DocumentCode
1403178
Title
Computational Fluid Dynamics Simulations Using Many Graphics Processors
Author
Khajeh-Saeed, Ali ; Perot, J. Blair
Author_Institution
Univ. of Massachusetts, Amherst, MA, USA
Volume
14
Issue
3
fYear
2012
Firstpage
10
Lastpage
19
Abstract
In this scenario, computational fluid dynamics simulations of turbulence are performed with 64 GPUs and an optimized CFD algorithm using communication/computation overlapping. Detailed timings reveal that the GPUs´ internal calculations are so efficient that operations related to data exchange between compute nodes now cause a scaling bottleneck on all but the largest problems.
Keywords
computational fluid dynamics; graphics processing units; 64 GPU; communication/computation overlapping; computational fluid dynamics simulations; many graphics processors; optimized CFD algorithm; Algorithm design and analysis; Computational fluid dynamics; Computational modeling; Computer architecture; Graphics processing unit; Sparse matrices; CFD; Computational fluid dynamics; Laplacian; conjugate gradient; multi-GPU; scientific computing;
fLanguage
English
Journal_Title
Computing in Science & Engineering
Publisher
ieee
ISSN
1521-9615
Type
jour
DOI
10.1109/MCSE.2011.117
Filename
6109212
Link To Document