Výsledky vyhľadávania - 1D SpGEMM algorithm

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  1. 1

    A Sparsity-Aware Distributed-Memory Algorithm for Sparse-Sparse Matrix Multiplication Autor Hong, Yuxi, Buluc, Aydin

    Vydavateľské údaje: IEEE 17.11.2024
    “… Here, we present a distributed-memory 1D SpGEMM algorithm and implementation. It uses MPI RDMA operations to mitigate the cost of packing/unpacking submatrices…”
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    Konferenčný príspevok..
  2. 2

    Cartesian Partitioning Models for 2D and 3D Parallel SpGEMM Algorithms Autor Demirci, Gunduz Vehbi, Aykanat, Cevdet

    ISSN: 1045-9219, 1558-2183
    Vydavateľské údaje: New York IEEE 01.12.2020
    “…). Parallel SpGEMM algorithms are classified under one-dimensional (1D), 2D, and 3D categories denoting the number of dimensions by which the 3D sparse workcube representing the iteration space of SpGEMM is partitioned…”
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    Journal Article
  3. 3

    Simultaneous Input and Output Matrix Partitioning for Outer-Product--Parallel Sparse Matrix-Matrix Multiplication Autor Akbudak, Kadir, Aykanat, Cevdet

    ISSN: 1064-8275, 1095-7197
    Vydavateľské údaje: 01.01.2014
    Vydané v SIAM journal on scientific computing (01.01.2014)
    “… This partitioning scheme induces a two-phase parallel SpGEMM algorithm, where communication-free local SpGEMM computations constitute the first phase and the multiple single-node-accumulation…”
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    Journal Article
  4. 4
  5. 5

    A sparsity-aware distributed-memory algorithm for sparse-sparse matrix multiplication Autor Hong, Yuxi, Aydin Buluc

    ISSN: 2331-8422
    Vydavateľské údaje: Ithaca Cornell University Library, arXiv.org 26.08.2024
    Vydané v arXiv.org (26.08.2024)
    “… Here, we present a distributed-memory 1D SpGEMM algorithm and implementation. It uses MPI RDMA operations to mitigate the cost of packing/unpacking submatrices…”
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    Paper
  6. 6

    Distributed-Memory Parallel Algorithms for Sparse Matrix and Sparse Tall-and-Skinny Matrix Multiplication Autor Ranawaka, Isuru, Hussain, Md Taufique, Block, Charles, Gerogiannis, Gerasimos, Torrellas, Josep, Azad, Ariful

    ISSN: 2331-8422
    Vydavateľské údaje: Ithaca Cornell University Library, arXiv.org 21.08.2024
    Vydané v arXiv.org (21.08.2024)
    “… Unfortunately, popular distributed algorithms like sparse SUMMA deliver suboptimal performance for TS-SpGEMM…”
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  7. 7

    Hypergraph Partitioning for Sparse Matrix-Matrix Multiplication Autor Ballard, Grey, Druinsky, Alex, Knight, Nicholas, Schwartz, Oded

    ISSN: 2331-8422
    Vydavateľské údaje: Ithaca Cornell University Library, arXiv.org 17.03.2016
    Vydané v arXiv.org (17.03.2016)
    “…We propose a fine-grained hypergraph model for sparse matrix-matrix multiplication (SpGEMM…”
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    Paper