Mixed precision algorithms in numerical linear algebra

NJ Higham, T Mary - Acta Numerica, 2022 - cambridge.org
Today's floating-point arithmetic landscape is broader than ever. While scientific computing
has traditionally used single precision and double precision floating-point arithmetics, half …

A Systematic Literature Survey of Sparse Matrix-Vector Multiplication

J Gao, B Liu, W Ji, H Huang - arXiv preprint arXiv:2404.06047, 2024 - arxiv.org
Sparse matrix-vector multiplication (SpMV) is a crucial computing kernel with widespread
applications in iterative algorithms. Over the past decades, research on SpMV optimization …