Automatic Parallelization and Optimization for Irregular Scientific Applications

I
IPDPS
2004
18th International Parallel and Distributed Processing Symposium (IPDPS'04) - Workshop 13
Abstract - Automatic Parallelization and Optimization for Irregular Scientific Applications

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18th International Parallel and Distributed Processing Symposium (IPDPS'04) - Workshop 13

Santa Fe, New Mexico

April 26-April 30

ISBN: 0-7695-2132-0

	ASCII Text	x
	Minyi Guo, "Automatic Parallelization and Optimization for Irregular Scientific Applications," Parallel and Distributed Processing Symposium, International, vol. 14, pp. 228a, 18th International Parallel and Distributed Processing Symposium (IPDPS'04) - Workshop 13, 2004.

	BibTex	x
	@article{ 10.1109/IPDPS.2004.1303269, author = {Minyi Guo}, title = {Automatic Parallelization and Optimization for Irregular Scientific Applications}, journal ={Parallel and Distributed Processing Symposium, International}, volume = {14}, year = {2004}, isbn = {0-7695-2132-0}, pages = {228a}, doi = {http://doi.ieeecomputersociety.org/10.1109/IPDPS.2004.1303269}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Parallel and Distributed Processing Symposium, International TI - Automatic Parallelization and Optimization for Irregular Scientific Applications SN - 0-7695-2132-0 SP EP A1 - Minyi Guo, PY - 2004 KW - Parallelizing compilers KW - Irregular scientific application KW - Communication optimization KW - Loop transformation KW - Loop partitioning KW - Interprocedural optimization KW - OpenMP VL - 14 JA - Parallel and Distributed Processing Symposium, International ER -

Minyi Guo, University of Aizu

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/IPDPS.2004.1303269

In this paper, some automatic parallelization and optimization techniques for irregular scienti.c computing are proposed. These techniques include communication cost reduction for irregular loop partitioning, interprocedural optimization techniques for communication preprocessing when the irregular code has the procedure call, global vs. local indirection arrays remapping methods, and OpenMP directive extension for irregular computing.

Index Terms:

Parallelizing compilers, Irregular scientific application, Communication optimization, Loop transformation, Loop partitioning, Interprocedural optimization, OpenMP

Citation:

Minyi Guo, "Automatic Parallelization and Optimization for Irregular Scientific Applications," ipdps, vol. 14, pp.228a, 18th International Parallel and Distributed Processing Symposium (IPDPS'04) - Workshop 13, 2004

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