Concepedia

Communication Minimization

Communication Minimization is a computational optimization strategy that belongs to the class of data locality techniques, distinguished by its focus on reducing the volume or frequency of data transfers between processing units and memory hierarchies to enhance system performance and energy efficiency.

78

Publications

3.2K

Citations

228

Authors

108

Institutions

Publications per year

2017–2026

20

Parents

Publications

78

A Two-Dimensional Data Distribution Method for Parallel Sparse Matrix-Vector Multiplication

Brendan Vastenhouw, Rob H. Bisseling · SIAM Review · 2005 · 263 citations · Full text

, , +17

Communication-efficient algorithms for statistical optimization

Yuchen Zhang, John C. Duchi, Martin J. Wainwright · Journal of Machine Learning Research · 2013 · 213 citations

, , +15

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

Blocking and array contraction across arbitrarily nested loops using affine partitioning

Amy W. Lim, Shih-Wei Liao, Monica S. Lam · 2001 · 141 citations

, , +16

Global Communication and Memory Optimizing Transformations for Low Power Systems

Sven Wuytack, Francky Catthoor, F. Franssen et al. · 1994 · 102 citations

, , +16

1–5 of 78

Authors

228

  1. JD
    James Demmel

    University of California, Berkeley, United States

    5 publications · 215 citations

    5

    h-index

  2. JR
    J. Ramanujam

    Louisiana State University, United States

    4 publications · 122 citations

    4

    h-index

  3. MK
    Mahmut Kandemir

    Pennsylvania State University, United States

    4 publications · 92 citations

    4

    h-index

  4. AC
    Alok Choudhary

    Northwestern University, United States

    3 publications · 99 citations

    3

    h-index

  5. LG
    Laura Grigori

    Institut national de recherche en sciences et technologies du numérique, France

    3 publications · 151 citations

    3

    h-index

1–5 of 228

Institutions

108

  1. University of California, Berkeley

    Berkeley, United States

    6 h-index

    15 publications

    1.2K citations

  2. Massachusetts Institute of Technology

    Cambridge, United States

    4 h-index

    12 publications

    439 citations

  3. Louisiana State University

    Baton Rouge, United States

    4 h-index

    4 publications

    122 citations

  4. Tsinghua University

    Beijing, China

    4 h-index

    13 publications

    658 citations

  5. Stanford University

    Stanford, United States

    3 h-index

    9 publications

    537 citations

  6. Pennsylvania State University

    State College, United States

    3 h-index

    7 publications

    127 citations

  7. Stony Brook University

    Stony Brook, United States

    3 h-index

    3 publications

    164 citations

  8. The Ohio State University

    Columbus, United States

    3 h-index

    11 publications

    302 citations

1–8 of 108

Venues

  1. IEEE Transactions on Parallel and Distributed Systems

    TPDS · 6 publications · 174 citations

    6

    h-index

  2. arXiv (Cornell University)

    Repository · 6 publications · 165 citations

    6

    h-index

  3. Journal of Parallel and Distributed Computing

    3 publications · 243 citations

    3

    h-index

  4. IEEE Transactions on Vehicular Technology

    1 publications · 20 citations

    1

    h-index

  5. 1

    h-index

1–5