Concepedia

Parallel Matrix Decomposition

Parallel Matrix Decomposition is a computational method in numerical linear algebra that factorizes a matrix into constituent components using parallel algorithms to distribute and synchronize operations across multiple processing units for improved efficiency and scalability.

207

Publications

8.7K

Citations

447

Authors

234

Institutions

Publications per year

2017–2026

21

Parents

Publications

207

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

, , +17

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

, , +17

Symmetric Nonnegative Matrix Factorization: Algorithms and Applications to Probabilistic Clustering

Zhaoshui He, Shengli Xie, Rafał Zdunek et al. · IEEE Transactions on Neural Networks · 2011 · 209 citations

, , +13

Blind Identification of Underdetermined Mixtures by Simultaneous Matrix Diagonalization

Lieven De Lathauwer, J. Castaing · IEEE Transactions on Signal Processing · 2008 · 199 citations

, , +15

A massively parallel tensor contraction framework for coupled-cluster computations

Edgar Solomonik, Devin A. Matthews, Jeff R. Hammond et al. · Journal of Parallel and Distributed Computing · 2014 · 193 citations

, , +14

1–5 of 207

Authors

447

  1. JD
    Jack Dongarra

    University of Tennessee at Knoxville, United States

    8 publications · 301 citations

    8

    h-index

  2. GS
    Gesualdo Scutari

    Sapienza University of Rome, Italy

    4 publications · 115 citations

    4

    h-index

  3. FF
    Francisco Facchinei

    Sapienza University of Rome, Italy

    4 publications · 115 citations

    4

    h-index

  4. MV
    Marián Vajteršic

    Slovak Academy of Sciences, Slovakia

    4 publications · 118 citations

    4

    h-index

  5. GO
    Gabriel Okša

    Slovak Academy of Sciences, Slovakia

    4 publications · 118 citations

    4

    h-index

1–5 of 447

Institutions

234

  1. Oak Ridge National Laboratory

    Oak Ridge, United States

    10 h-index

    20 publications

    653 citations

  2. University of Tennessee at Knoxville

    Knoxville, United States

    9 h-index

    16 publications

    505 citations

  3. University of Illinois Urbana-Champaign

    Urbana, United States

    6 h-index

    9 publications

    267 citations

  4. The University of Tokyo

    Tokyo, Japan

    5 h-index

    7 publications

    459 citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    5 h-index

    10 publications

    420 citations

  6. Sapienza University of Rome

    Rome, Italy

    5 h-index

    9 publications

    195 citations

  7. Argonne National Laboratory

    Lemont, United States

    5 h-index

    6 publications

    475 citations

  8. University of Toronto

    Toronto, Canada

    4 h-index

    4 publications

    109 citations

1–8 of 234

Venues

  1. Parallel Computing

    24 publications · 747 citations

    16

    h-index

  2. Journal of Parallel and Distributed Computing

    7 publications · 362 citations

    7

    h-index

  3. IEEE Transactions on Parallel and Distributed Systems

    TPDS · 6 publications · 658 citations

    6

    h-index

  4. SIAM Journal on Scientific Computing

    5 publications · 152 citations

    5

    h-index

  5. arXiv (Cornell University)

    Repository · 4 publications · 59 citations

    4

    h-index

1–5