw arrays. SSDBM (2018)
Dan Olteanu, Florin Rusu
Special issue on in-database analytics. Distributed Parallel Databases 35 (3-4) (2017)
Weijie Zhao, Florin Rusu, Bin Dong, Kesheng Wu, Peter Nugent
Incremental View Maintenance over Array Data. SIGMOD Conference (2017)
Bin Dong, Kesheng Wu, Surendra Byna, Jialin Liu, Weijie Zhao, Florin Rusu
ArrayUDF: User-Defined Scientific Data Analysis on Arrays. HPDC (2017)
Chengjie Qin, Florin Rusu
Dot-Product Join: Scalable In-Database Linear Algebra for Big Model Analytics. SSDBM (2017)
Florin Rusu
Scalable In-Situ Exploration over Raw Data. CIDR (2017)
Chengjie Qin, Martin Torres, Florin Rusu
Scalable Asynchronous Gradient Descent Optimization for Out-of-Core Models. Proc. VLDB Endow. 10 (10) (2017)
Yu Cheng, Weijie Zhao, Florin Rusu
Bi-Level Online Aggregation on Raw Data. SSDBM (2017)
Yu Cheng, Weijie Zhao, Florin Rusu
OLA-RAW: Scalable Exploration over Raw Data. CoRR (2017)
Chengjie Qin, Florin Rusu
Dot-Product Join: An Array-Relation Join Operator for Big Model Analytics. CoRR (2016)
Weijie Zhao, Florin Rusu, Bin Dong, Kesheng Wu
Similarity Join over Array Data. SIGMOD Conference (2016)
Borui Wang, Martin Torres, Dong Li, Jishen Zhao, Florin Rusu
Performance Implications of Processing-in-Memory Designs on Data-Intensive Applications. ICPP Workshops (2016)
Weijie Zhao, Yu Cheng, Florin Rusu
Workload-Driven Vertical Partitioning for Effective Query Processing over Raw Data. CoRR (2015)
Weijie Zhao, Yu Cheng, Florin Rusu
Vertical partitioning for query processing over raw data. SSDBM (2015)
Chengjie Qin, Florin Rusu
Speculative Approximations for Terascale Analytics. CoRR (2015)
Chengjie Qin, Florin Rusu
Speculative Approximations for Terascale Distributed Gradient Descent Optimization. DanaC@SIGMOD (2015)
Yu Cheng, Florin Rusu
Formal representation of the SS-DB benchmark and experimental evaluation in EXTASCID. Distributed Parallel Databases 33 (3) (2015)
Florin Rusu, Chengjie Qin, Martin Torres
Scalable Analytics Model Calibration with Online Aggregation. IEEE Data Eng. Bull. 38 (3) (2015)
Florin Rusu, Zixuan Zhuang, Mingxi Wu, Chris Jermaine
Workload-Driven Antijoin Cardinality Estimation. ACM Trans. Database Syst. 40 (3) (2015)
Yu Cheng, Florin Rusu
SCANRAW: A Database Meta-Operator for Parallel In-Situ Processing and Loading. ACM Trans. Database Syst. 40 (3) (2015)
Yu Cheng, Florin Rusu
Parallel in-situ data processing with speculative loading. SIGMOD Conference (2014)
Florin Rusu, Peter Nugent, Kesheng Wu
Implementing the Palomar Transient Factory Real-Time Detection Pipeline in GLADE: Results and Observations. DNIS (2014)
Chengjie Qin, Florin Rusu
PF-OLA: a high-performance framework for parallel online aggregation. Distributed Parallel Databases 32 (3) (2014)
Chengjie Qin, Florin Rusu
Sampling Estimators for Parallel Online Aggregation. BNCOD (2013)
Florin Rusu, Yu Cheng
A Survey on Array Storage, Query Languages, and Systems CoRR (2013)
Yu Cheng, Florin Rusu
Formal Representation of the SS-DB Benchmark and Experimental Evaluation in EXTASCID CoRR (2013)
Chengjie Qin, Florin Rusu
Scalable I/O-bound parallel incremental gradient descent for big data analytics in GLADE. DanaC@SIGMOD (2013)
Chengjie Qin, Florin Rusu
Parallel online aggregation in action. SSDBM (2013)
Yu Cheng, Florin Rusu
Astronomical data processing in EXTASCID. SSDBM (2013)
Florin Rusu, Alin Dobra
GLADE: a scalable framework for efficient analytics. ACM SIGOPS Oper. Syst. Rev. 46 (1) (2012)
Chengjie Qin, Florin Rusu
PF-OLA: A High-Performance Framework for Parallel On-Line Aggregation CoRR (2012)
Yu Cheng, Chengjie Qin, Florin Rusu
GLADE: big data analytics made easy. SIGMOD Conference (2012)
Florin Rusu, Alin Dobra
Sketching Sampled Data Streams. ICDE (2009)
Alin Dobra, Chris Jermaine, Florin Rusu, Fei Xu
Turbo-Charging Estimate Convergence in DBO. Proc. VLDB Endow. 2 (1) (2009)
Florin Rusu, Fei Xu, Luis Leopoldo Perez, Mingxi Wu, Ravi Jampani, Chris Jermaine, Alin Dobra
The DBO database system. SIGMOD Conference (2008)
Florin Rusu, Alin Dobra
Sketches for size of join estimation. ACM Trans. Database Syst. 33 (3) (2008)
Florin Rusu, Alin Dobra
Statistical analysis of sketch estimators. SIGMOD Conference (2007)
Florin Rusu, Alin Dobra
Pseudo-random number generation for sketch-based estimations. ACM Trans. Database Syst. 32 (2) (2007)
Florin Rusu, Alin Dobra
Fast range-summable random variables for efficient aggregate estimation. SIGMOD Conference (2006)