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Scopus Author ID: 8629966900

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Employment (1)

Georgia Institute of Technology: Atlanta, GA, US

2007-08-01 to present | Professor (School of Computational Science and Engineering)
Employment
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Richard Vuduc

Education and qualifications (1)

University of California Berkeley: Berkeley, CA, US

1997-08-15 to 2003-12-31 | Ph.D. (Computer Science Division)
Education
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Richard Vuduc

Works (50 of 120)

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Page 1 of 3

A Workflow for the Synthesis of Irregular Memory Access Microbenchmarks

2024-09-30 | Conference paper
DOI: 10.1145/3695794.3695816
Contributors: Kevin Sheridan; Jered Dominguez-Trujillo; Galen Shipman; Patrick Lavin; Christopher Scott; Agustin Vaca Valverde; Richard Vuduc; Jeffrey Young
Source: check_circle
Crossref

FAIR Sharing of Data in Autotuning Research (Vision Paper)

2024-05-07 | Conference paper
DOI: 10.1145/3629527.3651429
Contributors: Jana Hozzová; Jacob O. Tørring; Ben van Werkhoven; David Strelák; Richard Vuduc
Source: check_circle
Crossref

Calculon: a methodology and tool for high-level co-design of systems and large language models

2023-11-12 | Conference paper
DOI: 10.1145/3581784.3607102
Contributors: Mikhail Isaev; Nic Mcdonald; Larry Dennison; Richard Vuduc
Source: check_circle
Crossref

Multifidelity Memory System Simulation in SST

2023-10-02 | Conference paper
DOI: 10.1145/3631882.3631890
Contributors: Patrick Lavin; Jeffrey Young; Richard Vuduc
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Crossref

Distributed-Memory Parallel JointNMF

2023-06-21 | Conference paper
DOI: 10.1145/3577193.3593733
Contributors: Srinivas Eswar; Benjamin Cobb; Koby Hayashi; Ramakrishnan Kannan; Grey Ballard; Richard Vuduc; Haesun Park
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Exaflops Biomedical Knowledge Graph Analytics

2022-11 | Conference paper
DOI: 10.1109/SC41404.2022.00011
OTHER-ID: 1997807
Contributors: Kannan, Ramakrishnan {ramki} (ORCID:0000000258524806); ; Sao, Piyush (ORCID:0000000294325855); ; Lu, Hao ; ; Kurzak, Jakub ; ; Schenk, Gundolf ; ; Shi, Yongmei ; ; Lim, Seung-Hwan (ORCID:0000000194616866); ; Israni, Sharat ; ; Thakkar, Vijay ; ; Cong, Guojing ; et al.
Source: Self-asserted source
Richard Vuduc via DOE OSTI.GOV

Multifidelity DRAM Simulation in SST [Poster]

2022-08 | Conference paper
DOI: 10.2172/2004289
OTHER-ID: 2004289
Contributors: Lavin, Patrick ; ; Lynch, Ryan ; ; Agarwal, Sudanshu ; ; Young, Jeffrey ; ; Vuduc, Richard
Source: Self-asserted source
Richard Vuduc via DOE OSTI.GOV

Multifidelity DRAM Simulation in SST.

2022-08 | Conference paper
DOI: 10.2172/2004261
OTHER-ID: 2004261
Contributors: Lavin, Patrick; ; Lynch, Ryan; ; Young, Jeffrey; ; Vuduc, Richard
Source: Self-asserted source
Richard Vuduc via DOE OSTI.GOV

Jack, The Autotuner

Computing in Science & Engineering
2022-07-01 | Journal article
DOI: 10.1109/MCSE.2022.3212614
Contributors: Richard W. Vuduc
Source: check_circle
Crossref

ORCA: Outlier detection and Robust Clustering for Attributed graphs

Journal of Global Optimization
2021-05 | Journal article
DOI: 10.1007/s10898-021-01024-z
OTHER-ID: 1890351
Contributors: Eswar, Srinivas (ORCID:0000000234187796); ; Kannan, Ramakrishnan (ORCID:0000000258524806); ; Vuduc, Richard ; ; Park, Haesun
Source: Self-asserted source
Richard Vuduc via DOE OSTI.GOV

