3 papers
cs.SE2023
An approach to performance portability through generic programming
Andreas Hadjigeorgiou, Christodoulos Stylianou, Michele Weiland +2
The expanding hardware diversity in high performance computing adds enormous complexity to scientific software development. Developers who aim to write maintainable software have t…
cs.DC2023
Morpheus unleashed: Fast cross-platform SpMV on emerging architectures
Christodoulos Stylianou, Mark Klaisoongnoen, Ricardo Jesus +2
Sparse matrices and linear algebra are at the heart of scientific simulations. Over the years, more than 70 sparse matrix storage formats have been developed, targeting a wide rang…
cs.LG2023
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…