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