Efficient SpMV Operation for Large and Highly Sparse Matrices using Scalable Multi-way Merge Parallelization

Author:

Sadi Fazle1,Sweeney Joe1,Low Tze Meng1,Hoe James C.1,Pileggi Larry1,Franchetti Franz1

Affiliation:

1. Carnegie Mellon University

Publisher

ACM

Reference39 articles.

1. [n. d.]. Intel® Stratix10® FPGA platform. https://www.intel.com/content/www/us/en /products/programmable/fpga/stratix10.html. [n. d.]. Intel® Stratix10® FPGA platform. https://www.intel.com/content/www/us/en /products/programmable/fpga/stratix10.html.

2. The input/output complexity of sorting and related problems

3. Sorting networks and their applications

4. Implementing sparse matrix-vector multiplication on throughput-oriented processors

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