Concepedia

Reduce Communication

Reduce Communication is a methodological contribution in distributed computing that minimizes the volume or frequency of data exchange between processing nodes while preserving the correctness and convergence of collective operations.

67

Publications

4.4K

Citations

166

Authors

81

Institutions

Publications per year

2017–2026

32

Parents

Publications

67

Speeding Up Distributed Machine Learning Using Codes

Kangwook Lee, Maximilian Lam, Ramtin Pedarsani et al. · IEEE Transactions on Information Theory · 2017 · 866 citations · Full text

, , +16

A Fundamental Tradeoff Between Computation and Communication in Distributed Computing

Songze Li, Mohammad Ali Maddah-Ali, Qian Yu et al. · IEEE Transactions on Information Theory · 2017 · 474 citations

, , +16

Data optimization: Allocation of arrays to reduce communication on SIMD machines

Kathleen Knobe, Joan D. Lukas, Guy L. Steele · Journal of Parallel and Distributed Computing · 1990 · 208 citations

, , +14

Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication

Anastasia Koloskova, Sebastian U. Stich, Martin Jaggi · arXiv (Cornell University) · 2019 · 185 citations · Full text

, , +15

A Unified Coding Framework for Distributed Computing with Straggling Servers

Songze Li, Mohammad Ali Maddah-Ali, A. Salman Avestimehr · 2016 · 182 citations

, , +14

1–5 of 67

Authors

166

  1. SL
    Songze Li

    University of Southern California, United States

    11 publications · 1.1K citations

    11

    h-index

  2. AS
    A. Salman Avestimehr

    University of Southern California, United States

    10 publications · 1.1K citations

    10

    h-index

  3. MA
    Mohammad Ali Maddah-Ali

    University of Southern California, United States

    10 publications · 1.1K citations

    10

    h-index

  4. RP
    Ramtin Pedarsani

    University of California, Santa Barbara, United States

    3 publications · 1K citations

    3

    h-index

  5. RC
    Rong‐Rong Chen

    University of Utah, United States

    3 publications · 83 citations

    3

    h-index

1–5 of 166

Institutions

81

  1. University of Southern California

    Los Angeles, United States

    12 h-index

    30 publications

    2.9K citations

  2. Nokia (United States)

    Coppell, United States

    4 h-index

    4 publications

    322 citations

  3. Sharif University of Technology

    Tehran, Iran

    3 h-index

    3 publications

    514 citations

  4. University of Utah

    Salt Lake City, United States

    3 h-index

    9 publications

    249 citations

  5. University of California, Berkeley

    Berkeley, United States

    3 h-index

    12 publications

    2.6K citations

  6. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    3 h-index

    7 publications

    621 citations

  7. University of California, Santa Barbara

    Santa Barbara, United States

    3 h-index

    5 publications

    976 citations

  8. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    2 h-index

    2 publications

    283 citations

1–8 of 81

Venues

  1. arXiv (Cornell University)

    Repository · 10 publications · 654 citations

    10

    h-index

  2. IEEE Transactions on Information Theory

    3 publications · 1.4K citations

    3

    h-index

  3. IEEE Transactions on Communications

    3 publications · 42 citations

    3

    h-index

  4. Journal of Parallel and Distributed Computing

    2 publications · 220 citations

    2

    h-index

  5. IEEE Transactions on Parallel and Distributed Systems

    TPDS · 2 publications · 95 citations

    2

    h-index

1–5