Distributed-Memory Parallel Symmetric Nonnegative Matrix Factorization

2020-11 | Conference paper
DOI: 10.1109/SC41405.2020.00078
OTHER-ID: 1798617
Contributors: Eswar, Srinivas ; ; Hayashi, Koby ; ; Ballard, Grey ; ; Kannan, Ramakrishnan {ramki} (ORCID:0000000258524806); ; Vuduc, Richard ; ; Park, Haesun
Source: Self-asserted source
Richard Vuduc via DOE OSTI.GOV

Scalable Knowledge Graph Analytics at 136 Petaflop/s

2020-11 | Conference paper
DOI: 10.1109/SC41405.2020.00010
OTHER-ID: 1798621
Contributors: Kannan, Ramakrishnan {ramki} (ORCID:0000000258524806); ; Sao, Piyush (ORCID:0000000294325855); ; Lu, Hao ; ; Herrmannova, Dasha (ORCID:0000000227301546); ; Thakkar, Vijay ; ; Patton, Robert (ORCID:0000000281010571); ; Vuduc, Richard ; ; Potok, Thomas (ORCID:0000000166873435)
Source: Self-asserted source
Richard Vuduc via DOE OSTI.GOV

Programming Strategies for Irregular Algorithms on the Emu Chick

ACM Transactions on Parallel Computing
2020-10 | Journal article
DOI: 10.1145/3418077
OTHER-ID: 1756686
Contributors: Hein, Eric ; ; Eswar, Srinivas ; ; Yasar, Abdurrahman ; ; Li, Jiajia ; ; Young, Jeffrey S. ; ; Conte, Tom ; ; Catalyurek, Umit ; ; Vuduc, Richard ; ; Riedy, Edward J. ; ; Ucar, Bora
Source: Self-asserted source
Richard Vuduc via DOE OSTI.GOV

Scalable Knowledge-Graph Analytics at 136 Petaflop/s

2020-08 | Dataset
DOI: 10.13139/OLCF/1646608
OTHER-ID: 1646608
Contributors: Herrmannova, Drahomira; ; Kannan, Ramakrishnan; ; Sao, Piyush K; ; Lu, Hao; ; Patton, Robert M; ; Potok, Thomas E; ; Thakkar, Vijay; ; Vuduc, Richard W
Source: Self-asserted source
Richard Vuduc via DOE OSTI.GOV

Scalable All-pairs Shortest Paths for Huge Graphs on Multi-GPU Clusters

2020-06 | Conference paper
OTHER-ID: 1814306
Contributors: Sao, Piyush (ORCID:0000000294325855); ; Lu, Hao ; ; Kannan, Ramakrishnan {Ramki} (ORCID:0000000258524806); ; Thakkar, Vijay ; ; Vuduc, Richard ; ; Potok, Thomas (ORCID:0000000166873435)
Source: Self-asserted source
Richard Vuduc via DOE OSTI.GOV

A supernodal all-pairs shortest path algorithm

2020-02 | Conference paper
DOI: 10.1145/3332466.3374533
OTHER-ID: 1648874
Contributors: Sao, Piyush (ORCID:0000000294325855); ; Kannan, Ramakrishnan {ramki} (ORCID:0000000258524806); ; Gera, Prasun ; ; Vuduc, Richard
Source: Self-asserted source
Richard Vuduc via DOE OSTI.GOV

Self-stabilizing Connected Components

2019-11 | Conference paper
DOI: 10.1109/FTXS49593.2019.00011
OTHER-ID: 1649445
Contributors: Sao, Piyush (ORCID:0000000294325855); ; Engelmann, Christian (ORCID:0000000343656416); ; Eswar, Srinivas ; ; Green, Oded ; ; Vuduc, Richard
Source: Self-asserted source
Richard Vuduc via DOE OSTI.GOV

Load-balanced sparse MTTKRP on GPUs

2019-09 | Conference paper
DOI: 10.1109/IPDPS.2019.00023
OTHER-ID: 1862916
Contributors: Nisa, Israt ; ; Li, Jiajia ; ; Sukumaran-Rajan, Aravind ; ; Vuduc, Richard ; ; Sadayappan, Ponnuswamy
Source: Self-asserted source
Richard Vuduc via DOE OSTI.GOV

A communication-avoiding 3D algorithm for sparse LU factorization on heterogeneous systems

Journal of Parallel and Distributed Computing
2019-08 | Journal article
DOI: 10.1016/j.jpdc.2019.03.004
OTHER-ID: 1559632
Contributors: Sao, Piyush (ORCID:0000000294325855); ; Li, Xiaoye Sherry ; ; Vuduc, Richard
Source: Self-asserted source
Richard Vuduc via DOE OSTI.GOV

