About: New Row-grouped CSR format for storing the sparse matrices on GPU with implementation in CUDA

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	In this article we present a new format for storing sparse matrices. The format is designed to perform well mainly on the GPU devices. We present its implementation in CUDA. The performance has been tested on 1,600 different types of matrices and we compare our format with the Hybrid format. We give detailed comparison of both formats and show their strong and weak parts. In this article we present a new format for storing sparse matrices. The format is designed to perform well mainly on the GPU devices. We present its implementation in CUDA. The performance has been tested on 1,600 different types of matrices and we compare our format with the Hybrid format. We give detailed comparison of both formats and show their strong and weak parts. (en)
Title	New Row-grouped CSR format for storing the sparse matrices on GPU with implementation in CUDA New Row-grouped CSR format for storing the sparse matrices on GPU with implementation in CUDA (en)
skos:prefLabel	New Row-grouped CSR format for storing the sparse matrices on GPU with implementation in CUDA New Row-grouped CSR format for storing the sparse matrices on GPU with implementation in CUDA (en)
skos:notation	RIV/68407700:21340/11:00182210!RIV12-MSM-21340___
http://linked.open...avai/riv/aktivita	P S Z
http://linked.open...avai/riv/aktivity	P(LC06052), S, Z(MSM6840770010)
http://linked.open...iv/cisloPeriodika	4
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Oberhuber, Tomáš
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta jaderná a fyzikálně inženýrská
http://linked.open...dnocenehoVysledku	215893
http://linked.open...ai/riv/idVysledku	RIV/68407700:21340/11:00182210
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	sparse matrices, SpMV, parallel computing, GPU, thread computing, CUDA (en)
http://linked.open.../riv/klicoveSlovo	parallel computing CUDA GPU sparse matrices SpMV thread computing
http://linked.open...odStatuVydavatele	CZ - Česká republika
http://linked.open...ontrolniKodProRIV	[624F404F0466]
http://linked.open...i/riv/nazevZdroje	Acta Technica ČSAV
http://linked.open...in/vavai/riv/obor	BA
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...vavai/riv/projekt	The Nečas Center for Mathematical Modeling
http://linked.open...UplatneniVysledku	2011
http://linked.open...v/svazekPeriodika	56
http://linked.open...iv/tvurceVysledku	Oberhuber, Tomáš Suzuki, A. S. Vacata, J. V.
http://linked.open...n/vavai/riv/zamer	Aplikovaná matematika v technických a fyzikálních vědách
issn	0001-7043
number of pages	20 (xsd:int)
http://localhost/t...ganizacniJednotka	21340

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