Optimizing Sparse Linear Algebra Through Automatic Format Selection and Machine Learning

Christodoulos Stylianou, Michele Weiland

Sparse matrices are an integral part of scientific simulations. As hardware evolves new sparse matrix storage formats are proposed aiming to exploit optimizations specific to the n…