Concepedia

Data-parallel Algorithms

Data-Parallel Algorithms is a class of parallel algorithms in which the same operation is applied simultaneously to elements of a data set, distinguished by their reliance on data decomposition and synchronized execution across multiple processing units to achieve scalability in algorithm design.

396

Publications

21.7K

Citations

1.1K

Authors

381

Institutions

Publications per year

2017–2026

53

Parents

Publications

396

Parallel Data, Tools and Interfaces in OPUS

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

, , +9

Data parallel algorithms

W. Daniel Hillis, Guy L. Steele · Communications of the ACM · 1986 · 891 citations · Full text

, , +14

Map-reduce-merge

Hung‐Chih Yang, Ali Dasdan, Ruey-Lung Hsiao et al. · 2007 · 717 citations

, , +15

GraphX

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

, , +12

Parallel data processing with MapReduce

Kyong-Ha Lee, Yoon-Joon Lee, Hyun‐Sik Choi et al. · ACM SIGMOD Record · 2012 · 555 citations

, , +15

1–5 of 396

Authors

1.1K

  1. RS
    Robert Schreiber

    Hewlett-Packard (United States), United States

    7 publications · 437 citations

    7

    h-index

  2. GF
    Geoffrey Fox

    Indiana University Bloomington, United States

    7 publications · 629 citations

    7

    h-index

  3. SC
    Siddhartha Chatterjee

    Carnegie Mellon University, United States

    7 publications · 646 citations

    7

    h-index

  4. SL
    S. Lennart Johnsson

    Yale University, United States

    6 publications · 163 citations

    6

    h-index

  5. GE
    Guy E. Blelloch

    Carnegie Mellon University, United States

    5 publications · 645 citations

    5

    h-index

1–5 of 1.1K

Institutions

381

  1. Syracuse University

    Syracuse, United States

    8 h-index

    20 publications

    626 citations

  2. Ames Research Center

    Mountain View, United States

    8 h-index

    26 publications

    2.4K citations

  3. Microsoft (United States)

    Redmond, United States

    8 h-index

    13 publications

    729 citations

  4. University of California, Berkeley

    Berkeley, United States

    7 h-index

    17 publications

    3.7K citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    7 h-index

    29 publications

    2.7K citations

  6. Rice University

    Houston, United States

    7 h-index

    28 publications

    1.2K citations

  7. Chinese Academy of Sciences

    Beijing, China

    7 h-index

    20 publications

    724 citations

  8. University of Illinois Urbana-Champaign

    Urbana, United States

    7 h-index

    9 publications

    231 citations

1–8 of 381

Venues

  1. Journal of Parallel and Distributed Computing

    18 publications · 895 citations

    13

    h-index

  2. IEEE Transactions on Parallel and Distributed Systems

    TPDS · 10 publications · 811 citations

    10

    h-index

  3. arXiv (Cornell University)

    Repository · 9 publications · 249 citations

    9

    h-index

  4. The Journal of Supercomputing

    7 publications · 222 citations

    7

    h-index

  5. ACM SIGPLAN Notices

    5 publications · 102 citations

    5

    h-index

1–5