Developing Linear Algebra Codes on Modern Processors : Emerging Research and Opportunities

Presents the main characteristics of linear algebra libraries, showing the differences between the standards for sparse and dense versions. It further explores relevant linear algebra problems and shows, in a clear and understandable way, how to solve them using different computer architectures.