Concepedia

Distributed Linear Algebra

Distributed Linear Algebra is a computational framework within distributed memory parallelism that enables the scalable execution of linear algebra operations across multiple processing units by partitioning matrices and vectors and coordinating computations through message passing.

295

Publications

17.6K

Citations

642

Authors

257

Institutions

Publications per year

2017–2026

110

Parents

Publications

295

A Fully Asynchronous Multifrontal Solver Using Distributed Dynamic Scheduling

Patrick Amestoy, Iain Duff, Jean-Yves L’Excellent et al. · SIAM Journal on Matrix Analysis and Applications · 2001 · 2.2K citations

, , +17

Multifrontal parallel distributed symmetric and unsymmetric solvers

Patrick Amestoy, I. S. Duff, J.-Y. L'Excellent · Computer Methods in Applied Mechanics and Engineering · 2000 · 930 citations

, , +12

Large-scale matrix factorization with distributed stochastic gradient descent

Rainer Gemulla, Erik Nijkamp, Peter J. Haas et al. · 2011 · 619 citations

, , +16

Polynomial codes: an optimal design for high-dimensional coded matrix multiplication

Qian Yu, Mohammad Ali Maddah-Ali, A. Salman Avestimehr · arXiv (Cornell University) · 2017 · 367 citations · Full text

, , +16

ScaLAPACK

L. S. Blackford, Jaeyoung Choi, Andrew Cleary et al. · 1996 · 329 citations

, , +17

1–5 of 295

Authors

642

  1. JD
    Jack Dongarra

    University of Tennessee at Knoxville, United States

    13 publications · 1.4K citations

    12

    h-index

  2. DW
    David Walker

    Cardiff University, United Kingdom

    10 publications · 1.3K citations

    10

    h-index

  3. SM
    Shaoshuai Mou

    Purdue University West Lafayette, United States

    10 publications · 710 citations

    10

    h-index

  4. AS
    A. Stephen Morse

    Yale University, United States

    10 publications · 693 citations

    10

    h-index

  5. JD
    James Demmel

    University of California, Berkeley, United States

    10 publications · 1K citations

    10

    h-index

1–5 of 642

Institutions

257

  1. Yale University

    New Haven, United States

    12 h-index

    28 publications

    1.9K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    12 h-index

    32 publications

    1.7K citations

  3. University of California, Berkeley

    Berkeley, United States

    12 h-index

    26 publications

    3.4K citations

  4. University of Southern California

    Los Angeles, United States

    9 h-index

    18 publications

    1.8K citations

  5. Purdue University West Lafayette

    West Lafayette, United States

    9 h-index

    14 publications

    1.6K citations

  6. University of Illinois Urbana-Champaign

    Urbana, United States

    8 h-index

    18 publications

    652 citations

  7. Seoul National University

    Seoul, South Korea

    7 h-index

    12 publications

    640 citations

  8. Iowa State University

    Ames, United States

    7 h-index

    16 publications

    439 citations

1–8 of 257

Venues

  1. arXiv (Cornell University)

    Repository · 23 publications · 945 citations

    15

    h-index

  2. IEEE Transactions on Information Theory

    10 publications · 740 citations

    10

    h-index

  3. Parallel Computing

    7 publications · 367 citations

    7

    h-index

  4. Journal of Parallel and Distributed Computing

    6 publications · 372 citations

    6

    h-index

  5. IEEE Transactions on Automatic Control

    6 publications · 525 citations

    6

    h-index

1–5