Introduction

For the past 15 years, my colleagues and I have been developing linear algebra software for high-performance computers. In this presentation, I focus on five basic issues: (1) the motivation for the work, (2) the development of standards for use in linear algebra, (3) a basic library for linear algebra, (4) aspects of algorithm design, and (5) future directions for research.