Fast range-summable random variables for efficient aggregate estimation. - Florin Rusu; Alin Dobra (SIGMOD Conference, 2006)

Statistical analysis of sketch estimators. - Florin Rusu; Alin Dobra (SIGMOD Conference, 2007)

Pseudo-random number generation for sketch-based estimations. - Florin Rusu; Alin Dobra (ACM Trans. Database Syst., 2007)

The DBO database system. - Florin Rusu; Fei Xu; Luis Leopoldo Perez; Mingxi Wu; Ravi Jampani; Chris Jermaine; Alin Dobra (SIGMOD Conference, 2008)

Sketches for size of join estimation. - Florin Rusu; Alin Dobra (ACM Trans. Database Syst., 2008)

Sketching Sampled Data Streams. - Florin Rusu; Alin Dobra (ICDE, 2009)

Turbo-Charging Estimate Convergence in DBO. - Alin Dobra; Chris Jermaine; Florin Rusu; Fei Xu (Proc. VLDB Endow., 2009)

GLADE: big data analytics made easy. - Yu Cheng 007; Chengjie Qin; Florin Rusu (SIGMOD Conference, 2012)

PF-OLA: A High-Performance Framework for Parallel On-Line Aggregation - Chengjie Qin; Florin Rusu (CoRR, 2012)

GLADE: a scalable framework for efficient analytics. - Florin Rusu; Alin Dobra (ACM SIGOPS Oper. Syst. Rev., 2012)

Sampling Estimators for Parallel Online Aggregation. - Chengjie Qin; Florin Rusu (BNCOD, 2013)

Scalable I/O-bound parallel incremental gradient descent for big data analytics in GLADE. - Chengjie Qin; Florin Rusu (DanaC@SIGMOD, 2013)

Astronomical data processing in EXTASCID. - Yu Cheng 007; Florin Rusu (SSDBM, 2013)

Parallel online aggregation in action. - Chengjie Qin; Florin Rusu (SSDBM, 2013)

A Survey on Array Storage, Query Languages, and Systems - Florin Rusu; Yu Cheng 007 (CoRR, 2013)

Implementing the Palomar Transient Factory Real-Time Detection Pipeline in GLADE: Results and Observations. - Florin Rusu; Peter Nugent; Kesheng Wu (DNIS, 2014)

Parallel in-situ data processing with speculative loading. - Yu Cheng 007; Florin Rusu (SIGMOD Conference, 2014)

PF-OLA: a high-performance framework for parallel online aggregation. - Chengjie Qin; Florin Rusu (Distributed Parallel Databases, 2014)

Speculative Approximations for Terascale Distributed Gradient Descent Optimization. - Chengjie Qin; Florin Rusu (DanaC@SIGMOD, 2015)

Vertical partitioning for query processing over raw data. - Weijie Zhao 001; Yu Cheng 007; Florin Rusu (SSDBM, 2015)

Speculative Approximations for Terascale Analytics. - Chengjie Qin; Florin Rusu (CoRR, 2015)

Workload-Driven Vertical Partitioning for Effective Query Processing over Raw Data. - Weijie Zhao 001; Yu Cheng 007; Florin Rusu (CoRR, 2015)

Scalable Analytics Model Calibration with Online Aggregation. - Florin Rusu; Chengjie Qin; Martin Torres (IEEE Data Eng. Bull., 2015)

Formal representation of the SS-DB benchmark and experimental evaluation in EXTASCID. - Yu Cheng 007; Florin Rusu (Distributed Parallel Databases, 2015)

SCANRAW: A Database Meta-Operator for Parallel In-Situ Processing and Loading. - Yu Cheng 007; Florin Rusu (ACM Trans. Database Syst., 2015)

Workload-Driven Antijoin Cardinality Estimation. - Florin Rusu; Zixuan Zhuang; Mingxi Wu; Chris Jermaine (ACM Trans. Database Syst., 2015)

Performance Implications of Processing-in-Memory Designs on Data-Intensive Applications. - Borui Wang; Martin Torres; Dong Li 001; Jishen Zhao; Florin Rusu (ICPP Workshops, 2016)

Similarity Join over Array Data. - Weijie Zhao 001; Florin Rusu; Bin Dong 002; Kesheng Wu (SIGMOD Conference, 2016)

Dot-Product Join: An Array-Relation Join Operator for Big Model Analytics. - Chengjie Qin; Florin Rusu (CoRR, 2016)

Scalable In-Situ Exploration over Raw Data. - Florin Rusu (CIDR, 2017)

ArrayUDF: User-Defined Scientific Data Analysis on Arrays. - Bin Dong 002; Kesheng Wu; Surendra Byna; Jialin Liu 002; Weijie Zhao 001; Florin Rusu (HPDC, 2017)

Incremental View Maintenance over Array Data. - Weijie Zhao 001; Florin Rusu; Bin Dong 002; Kesheng Wu; Peter Nugent (SIGMOD Conference, 2017)

Bi-Level Online Aggregation on Raw Data. - Yu Cheng 007; Weijie Zhao 001; Florin Rusu (SSDBM, 2017)

Dot-Product Join: Scalable In-Database Linear Algebra for Big Model Analytics. - Chengjie Qin; Florin Rusu (SSDBM, 2017)

OLA-RAW: Scalable Exploration over Raw Data. - Yu Cheng 007; Weijie Zhao 001; Florin Rusu (CoRR, 2017)

Special issue on in-database analytics. - Dan Olteanu; Florin Rusu (Distributed Parallel Databases, 2017)

Scalable Asynchronous Gradient Descent Optimization for Out-of-Core Models. - Chengjie Qin; Martin Torres; Florin Rusu (Proc. VLDB Endow., 2017)