A communication-avoiding 3D sparse triangular solver

2019-06 | Conference paper
DOI: 10.1145/3330345.3330357
OTHER-ID: 1558528
Contributors: Sao, Piyush (ORCID:0000000294325855); ; Kannan, Ramakrishnan {ramki} (ORCID:0000000258524806); ; Li, Xiaoye Sherry ; ; Vuduc, Richard
Source: Self-asserted source
Richard Vuduc via DOE OSTI.GOV

Efficient and Effective Sparse Tensor Reordering

2019-06 | Conference paper
DOI: 10.1145/3330345.3330366
OTHER-ID: 1574893
Contributors: Li, Jiajia ; ; Ucar, Bora ; ; Catalyurek, Umit ; ; Sun, Jimeng ; ; Barker, Kevin J. ; ; Vuduc, Richard
Source: Self-asserted source
Richard Vuduc via DOE OSTI.GOV

A microbenchmark characterization of the Emu chick

Parallel Computing
2019-05 | Journal article
DOI: 10.1016/j.parco.2019.04.012
OTHER-ID: 1572893
Contributors: Young, Jeffrey S. ; ; Hein, Eric ; ; Eswar, Srinivas ; ; Lavin, Patrick ; ; Li, Jiajia (ORCID:0000000300560326); ; Riedy, Jason (ORCID:0000000243454200); ; Vuduc, Richard ; ; Conte, Tom
Source: Self-asserted source
Richard Vuduc via DOE OSTI.GOV

Accurate, Fast and Scalable Kernel Ridge Regression on Parallel and Distributed Systems

Proceedings of the 2018 International Conference on Supercomputing - ICS '18
2018 | Conference paper
DOI: 10.1145/3205289.3205290
Part of ISBN: 9781450357838
Contributors: Yang You; James Demmel; Cho-Jui Hsieh; Richard Vuduc
Source: Self-asserted source
Richard Vuduc via Crossref Metadata Search
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SUSTain

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining - KDD '18
2018 | Conference paper
DOI: 10.1145/3219819.3219999
Part of ISBN: 9781450355520
Contributors: Ioakeim Perros; Evangelos E. Papalexakis; Haesun Park; Richard Vuduc; Xiaowei Yan; Christopher Defilippi; Walter F. Stewart; Jimeng Sun
Source: Self-asserted source
Richard Vuduc via Crossref Metadata Search

Autotuning in High-Performance Computing Applications

Proceedings of the IEEE
2018-07 | Journal article
DOI: 10.1109/JPROC.2018.2841200
OTHER-ID: 1488544
Contributors: Balaprakash, Prasanna ; ; Dongarra, Jack (ORCID:0000000332471782); ; Gamblin, Todd ; ; Hall, Mary (ORCID:0000000230587573); ; Hollingsworth, Jeffrey K. ; ; Norris, Boyana ; ; Vuduc, Richard
Source: Self-asserted source
Richard Vuduc via DOE OSTI.GOV

A Communication-Avoiding 3D LU Factorization Algorithm for Sparse Matrices

2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS)
2018-05 | Conference paper
DOI: 10.1109/ipdps.2018.00100
Part of ISBN: 9781538643686
Contributors: Piyush Sao; Xiaoye Sherry Li; Richard Vuduc
Source: Self-asserted source
Richard Vuduc via Crossref Metadata Search
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An Energy-Efficient Single-Source Shortest Path Algorithm

2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS)
2018-05 | Conference paper
DOI: 10.1109/ipdps.2018.00117
Part of ISBN: 9781538643686
Contributors: Sara Karamati; Jeffrey Young; Richard Vuduc
Source: Self-asserted source
Richard Vuduc via Crossref Metadata Search

An Initial Characterization of the Emu Chick

2018 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)
2018-05 | Conference paper
DOI: 10.1109/ipdpsw.2018.00097
Part of ISBN: 9781538655559
Contributors: Eric Hein; Tom Conte; Jeffrey Young; Srinivas Eswar; Jiajia Li; Patrick Lavin; Richard Vuduc; Jason Riedy
Source: Self-asserted source
Richard Vuduc via Crossref Metadata Search

