Concepedia

Parallel Sparse Linear Algebra

Parallel Sparse Linear Algebra is a computational framework that enables the distributed execution of linear algebra operations on sparse matrices through parallel processing techniques, distinguishing itself by optimizing scalability and efficiency in high-performance computing environments.

780

Publications

40.9K

Citations

1.5K

Authors

457

Institutions

Publications per year

2017–2026

110

Parents

Publications

780

METIS: A Software Package for Partitioning Unstructured Graphs, Partitioning Meshes, and Computing Fill-Reducing Orderings of Sparse Matrices

George Karypis, Vipin Kumar · University of Minnesota Digital Conservancy (University of Minnesota) · 1997 · 1.2K citations · Full text

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Implementing sparse matrix-vector multiplication on throughput-oriented processors

Nathan Bell, Michael Garland · 2009 · 896 citations

, , +17

Benchmarking GPUs to tune dense linear algebra

В. М. Волков, James Demmel · 2008 · 726 citations

, , +17

Parallel Preconditioning with Sparse Approximate Inverses

Marcus J. Grote, Thomas Huckle · SIAM Journal on Scientific Computing · 1997 · 602 citations · Full text

, , +16

Hypergraph-partitioning-based decomposition for parallel sparse-matrix vector multiplication

Ümit V. Çatalyürek, Cevdet Aykanat · IEEE Transactions on Parallel and Distributed Systems · 1999 · 568 citations

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1–5 of 780

Authors

1.5K

  1. JD
    Jack Dongarra

    University of Tennessee at Knoxville, United States

    37 publications · 1.9K citations

    21

    h-index

  2. JD
    James Demmel

    University of California, Berkeley, United States

    19 publications · 2.9K citations

    18

    h-index

  3. ID
    Iain Duff

    Rutherford Appleton Laboratory, United Kingdom

    16 publications · 831 citations

    14

    h-index

  4. RA
    Robert A. Geijn

    The University of Texas at Austin, United States

    15 publications · 1.6K citations

    13

    h-index

  5. WL
    Weifeng Liu

    China University of Petroleum, Beijing, China

    12 publications · 748 citations

    12

    h-index

1–5 of 1.5K

Institutions

457

  1. University of Tennessee at Knoxville

    Knoxville, United States

    22 h-index

    87 publications

    6K citations

  2. Oak Ridge National Laboratory

    Oak Ridge, United States

    19 h-index

    43 publications

    3K citations

  3. University of Illinois Urbana-Champaign

    Urbana, United States

    19 h-index

    57 publications

    2.4K citations

  4. University of California, Berkeley

    Berkeley, United States

    19 h-index

    35 publications

    5.8K citations

  5. The University of Texas at Austin

    Austin, United States

    18 h-index

    54 publications

    4.3K citations

  6. Lawrence Berkeley National Laboratory

    Berkeley, United States

    16 h-index

    33 publications

    1.8K citations

  7. Rutherford Appleton Laboratory

    Didcot, United Kingdom

    15 h-index

    27 publications

    1.2K citations

  8. University of Manchester

    Manchester, United Kingdom

    15 h-index

    17 publications

    800 citations

1–8 of 457

Venues

  1. SIAM Journal on Scientific Computing

    34 publications · 3.3K citations

    28

    h-index

  2. Parallel Computing

    76 publications · 3K citations

    28

    h-index

  3. ACM Transactions on Mathematical Software

    TOMS · 30 publications · 2.2K citations

    22

    h-index

  4. Journal of Parallel and Distributed Computing

    19 publications · 1.5K citations

    15

    h-index

  5. arXiv (Cornell University)

    Repository · 14 publications · 398 citations

    11

    h-index

1–5