Concepedia

Distributed Gpu Computing

Distributed GPU Computing is a computational paradigm that coordinates multiple GPU devices across interconnected computing nodes to collaboratively execute large-scale parallel workloads, distinguished from localized or single-node GPU computing by its reliance on networked communication and data distribution mechanisms.

91

Publications

4.4K

Citations

356

Authors

125

Institutions

Publications per year

2017–2026

44

Variants

Distributed Graphics Processing Unit Computing

Parents

Publications

91

Scalable distributed DNN training using commodity GPU cloud computing

Nikko Ström · 2015 · 547 citations

, , +17

Horovod: fast and easy distributed deep learning in TensorFlow

Alexander Sergeev, Mike Del Balso · arXiv (Cornell University) · 2018 · 522 citations · Full text

, , +16

GeePS

Henggang Cui, Hao Zhang, Gregory R. Ganger et al. · 2016 · 304 citations · Full text

, , +17

GPU clusters for high-performance computing

Volodymyr Kindratenko, Jeremy Enos, Guochun Shi et al. · 2009 · 222 citations

, , +17

Tiresias: A {GPU} Cluster Manager for Distributed Deep Learning

Juncheng Gu, Mosharaf Chowdhury, Kang G. Shin et al. · Scholarworks@UNIST (Ulsan National Institute of Science and Technology) · 2019 · 169 citations

, , +14

1–5 of 91

Authors

356

  1. MS
    Mingming Sun

    Baidu (China), China

    2 publications · 86 citations

    2

    h-index

  2. MS
    Mark Silberstein

    Technion – Israel Institute of Technology, Israel

    2 publications · 114 citations

    2

    h-index

  3. XZ
    Xinya Zhang

    South China University of Technology, China

    2 publications · 114 citations

    2

    h-index

  4. EP
    Eric P. Xing

    Carnegie Mellon University, United States

    2 publications · 347 citations

    2

    h-index

  5. MB
    Mauro Bisson

    Nvidia (United States), United States

    2 publications · 50 citations

    2

    h-index

1–5 of 356

Institutions

125

  1. The University of Texas at Austin

    Austin, United States

    5 h-index

    24 publications

    844 citations

  2. Brookhaven National Laboratory

    Upton, United States

    4 h-index

    18 publications

    390 citations

  3. The Ohio State University

    Columbus, United States

    3 h-index

    10 publications

    198 citations

  4. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    10 publications

    161 citations

  5. University of Michigan

    Ann Arbor, United States

    2 h-index

    4 publications

    524 citations

  6. Universitat Politècnica de Catalunya

    Barcelona, Spain

    2 h-index

    11 publications

    373 citations

  7. University of Stuttgart

    Stuttgart, Germany

    2 h-index

    7 publications

    148 citations

  8. Southern University of Science and Technology

    Shenzhen, China

    2 h-index

    4 publications

    194 citations

1–8 of 125

Venues

  1. arXiv (Cornell University)

    Repository · 9 publications · 786 citations

    9

    h-index

  2. Computer Graphics Forum

    2 publications · 31 citations

    2

    h-index

  3. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 2 publications · 38 citations

    2

    h-index

  4. Computing in Science & Engineering

    2 publications · 32 citations

    2

    h-index

  5. Journal of Parallel and Distributed Computing

    2 publications · 33 citations

    2

    h-index

1–5