Concepedia

Data Parallel Execution

Data Parallel Execution is a computational paradigm in GPU architecture where a single instruction is simultaneously applied to multiple data elements across parallel processing units, enabling high-throughput execution by exploiting fine-grained data-level concurrency.

619

Publications

31.2K

Citations

2.2K

Authors

638

Institutions

Publications per year

2017–2026

137

Parents

Publications

619

Dryad

Michael Isard, Mihai Budiu, Yuan Yu et al. · 2007 · 2.5K citations

, , +15

Parallel Data, Tools and Interfaces in OPUS

Jörg Tiedemann · Language Resources and Evaluation · 2012 · 1.3K citations

, , +9

Dask: Parallel Computation with Blocked algorithms and Task Scheduling

Matthew Rocklin · Proceedings of the Python in Science Conferences · 2015 · 810 citations · Full text

, , +17

DryadLINQ: a system for general-purpose distributed data-parallel computing using a high-level language

Yuan Yu, Michael Isard, Dennis Fetterly et al. · 2008 · 702 citations

, , +17

GraphX

Reynold Xin, Joseph E. Gonzalez, Michael J. Franklin et al. · 2013 · 583 citations

, , +12

1–5 of 619

Authors

2.2K

  1. MG
    Michael Garland

    University of Illinois Urbana-Champaign, United States

    6 publications · 983 citations

    6

    h-index

  2. DK
    Dhabaleswar K. Panda

    The Ohio State University, United States

    5 publications · 269 citations

    5

    h-index

  3. AM
    Andreas Moshovos

    University of Toronto, Canada

    5 publications · 415 citations

    5

    h-index

  4. NK
    Naga K. Govindaraju

    University of North Carolina at Chapel Hill, United States

    5 publications · 507 citations

    5

    h-index

  5. BH
    Bingsheng He

    National University of Singapore, Singapore

    5 publications · 496 citations

    5

    h-index

1–5 of 2.2K

Institutions

638

  1. University of California San Diego

    San Diego, United States

    14 h-index

    42 publications

    2.3K citations

  2. The Ohio State University

    Columbus, United States

    12 h-index

    47 publications

    2.1K citations

  3. Nvidia (United States)

    Santa Clara, United States

    12 h-index

    27 publications

    2.9K citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    11 h-index

    32 publications

    1.6K citations

  5. The University of Texas at Austin

    Austin, United States

    11 h-index

    16 publications

    787 citations

  6. Lawrence Berkeley National Laboratory

    Berkeley, United States

    11 h-index

    36 publications

    1.4K citations

  7. Argonne National Laboratory

    Lemont, United States

    11 h-index

    33 publications

    619 citations

  8. Microsoft (United States)

    Redmond, United States

    10 h-index

    23 publications

    2.4K citations

1–8 of 638

Venues

  1. Journal of Parallel and Distributed Computing

    16 publications · 514 citations

    12

    h-index

  2. IEEE Transactions on Parallel and Distributed Systems

    TPDS · 9 publications · 427 citations

    9

    h-index

  3. The Journal of Supercomputing

    9 publications · 193 citations

    9

    h-index

  4. ACM SIGPLAN Notices

    8 publications · 177 citations

    8

    h-index

  5. Proceedings of the VLDB Endowment

    PVLDB · 7 publications · 231 citations

    7

    h-index

1–5