Performance Analysis and Optimisation of Two-sided Factorization Algorithms for Heterogeneous Platform

Many applications, ranging from big data analytics to nanostructure designs, require the solution of large dense singular value decomposition (SVD) or eigenvalue problems. A first step in the solution methodology for these problems is the reduction of the matrix at hand to condensed form by two-side...

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Bibliographic Details

Published in:	Procedia computer science Vol. 51; pp. 180 - 190
Main Authors:	Kabir, Khairul, Haidar, Azzam, Tomov, Stanimire, Dongarra, Jack
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 2015
Subjects:	Eigensolver Multicore Task-based programming Xeon Phi Multicore Xeon Phi Task-based programming Eigensolver
ISSN:	1877-0509, 1877-0509
Online Access:	Get full text
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