Distributed caching for processing raw arrays. - Weijie Zhao 001; Florin Rusu; Bin Dong 002; Kesheng Wu; Anna Y. Q. Ho; Peter Nugent (SSDBM, 2018)

Stochastic Gradient Descent on Highly-Parallel Architectures. - Yujing Ma; Florin Rusu; Martin Torres (CoRR, 2018)

Distributed Caching for Complex Querying of Raw Arrays. - Weijie Zhao 001; Florin Rusu; Bin Dong 002; Kesheng Wu; Anna Y. Q. Ho; Peter Nugent (CoRR, 2018)

Progressive Data Science: Potential and Challenges. - Cagatay Turkay; Nicola Pezzotti; Carsten Binnig; Hendrik Strobelt; Barbara Hammer; Daniel A. Keim; Jean-Daniel Fekete; Themis Palpanas; Yunhai Wang; Florin Rusu (CoRR, 2018)

Automatic identification and classification of Palomar Transient Factory astrophysical objects in GLADE. - Weijie Zhao 001; Florin Rusu; Kesheng Wu; Peter Nugent (Int. J. Comput. Sci. Eng., 2018)

Selectivity Computation for In-Memory Query Optimization. - Jun Hyung Shin; Florin Rusu; Alex Suhan (CIDR, 2019)

Stochastic Gradient Descent on Modern Hardware: Multi-core CPU or GPU? Synchronous or Asynchronous? - Yujing Ma; Florin Rusu; Martin Torres (IPDPS, 2019)

PrivateJobMatch: a privacy-oriented deferred multi-match recommender system for stable employment. - Amar Saini; Florin Rusu; Andrew Johnston (RecSys, 2019)

Exact Selectivity Computation for Modern In-Memory Database Query Optimization. - Jun Hyung Shin; Florin Rusu; Alex Suhan (CoRR, 2019)

In-Depth Benchmarking of Graph Database Systems with the Linked Data Benchmark Council (LDBC) Social Network Benchmark (SNB). - Florin Rusu; Zhiyi Huang 004 (CoRR, 2019)

Special issue on scientific and statistical data management. - Kesheng Wu; Florin Rusu (Distributed Parallel Databases, 2019)

Heterogeneous CPU+GPU Stochastic Gradient Descent Algorithms. - Yujing Ma; Florin Rusu (CoRR, 2020)

DJEnsemble: On the Selection of a Disjoint Ensemble of Deep Learning Black-Box Spatio-temporal Models. - Yania Molina Souto; Rafael S. Pereira 001; Rocío Zorrilla; Anderson Chaves da Silva; Brian Tsan; Florin Rusu; Eduardo S. Ogasawara; Artur Ziviani; Fábio Porto 001 (CoRR, 2020)

Adaptive Stochastic Gradient Descent for Deep Learning on Heterogeneous CPU+GPU Architectures. - Yujing Ma; Florin Rusu; Kesheng Wu; Alexander Sim (IPDPS Workshops, 2021)

COMPASS: Online Sketch-based Query Optimization for In-Memory Databases. - Yesdaulet Izenov; Asoke Datta; Florin Rusu; Jun Hyung Shin (SIGMOD Conference, 2021)

DJEnsemble: a Cost-Based Selection and Allocation of a Disjoint Ensemble of Spatio-temporal Models. - Rafael S. Pereira 001; Yania Molina Souto; Anderson Chaves da Silva; Rocío Zorilla; Brian Tsan; Florin Rusu; Eduardo S. Ogasawara; Artur Ziviani; Fábio Porto 001 (SSDBM, 2021)

Online Sketch-based Query Optimization. - Yesdaulet Izenov; Asoke Datta; Florin Rusu; Jun Hyung Shin (CoRR, 2021)

Adaptive Elastic Training for Sparse Deep Learning on Heterogeneous Multi-GPU Servers. - Yujing Ma; Florin Rusu; Kesheng Wu; Alexander Sim (CoRR, 2021)

Simpli-Squared: A Very Simple Yet Unexpectedly Powerful Join Ordering Algorithm Without Cardinality Estimates. - Asoke Datta; Yesdaulet Izenov; Brian Tsan; Florin Rusu (CoRR, 2021)

Adaptive Optimization for Sparse Data on Heterogeneous GPUs. - Yujing Ma; Florin Rusu; Kesheng Wu; Alexander Sim (IPDPS Workshops, 2022)

Analyzing Query Optimizer Performance in the Presence and Absence of Cardinality Estimates. - Asoke Datta; Brian Tsan; Yesdaulet Izenov; Florin Rusu (CoRR, 2023)

Multidimensional Array Data Management. - Florin Rusu (Found. Trends Databases, 2023)

Simpli-Squared: Optimizing Without Cardinality Estimates. - Asoke Datta; Brian Tsan; Yesdaulet Izenov; Florin Rusu (SiMoD@SIGMOD, 2024)

Spanning Tree-based Query Plan Enumeration. - Yesdaulet Izenov; Asoke Datta; Brian Tsan; Abylay Amanbayev; Florin Rusu (CoRR, 2024)

Sub-optimal Join Order Identification with L1-error. - Yesdaulet Izenov; Asoke Datta; Brian Tsan; Florin Rusu (Proc. ACM Manag. Data, 2024)

Approximate Sketches. - Brian Tsan; Asoke Datta; Yesdaulet Izenov; Florin Rusu (Proc. ACM Manag. Data, 2024)

PLANSIEVE: Real-time Suboptimal Query Plan Detection Through Incremental Refinements. - Asoke Datta; Yesdaulet Izenov; Brian Tsan; Abylay Amanbayev; Florin Rusu (CoRR, 2025)

Sketched Sum-Product Networks for Joins. - Brian Tsan; Abylay Amanbayev; Asoke Datta; Florin Rusu (CoRR, 2025)