Search Results - 1D SpGEMM algorithm

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  1. 1
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    A Sparsity-Aware Distributed-Memory Algorithm for Sparse-Sparse Matrix Multiplication by Hong, Yuxi, Buluc, Aydin

    Published: 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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  2. 2
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    Cartesian Partitioning Models for 2D and 3D Parallel SpGEMM Algorithms by Demirci, Gunduz Vehbi, Aykanat, Cevdet

    ISSN: 1045-9219, 1558-2183
    Published: 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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  3. 3
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    Simultaneous Input and Output Matrix Partitioning for Outer-Product--Parallel Sparse Matrix-Matrix Multiplication by Akbudak, Kadir, Aykanat, Cevdet

    ISSN: 1064-8275, 1095-7197
    Published: 01.01.2014
    Published in 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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  4. 4
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    Distributed-Memory Parallel Algorithms for Sparse Matrix and Sparse Tall-and-Skinny Matrix Multiplication by Ranawaka, Isuru, Hussain, Md Taufique, Block, Charles, Gerogiannis, Gerasimos, Torrellas, Josep, Azad, Ariful

    Published: IEEE 17.11.2024
    “… Unfortunately, popular distributed algorithms like sparse SUMMA deliver suboptimal performance for TS-SpGEMM…”
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  5. 5
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    A sparsity-aware distributed-memory algorithm for sparse-sparse matrix multiplication by Hong, Yuxi, Aydin Buluc

    ISSN: 2331-8422
    Published: Ithaca Cornell University Library, arXiv.org 26.08.2024
    Published in 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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  6. 6
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    Distributed-Memory Parallel Algorithms for Sparse Matrix and Sparse Tall-and-Skinny Matrix Multiplication by Ranawaka, Isuru, Hussain, Md Taufique, Block, Charles, Gerogiannis, Gerasimos, Torrellas, Josep, Azad, Ariful

    ISSN: 2331-8422
    Published: Ithaca Cornell University Library, arXiv.org 21.08.2024
    Published in arXiv.org (21.08.2024)
    “… Unfortunately, popular distributed algorithms like sparse SUMMA deliver suboptimal performance for TS-SpGEMM…”
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  7. 7
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    Hypergraph Partitioning for Sparse Matrix-Matrix Multiplication by Ballard, Grey, Druinsky, Alex, Knight, Nicholas, Schwartz, Oded

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