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ScaLAPACK: A Portable Linear Algebra Library for Distributed Memory Computers - Design Issues and Performance
(Technical Paper)

L. S. Blackfordgif, J. Choigif, A. Clearygif, J. Demmelgif, I. Dhillon gif , J. Dongarragif,
S. Hammarlinggif, G. Henrygif, A. Petitet gif , K. Stanley gif , D. Walkergif, and R. C. Whaley gif


This paper outlines the content and performance of ScaLAPACK, a collection of mathematical software for linear algebra computations on distributed memory computers. The importance of developing standards for computational and message passing interfaces is discussed. We present the different components and building blocks of ScaLAPACK, and indicate the difficulties inherent in producing correct codes for networks of heterogeneous processors. Finally, this paper briefly describes future directions for the ScaLAPACK library and concludes by suggesting alternative approaches to mathematical libraries, explaining how ScaLAPACK could be integrated into efficient and user-friendly distributed systems.

Keywords: parallel computing, numerical linear algebra, math libraries.

Susan Blackford
Thu Jul 25 15:38:00 EDT 1996