Modeling the Power Variability of Core Speed Scaling on Homogeneous Multicore Systems

Scientific Programming
2017 | Journal article
DOI: 10.1155/2017/8686971
Part of ISSN: 1058-9244
Contributors: Zhihui Du; Rong Ge; Victor W. Lee; Richard Vuduc; David A. Bader; Ligang He
Source: Self-asserted source
Richard Vuduc via Crossref Metadata Search

SPARTan

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '17
2017 | Conference paper
DOI: 10.1145/3097983.3098014
Part of ISBN: 9781450348874
Contributors: Ioakeim Perros; Evangelos E. Papalexakis; Fei Wang; Richard Vuduc; Elizabeth Searles; Michael Thompson; Jimeng Sun
Source: Self-asserted source
Richard Vuduc via Crossref Metadata Search

Parallel Tensor Decompositions for Massive Heterogeneous Incomplete Data.

2017-08 | Conference paper
OTHER-ID: 1465080
Contributors: Phipps, Eric T.; ; Kolda, Tamara G.; ; Anderson-Bergman, Clifford Isaac; ; Devine, Karen D.; ; Dunlavy, Daniel; ; Hong, David; ; Vuduc, Richard; ; Li, Jaijai; ; Young, Jeff; ; Ballard, Grey
Source: Self-asserted source
Richard Vuduc via DOE OSTI.GOV

Polyadic Regression and its Application to Chemogenomics

Proceedings of the 2017 SIAM International Conference on Data Mining
2017-06-09 | Other
DOI: 10.1137/1.9781611974973.9
Part of ISBN: 9781611974973
Contributors: Ioakeim Perros; Fei Wang; Ping Zhang; Peter Walker; Richard Vuduc; Jyotishman Pathak; Jimeng Sun
Source: Self-asserted source
Richard Vuduc via Crossref Metadata Search

HPPAC Workshop Introduction

2017 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)
2017-05 | Conference paper
DOI: 10.1109/ipdpsw.2017.182
Part of ISBN: 9781538634080
Contributors: Shuaiwen Leon Song; Richard Vuduc
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Richard Vuduc via Crossref Metadata Search

Model-Driven Sparse CP Decomposition for Higher-Order Tensors

2017 IEEE International Parallel and Distributed Processing Symposium (IPDPS)
2017-05 | Conference paper
DOI: 10.1109/ipdps.2017.80
Part of ISBN: 9781538639146
Contributors: Jiajia Li; Jee Choi; Ioakeim Perros; Jimeng Sun; Richard Vuduc
Source: Self-asserted source
Richard Vuduc via Crossref Metadata Search

A Self-Correcting Connected Components Algorithm

Proceedings of the ACM Workshop on Fault-Tolerance for HPC at Extreme Scale - FTXS '16
2016 | Conference paper
DOI: 10.1145/2909428.2909435
Part of ISBN: 9781450343497
Contributors: Piyush Sao; Oded Green; Chirag Jain; Richard Vuduc
Source: Self-asserted source
Richard Vuduc via Crossref Metadata Search

Optimizing Sparse Tensor Times Matrix on Multi-core and Many-Core Architectures

2016 6th Workshop on Irregular Applications: Architecture and Algorithms (IA3)
2016-11 | Conference paper
DOI: 10.1109/ia3.2016.010
Part of ISBN: 9781509038671
Contributors: Jiajia Li; Yuchen Ma; Chenggang Yan; Richard Vuduc
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Richard Vuduc via Crossref Metadata Search

Analyzing the Energy Efficiency of the Fast Multipole Method Using a DVFS-Aware Energy Model

2016 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)
2016-05 | Conference paper
DOI: 10.1109/ipdpsw.2016.206
Part of ISBN: 9781509036820
Contributors: Jee W. Choi; Richard W. Vuduc
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Richard Vuduc via Crossref Metadata Search

Hybrid Dynamic Trees for Extreme-Resolution 3D Sparse Data Modeling

2016 IEEE International Parallel and Distributed Processing Symposium (IPDPS)
2016-05 | Conference paper
DOI: 10.1109/ipdps.2016.75
Part of ISBN: 9781509021406
Contributors: Mohammad M. Hossain; Thomas M. Tucker; Thomas R. Kurfess; Richard W. Vuduc
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A GPU-parallel construction of volumetric tree

