HPMaX: heterogeneous parallel matrix multiplication using CPUs and GPUs
HPMaX: heterogeneous parallel matrix multiplication using CPUs and GPUs
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Publisher
Vienna: Springer Vienna
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Language
English
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Publisher
Vienna: Springer Vienna
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Contents
We present a novel heterogeneous parallel matrix multiplication algorithm that utilizes both central processing units (CPUs) and graphics processing units (GPUs) for large-scale matrices. Based on Strassen’s method, we represent matrix multiplication work as a set of matrix addition and multiplication tasks among their sub-matrices. Then, we distri...
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Full title
HPMaX: heterogeneous parallel matrix multiplication using CPUs and GPUs
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TN_cdi_proquest_journals_2471518574
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2471518574
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ISSN
0010-485X
E-ISSN
1436-5057
DOI
10.1007/s00607-020-00846-1
