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Issue title: High Performance Computing with the Cell Broadband Engine
Article type: Research Article
Authors: Araya-Polo, Mauricio; | Rubio, Félix | de la Cruz, Raúl | Hanzich, Mauricio | Cela, José María | Scarpazza, Daniele Paolo
Affiliations: Barcelona Supercomputing Center, Barcelona, Spain | IBM T.J. Watson Research Center, Yorktown Heights, NY, USA
Note: [] Corresponding author. E-mail: mauricio.araya.bsc.es
Abstract: Reverse-Time Migration (RTM) is a state-of-the-art technique in seismic acoustic imaging, because of the quality and integrity of the images it provides. Oil and gas companies trust RTM with crucial decisions on multi-million-dollar drilling investments. But RTM requires vastly more computational power than its predecessor techniques, and this has somewhat hindered its practical success. On the other hand, despite multi-core architectures promise to deliver unprecedented computational power, little attention has been devoted to mapping efficiently RTM to multi-cores. In this paper, we present a mapping of the RTM computational kernel to the IBM Cell/B.E. processor that reaches close-to-optimal performance. The kernel proves to be memory-bound and it achieves a 98% utilization of the peak memory bandwidth. Our Cell/B.E. implementation outperforms a traditional processor (PowerPC 970MP) in terms of performance (with an 15.0× speedup) and energy-efficiency (with a 10.0× increase in the GFlops/W delivered). Also, it is the fastest RTM implementation available to the best of our knowledge. These results increase the practical usability of RTM. Also, the RTM-Cell/B.E. combination proves to be a strong competitor in the seismic arena.
Keywords: Seismic imaging, multi-core, reverse-time migration, performance
DOI: 10.3233/SPR-2009-0271
Journal: Scientific Programming, vol. 17, no. 1-2, pp. 185-198, 2009
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