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Parallel sparse matrix-matrix multiplication: a scalable solution with 1D algorithm

Authors: Hoque, Mohammad Asadul; Raju, Md Rezaul Karim; Tymczak, Christopher John; Vrinceanu, Daniel; Chilakamarri, Kiran;

Parallel sparse matrix-matrix multiplication: a scalable solution with 1D algorithm

Abstract

This paper presents a novel implementation of parallel sparse matrix-matrix multiplication using distributed memory systems on heterogeneous hardware architecture. The proposed algorithm is expected to be linearly scalable up to several thousands of processors for matrices with dimensions over 10

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Keywords

distributed computing, parallel algorithm, scalable, MPI, Sparse matrix, 004

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
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