DocumentCode :
151882
Title :
LU decomposition method implementation using graphics processing units - GPU
Author :
Gomez, Yensy ; Osorio, John ; Perez, Lina
Author_Institution :
Sirius HPC, Univ. Tecnol. de Pereira, Pereira, Colombia
fYear :
2014
fDate :
3-5 Sept. 2014
Firstpage :
184
Lastpage :
191
Abstract :
This article pretends to show how you can use GPU´s to make the calculations of an LU decomposition and take advantage of the vectorial processors. At the first section we make an introduction of matrix factorization, in the second one we show some features of actual graphics cards, the third one we propose the problem to solve, in the fifth one we expose the implementation and finally the results of the research.
Keywords :
graphics processing units; matrix decomposition; parallel processing; GPU; LU decomposition method implementation; graphics cards; graphics processing units; matrix factorization; vectorial processors; Algebra; Computational modeling; Engines; Graphics processing units; Hardware; Presses; Random access memory; ATI; CUDA; GPU; HPC; LU; Matricial; OpenCL; nVidia;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computing Colombian Conference (9CCC), 2014 9th
Conference_Location :
Pereira
Type :
conf
DOI :
10.1109/ColumbianCC.2014.6955342
Filename :
6955342
Link To Document :
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