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CSR5: An Efficient Storage Format for Cross-Platform Sparse Matrix-Vector Multiplication
Weifeng Liu, Brian Vinter
eScience
127
Citations (Scopus)
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Dive into the research topics of 'CSR5: An Efficient Storage Format for Cross-Platform Sparse Matrix-Vector Multiplication'. Together they form a unique fingerprint.
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Keyphrases
Sparse Matrix-vector multiplication (SpMV)
100%
Compressed Sparse Row
100%
Regular Matrix
28%
Multiplier Technique
28%
Format Conversion
28%
Real-world Application
14%
Input Matrix
14%
Socket
14%
Sparsity Structure
14%
CPU-GPU
14%
Performance Improvement
14%
Fundamental Building Blocks
14%
High-throughput
14%
NVIDIA GPU
14%
Benchmark Suite
14%
Engineering
Graphics Processing Unit
100%
Sparsity
33%
Performance Improvement
33%
Building Block
33%
Mathematics
Matrix-Vector Multiplication
100%
Regular Matrix
33%
Multiplication Operation
16%
Computer Science
Sparse Matrix-Vector Multiplication
100%
Multiplication Operation
16%
Intel Xeon Phi
16%