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Avoiding Communication in Sparse Matrix-Vector Multiply ( SpMV )

Avoiding Communication in Sparse Matrix-Vector Multiply ( SpMV ). Sequential and shared-memory performance is dominated by off-chip communication Distributed-memory performance is dominated by network communication The problem: SpMV has low arithmetic intensity.

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Parallel spmv - PowerPoint PPT Presentation

Avoiding Communication in Sparse Matrix-Vector Multiply ( SpMV )