Proceedings of the 5th Workshop on Irregular Applications Architectures and Algorithms - IA3 '15
2015 | Conference paper
DOI: 10.1145/2833179.2833191
Part of ISBN: 9781450340014
Contributors: Mohammad M. Hossain; Thomas M. Tucker; Thomas R. Kurfess; Richard W. Vuduc
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Richard Vuduc via Crossref Metadata Search

Branch-Avoiding Graph Algorithms

Proceedings of the 27th ACM on Symposium on Parallelism in Algorithms and Architectures - SPAA '15
2015 | Conference paper
DOI: 10.1145/2755573.2755580
Part of ISBN: 9781450335881
Contributors: Oded Green; Marat Dukhan; Richard Vuduc
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Richard Vuduc via Crossref Metadata Search

GraSP: distributed streaming graph partitioning

1st High Performance Graph Mining workshop
2015 | Conference paper
DOI: 10.5821/hpgm15.3
Contributors: Casey Battaglino; Pienta Pienta; Richard Vuduc
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Richard Vuduc via Crossref Metadata Search

Sparse Hierarchical Tucker Factorization and Its Application to Healthcare

2015 IEEE International Conference on Data Mining
2015-11 | Conference paper
DOI: 10.1109/icdm.2015.29
Part of ISBN: 9781467395045
Contributors: Ioakeim Perros; Robert Chen; Richard Vuduc; Jimeng Sun
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Richard Vuduc via Crossref Metadata Search

A Sparse Direct Solver for Distributed Memory Xeon Phi-Accelerated Systems

2015 IEEE International Parallel and Distributed Processing Symposium
2015-05 | Conference paper
DOI: 10.1109/ipdps.2015.104
Part of ISBN: 9781479986491
Contributors: Piyush Sao; Xing Liu; Richard Vuduc; Xiaoye Li
Source: Self-asserted source
Richard Vuduc via Crossref Metadata Search

CA-SVM: Communication-Avoiding Support Vector Machines on Distributed Systems

2015 IEEE International Parallel and Distributed Processing Symposium
2015-05 | Conference paper
DOI: 10.1109/ipdps.2015.117
Part of ISBN: 9781479986491
Contributors: Yang You; James Demmel; Kenneth Czechowski; Le Song; Richard Vuduc
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A CPU

Proceedings of Workshop on General Purpose Processing Using GPUs - GPGPU-7
2014 | Conference paper
DOI: 10.1145/2588768.2576787
Part of ISBN: 9781450327664
Contributors: Jee Choi; Aparna Chandramowlishwaran; Kamesh Madduri; Richard Vuduc
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A Distributed CPU-GPU Sparse Direct Solver

Euro-Par 2014 Parallel Processing
2014 | Other
DOI: 10.1007/978-3-319-09873-9_41
Part of ISBN: 9783319098722
Part of ISSN: 0302-9743
Contributors: Piyush Sao; Richard Vuduc; Xiaoye Sherry Li
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Methods for High-Throughput Computation of Elementary Functions

Parallel Processing and Applied Mathematics
2014 | Other
DOI: 10.1007/978-3-642-55224-3_9
Part of ISBN: 9783642552236
Part of ISSN: 0302-9743
Contributors: Marat Dukhan; Richard Vuduc
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Improving the energy efficiency of Big Cores

2014 ACM/IEEE 41st International Symposium on Computer Architecture (ISCA)
2014-06 | Conference paper
DOI: 10.1109/isca.2014.6853219
Part of ISBN: 9781479943944
Contributors: Kenneth Czechowski; Victor W. Lee; Ed Grochowski; Ronny Ronen; Ronak Singhal; Richard Vuduc; Pradeep Dubey
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Algorithmic Time, Energy, and Power on Candidate HPC Compute Building Blocks

2014 IEEE 28th International Parallel and Distributed Processing Symposium
2014-05 | Conference paper
DOI: 10.1109/ipdps.2014.54
Part of ISBN: 9781479938001
Contributors: Jee Choi; Marat Dukhan; Xing Liu; Richard Vuduc
Source: Self-asserted source
Richard Vuduc via Crossref Metadata Search

A Brief History and Introduction to GPGPU

Modern Accelerator Technologies for Geographic Information Science
2013 | Other
DOI: 10.1007/978-1-4614-8745-6_2
Part of ISBN: 9781461487449
Contributors: Richard Vuduc; Jee Choi
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Richard Vuduc via Crossref Metadata Search
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