ISC'14

June 22–26, 2014
Leipzig, Germany

Presentation Details

 
Name: Implementation & Optimization of Three-Dimensional UPML-FDTD Algorithm on GPU Clusters
 
Time: Wednesday, June 25, 2014
10:00 am - 10:15 am
 
Room:   Hall 3
CCL - Congress Center Leipzig
 
Breaks:07:30 am - 10:00 am Welcome Coffee
 
Speaker:   Lei Xu, Shanghai Supercomputer Center
 
Abstract:   Co-processors with powerful foating-point operation capability have been used to study the electromagnetic simulations using the Finite Difference Time Domain (FDTD) method. This work focuses on the implementation and optimization of 3D UPML-FDTD parallel algorithm on GPU clusters. A set of techniques are utilized to optimize the FDTD algorithm, such as the application of GPU texture memory, asynchronization of data transfer between CPU and GPU. The performance of the parallel FDTD algorithm is tested on K20m GPU clusters. The alability of the algorithm is tested for up to 80 NVIDIA Tesla K20m GPUs with the parallel efficiency up to 95%, and the optimization techniques explored in this study are found to improve the performance.

Authors
Lei Xu & Ying Xu, Shanghai Supercomputer Center