A performance comparison of linear algebra libraries for sparse matrix-vector product

Abstract

In this work we evaluate the computing performance of some well-known linear algebra libraries when performing the sparse matrix-vector product using different matrix formats. We use as benchmark real-world sparse matrices that came from different domains. The results are carried out and compared on CPU and GPU processors.