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Communication-efficient parallel generic pairwise elimination

delete2007-02-01
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Alexander Tiskin *
DOI:10.1016/j.future.2006.04.017delete
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Abstract

Abstract

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The model of bulk-synchronous parallel (BSP) computation is an emerging paradigm of general-purpose parallel computing. In this paper, we consider the parallel complexity of generic pairwise elimination, special cases of which include Gaussian elimination with pairwise pivoting, Gaussian elimination over a finite field, generic Neville elimination and Givens reduction. We develop a new block-recursive, communication-efficient BSP algorithm for generic pairwise elimination. (c) 2006 Elsevier B.V. All rights reserved.
Keywords:
parallel algorithms
algebraic algorithms
linear systems
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Journal

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Future Generation Computer Systems-The International Journal of eScience
IF:
6.1
Papers:
6.9K
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2.3W

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