GPU TECHNOLOGIES EMBODIED IN PARALLEL SOLVERS OF LINEAR ALGEBRAIC EQUATION SYSTEMS

The author reviews existing shareware solvers that are operated by graphical computer devices. The purpose of this review is to explore the opportunities and limitations of the above parallel solvers applicable for resolution of linear algebraic problems that arise at Research and Educational Centre...

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Main Author:	Sidorov Alexander Vladimirovich
Format:	Article
Language:	English
Published:	Moscow State University of Civil Engineering (MGSU) 2012-10-01
Series:	Vestnik MGSU
Subjects:	GPGPU (General-purpose computing on graphics processing units) CUDA CUSP MAGMA linear algebra problems parallel solvers libraries: PETSc and MAGMA
Online Access:	http://vestnikmgsu.ru/files/archive/issues/2012/5/ru/32.pdf

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spelling	doaj-c7fa7f5e71644a94ad6b59f4207b29102020-11-25T01:05:56ZengMoscow State University of Civil Engineering (MGSU)Vestnik MGSU 1997-09352012-10-015187193GPU TECHNOLOGIES EMBODIED IN PARALLEL SOLVERS OF LINEAR ALGEBRAIC EQUATION SYSTEMSSidorov Alexander Vladimirovich0Research and Educational Centre of Computer Modeling, Moscow State University of Civil Engineering (MSUCE)The author reviews existing shareware solvers that are operated by graphical computer devices. The purpose of this review is to explore the opportunities and limitations of the above parallel solvers applicable for resolution of linear algebraic problems that arise at Research and Educational Centre of Computer Modeling at MSUCE, and Research and Engineering Centre STADYO. The author has explored new applications of the GPU in the PETSc suite and compared them with the results generated absent of the GPU. The research is performed within the CUSP library developed to resolve the problems of linear algebra through the application of GPU. The author has also reviewed the new MAGMA project which is analogous to LAPACK for the GPU.http://vestnikmgsu.ru/files/archive/issues/2012/5/ru/32.pdfGPGPU (General-purpose computing on graphics processing units)GPGPU (General-purpose computing on graphics processing units)CUDACUDACUSPCUSPMAGMAlinear algebra problemsparallel solverslibraries: PETScand MAGMA
collection	DOAJ
language	English
format	Article
sources	DOAJ
author	Sidorov Alexander Vladimirovich
spellingShingle	Sidorov Alexander Vladimirovich GPU TECHNOLOGIES EMBODIED IN PARALLEL SOLVERS OF LINEAR ALGEBRAIC EQUATION SYSTEMS Vestnik MGSU GPGPU (General-purpose computing on graphics processing units) GPGPU (General-purpose computing on graphics processing units) CUDA CUDA CUSP CUSP MAGMA linear algebra problems parallel solvers libraries: PETSc and MAGMA
author_facet	Sidorov Alexander Vladimirovich
author_sort	Sidorov Alexander Vladimirovich
title	GPU TECHNOLOGIES EMBODIED IN PARALLEL SOLVERS OF LINEAR ALGEBRAIC EQUATION SYSTEMS
title_short	GPU TECHNOLOGIES EMBODIED IN PARALLEL SOLVERS OF LINEAR ALGEBRAIC EQUATION SYSTEMS
title_full	GPU TECHNOLOGIES EMBODIED IN PARALLEL SOLVERS OF LINEAR ALGEBRAIC EQUATION SYSTEMS
title_fullStr	GPU TECHNOLOGIES EMBODIED IN PARALLEL SOLVERS OF LINEAR ALGEBRAIC EQUATION SYSTEMS
title_full_unstemmed	GPU TECHNOLOGIES EMBODIED IN PARALLEL SOLVERS OF LINEAR ALGEBRAIC EQUATION SYSTEMS
title_sort	gpu technologies embodied in parallel solvers of linear algebraic equation systems
publisher	Moscow State University of Civil Engineering (MGSU)
series	Vestnik MGSU
issn	1997-0935
publishDate	2012-10-01
description	The author reviews existing shareware solvers that are operated by graphical computer devices. The purpose of this review is to explore the opportunities and limitations of the above parallel solvers applicable for resolution of linear algebraic problems that arise at Research and Educational Centre of Computer Modeling at MSUCE, and Research and Engineering Centre STADYO. The author has explored new applications of the GPU in the PETSc suite and compared them with the results generated absent of the GPU. The research is performed within the CUSP library developed to resolve the problems of linear algebra through the application of GPU. The author has also reviewed the new MAGMA project which is analogous to LAPACK for the GPU.
topic	GPGPU (General-purpose computing on graphics processing units) GPGPU (General-purpose computing on graphics processing units) CUDA CUDA CUSP CUSP MAGMA linear algebra problems parallel solvers libraries: PETSc and MAGMA
url	http://vestnikmgsu.ru/files/archive/issues/2012/5/ru/32.pdf
work_keys_str_mv	AT sidorovalexandervladimirovich gputechnologiesembodiedinparallelsolversoflinearalgebraicequationsystems
_version_	1725192400399237120

GPU TECHNOLOGIES EMBODIED IN PARALLEL SOLVERS OF LINEAR ALGEBRAIC EQUATION SYSTEMS

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