Efficient implementation of sparse matrix-sparse vector multiplication for large scale graph analytics

We developed a parallel algorithm to improve the cache behavior and overall performance for multiplication of sparse matrices with sparse vectors (SpMSpV), an operation used increasingly in large graph analytics, particularly dynamic graphs in social networks and homeland security applications. The...

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Bibliographic Details

Published in:	IEEE Conference on High Performance Extreme Computing (Online) pp. 1 - 7
Main Author:	Serrano, Mauricio J.
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.09.2019
Subjects:	Arrays Heuristic algorithms Indexes Instruction sets Partitioning algorithms Phased arrays Sparse matrices
ISSN:	2643-1971
Online Access:	Get full text
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