Florin Rusu

Florin Rusu

University of California, Merced

H-index: 23

North America-United States

About Florin Rusu

Florin Rusu, With an exceptional h-index of 23 and a recent h-index of 16 (since 2020), a distinguished researcher at University of California, Merced, specializes in the field of Databases, Approximate Query Processing, Scalable Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Spanning Tree-based Query Plan Enumeration

Sub-optimal Join Order Identification with L1-error

Approximate Sketches

Analyzing Query Optimizer Performance in the Presence and Absence of Cardinality Estimates

Multidimensional Array Data Management

Position Papers for the ASCR Workshop on the Management and Storage of Scientific Data

Adaptive Optimization for Sparse Data on Heterogeneous GPUs

Scalable and Energy-Efficient Methods for Interactive Exploration of Scientific Data

Florin Rusu Information

University

Position

Computer Science and Engineering Department

Citations(all)

5442

Citations(since 2020)

4052

Cited By

3559

hIndex(all)

23

hIndex(since 2020)

16

i10Index(all)

34

i10Index(since 2020)

27

Email

University Profile Page

University of California, Merced

Google Scholar

View Google Scholar Profile

Florin Rusu Skills & Research Interests

Databases

Approximate Query Processing

Scalable Machine Learning

Top articles of Florin Rusu

Title

Journal

Author(s)

Publication Date

Spanning Tree-based Query Plan Enumeration

arXiv preprint arXiv:2403.04026

Yesdaulet Izenov

Asoke Datta

Brian Tsan

Abylay Amanbayev

Florin Rusu

2024/3/6

Sub-optimal Join Order Identification with L1-error

Proceedings of the ACM on Management of Data

Yesdaulet Izenov

Asoke Datta

Brian Tsan

Florin Rusu

2024/3/26

Approximate Sketches

Proceedings of the ACM on Management of Data

Brian Tsan

Asoke Datta

Yesdaulet Izenov

Florin Rusu

2024/3/26

Analyzing Query Optimizer Performance in the Presence and Absence of Cardinality Estimates

arXiv preprint arXiv:2311.17293

Asoke Datta

Brian Tsan

Yesdaulet Izenov

Florin Rusu

2023/11/29

Multidimensional Array Data Management

Foundations and Trends® in Databases

Florin Rusu

2023/2/21

Position Papers for the ASCR Workshop on the Management and Storage of Scientific Data

Suren Byna

Stratos Idreos

Terry Jones

Kathryn Mohror

Rob Ross

...

2022/1/1

Adaptive Optimization for Sparse Data on Heterogeneous GPUs

Yujing Ma

Florin Rusu

Kesheng Wu

Alexander Sim

2022/5/30

Scalable and Energy-Efficient Methods for Interactive Exploration of Scientific Data

Florin Rusu

2022/3/1

Report for the ASCR Workshop on the Management and Storage of Scientific Data

Suren Byna

Stratos Idreos

Terry Jones

Kathryn Mohror

Rob Ross

...

2022/1/1

COMPASS: Online Sketch-based Query Optimization for In-Memory Databases

Yesdaulet Izenov

Asoke Datta

Florin Rusu

Jun Hyung Shin

2021/6/9

Online Sketch-based Query Optimization

arXiv preprint arXiv:2102.02440

Yesdaulet Izenov

Asoke Datta

Florin Rusu

Jun Hyung Shin

2021/2/4

Simpli-Squared: A Very Simple Yet Unexpectedly Powerful Join Ordering Algorithm Without Cardinality Estimates

arXiv preprint arXiv:2111.00163

Asoke Datta

Yesdaulet Izenov

Brian Tsan

Florin Rusu

2021/10/30

Adaptive Elastic Training for Sparse Deep Learning on Heterogeneous Multi-GPU Servers

arXiv preprint arXiv:2110.07029

Yujing Ma

Florin Rusu

Kesheng Wu

Alexander Sim

2021/10/13

Djensemble: A cost-based selection and allocation of a disjoint ensemble of spatio-temporal models

Rafael Pereira

Yania Souto

Anderson Chaves

Rocio Zorilla

Brian Tsan

...

2021/7/6

Adaptive Stochastic Gradient Descent for Deep Learning on Heterogeneous CPU+ GPU Architectures

Yujing Ma

Florin Rusu

Kesheng Wu

Alexander Sim

2021/6/17

DJEnsemble: On the Selection of a Disjoint Ensemble of Deep Learning Black-Box Spatio-temporal Models

arXiv preprint arXiv:2005.11093

Yania Molina Souto

Rafael Pereira

Rocío Zorrilla

Anderson Chaves

Brian Tsan

...

2020/5/22

Heterogeneous CPU+ GPU Stochastic Gradient Descent Algorithms

arXiv preprint arXiv:2004.08771

Yujing Ma

Florin Rusu

2020/4/19

See List of Professors in Florin Rusu University(University of California, Merced)

Co-Authors

H-index: 131
Richard Abbott

Richard Abbott

California Institute of Technology

H-index: 55
Michael Modest

Michael Modest

University of California, Merced

H-index: 35
Carsten Binnig

Carsten Binnig

Technische Universität Darmstadt

H-index: 30
Anna Y. Q. Ho

Anna Y. Q. Ho

University of California, Berkeley

H-index: 24
Alin Dobra

Alin Dobra

University of Florida

H-index: 14
Tao Ren

Tao Ren

Shanghai Jiao Tong University

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