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Key concepts for parallel out-of-core LU factorization

Authors :
Jack Dongarra
David W. Walker
Sven Hammarling
Source :
Scopus-Elsevier
Publication Year :
1998
Publisher :
Elsevier BV, 1998.

Abstract

This paper considers key ideas in the design of out-of-core dense LU factorization routines. A left-looking variant of the LU factorization algorithm is shown to require less I/O to disk than the right-looking variant, and is used to develop a parallel, out-of-core implementation. This implementation makes use of a small library of parallel I/O routines, together with ScaLAPACK and PBLAS routines. Results for runs on an Intel Paragon are presented and interpreted using a simple performance model.

Details

ISSN :
08981221
Volume :
35
Issue :
7
Database :
OpenAIRE
Journal :
Computers & Mathematics with Applications
Accession number :
edsair.doi.dedup.....6b6ad29d187de7c9c62c9d2cf4956530
Full Text :
https://doi.org/10.1016/s0898-1221(98)00029-7