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Parallel Algorithms for LU Decomposition on a Shared Memory Multiprocessor

Lookup NU author(s): Dr Kenneth Wright

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Abstract

A number of different parallel algorithms for the LU decomposition of a square A matrix are considered. One aim of the methods is to collect together updates to columns as far as possible, to make good use of the storage hierarchy of the shared memory multiprocessor used to test the algorithms. Both unit lower triangular form for L and unit upper triangular form U variants are considered. The results presented were obtained using the C++ programming language, with parallel constructs provided by the Encore Parallel Threads package, on an Encore Multimax computer. These results indicate significant improvements over a simple parallel implementation of the standard Crout algorithm, and good speedup compared to the sequential Crout algorithm.

Publication metadata

Author(s): Kaya D, Wright K

Publication type: Report

Publication status: Published

Series Title: Department of Computing Science Technical Report Series

Year: 1993

Pages: 19

Report Number: 450

Institution: Department of Computing Science, University of Newcastle upon Tyne

Place Published: Newcastle upon Tyne

URL: http://www.cs.ncl.ac.uk/publications/trs/abstract/450

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