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Load-balancing Sparse Matrix Vector Product Kernels on GPUs
Hartwig Anzt
, Terry Cojean
, Chen Yen-Chen
, Jack Dongarra
, Goran Flegar
, Pratik Nayak
, Stanimire Tomov
, Yuhsiang M. Tsai
, Weichung Wang
Research output
:
Contribution to journal
›
Article
›
peer-review
45
Scopus citations
Overview
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Computer Science
Load Balancing
100%
Ellpack Format
100%
Matrix Vector Product
100%
Graphics Processing Unit
100%
Single Instruction Multiple Data
50%
Thread Divergence
50%
Data Type
25%
Hybrid Algorithm
25%
Multiple Data Type
25%
Mathematics
Matrix (Mathematics)
100%
Sparse Matrix
100%
Vector Product
100%
Block Matrix
14%
Data Format
14%
File Format
14%