Accelerating Seismic Imaging on GPUs

Autor: Leandro T. Carneiro, C. S. Cunha, Thiago Teixeira, A. Romanelli, Carlos H. B. de Albrecht, S. Sinedino, F. Roxo, I. Pedrosa, Luiz Monnerat, Jairo Panetta, P. Souza
Rok vydání: 2011
Předmět:
Zdroj: 73rd EAGE Conference and Exhibition incorporating SPE EUROPEC 2011.
ISSN: 2214-4609
DOI: 10.3997/2214-4609.20149095
Popis: We discuss the performance of Petrobras production Kirchhoff prestack seismic migration on a cluster of 72 GPUs and 288 CPU cores with CPU and GPU cooperation. Porting and optimization of the application hot spot (contribution loop) to a single GPU reduces total execution time by a factor of 20 per node. Instead of porting the next hot spot (trace filtering) to the GPU, we also show that cooperation of CPU (trace filtering) and GPU (contribution loop) is optimal, since the CPU workload is totally overlapped by GPU workload.
Databáze: OpenAIRE