Concepedia

Distributed Data Processing

Distributed Data Processing is a data processing paradigm that involves the execution of computational tasks across multiple interconnected nodes or systems to manage, transform, and analyze large-scale datasets in parallel, distinguished from centralized approaches by its reliance on partitioned data and coordinated distributed algorithms.

8.5K

Publications

549K

Citations

26.1K

Authors

3.4K

Institutions

Publications per year

2017–2026

2.4K

Parents

Children

Publications

8.5K

MapReduce

Sanjay Ghemawat · Communications of the ACM · 2008 · 18.5K citations · Full text

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TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems

Martı́n Abadi, Ashish Agarwal, Paul Barham et al. · arXiv (Cornell University) · 2016 · 9.8K citations · Full text

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Federated Learning: Challenges, Methods, and Future Directions

IEEE Signal Processing Magazine · 2020 · 4.6K citations · Full text

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Spark: cluster computing with working sets

Matei Zaharia, Mosharaf Chowdhury, Michael J. Franklin et al. · 2010 · 4.2K citations

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IPython: A System for Interactive Scientific Computing

Fernando Pérez, Brian Granger · Computing in Science & Engineering · 2007 · 4.2K citations

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1–5 of 8.5K

Authors

26.1K

  1. IS
    Ion Stoica

    University of California, Berkeley, United States

    41 publications · 19.7K citations

    35

    h-index

  2. IF
    Ian Foster

    Argonne National Laboratory, United States

    61 publications · 12.8K citations

    32

    h-index

  3. DK
    Dhabaleswar K. Panda

    The Ohio State University, United States

    46 publications · 2K citations

    24

    h-index

  4. FH
    Francisco Herrera

    Universidad de Granada, Spain

    26 publications · 3.3K citations

    22

    h-index

  5. GF
    Geoffrey Fox

    Indiana University Bloomington, United States

    32 publications · 2.6K citations

    21

    h-index

1–5 of 26.1K

Institutions

3.4K

  1. University of California, Berkeley

    Berkeley, United States

    74 h-index

    430 publications

    160.7K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    61 h-index

    338 publications

    74.7K citations

  3. Microsoft (United States)

    Redmond, United States

    50 h-index

    314 publications

    31.2K citations

  4. Argonne National Laboratory

    Lemont, United States

    48 h-index

    431 publications

    45.9K citations

  5. Stanford University

    Stanford, United States

    47 h-index

    180 publications

    26.3K citations

  6. Google (United States)

    Mountain View, United States

    44 h-index

    223 publications

    62.5K citations

  7. University of Wisconsin–Madison

    Madison, United States

    42 h-index

    226 publications

    20.3K citations

  8. University of Illinois Urbana-Champaign

    Urbana, United States

    42 h-index

    263 publications

    16K citations

1–8 of 3.4K

Venues

  1. Proceedings of the VLDB Endowment

    PVLDB · 198 publications · 18.4K citations

    70

    h-index

  2. arXiv (Cornell University)

    Repository · 272 publications · 27.7K citations

    57

    h-index

  3. Future Generation Computer Systems

    FGCS · 140 publications · 7.4K citations

    44

    h-index

  4. IEEE Transactions on Parallel and Distributed Systems

    TPDS · 101 publications · 5.9K citations

    42

    h-index

  5. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 59 publications · 2.6K citations

    31

    h-index

1–5