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Volume 299 - The 7th International Conference on Computer Engineering and Networks (CENet2017) - Session V - Date Analysis
Parallelism of MRT Lattice Boltzmann Method based on Multi-GPUs
L. Yao,* A. Wang, X. Ji
*corresponding author
Full text: pdf
Pre-published on: 2017 July 17
Published on: 2017 September 06
Abstract
In order to accelerate the Multi-Relaxation-Time Lattice Boltzmann Method (MRT-LBM), it was parallelized on multi-GPUs located in one computer. Lattices of the MRT-LBM were distributed to the different GPUs and they were operated on the GPU threads concurrently. In
the step streaming, in order to get the neighbour lattice nformation, all lattices were combined and operated on the master GPU. Three-dimensional (3D) groundwater flow was simulated by
using the parallelized MRT-LBM and the experimental results showed that almost 95 times acceleration was attained on a six GPUs computer. The parallelized MRT-LBM based on the multi-GPUs located in one computer is efficient in terms of both time and energy.
DOI: https://doi.org/10.22323/1.299.0080
Open Access
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