Preprint 5/2014

-LU Factorization on Many-Core Systems

Ronald Kriemann

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Submission date: 16. Jan. 2014 (revised version: November 2014)
Pages: 23
published in: Computing and visualization in science, 16 (2013) 3, p. 105-117 
DOI number (of the published article): 10.1007/s00791-014-0226-7
Bibtex
MSC-Numbers: 65F05, 65Y05, 65Y20, 68W10, 68W40
Keywords and phrases: hierarchical matrices, parallel algorithms, many-core processors
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Abstract:
A version of the -LU factorization is introduced, based on the individual computational tasks occurring during the block-wise -LU factorization. The dependencies between these tasks form a directed acylic graph, which is used for efficient scheduling on parallel systems. The algorithm is especially suited for many-core processors and shows a much improved parallel scaling behavior compared to previous -LU factorization algorithms.

03.07.2017, 01:42