Accelerating Pre-stack Kirchhoff Time Migration by using SIMD Vector Instructions

  • Maicon Alves UFF
  • Lúcia Maria Drummond UFF
  • Reynam Pestana UFBA

Resumo


The Pre-stack Kirchhoff Time Migration (PKTM) is a central process in petroleum exploration. As PKTM is computationally intensive, many works have proposed the use of accelerators like GPU and FPGA to improve its execution time. On the other hand, although many off-the-shelf processors are endowed with a set of SIMD vector instructions, few papers tackle the problem considering vectorization and, all of them, consider that compilers can successfully vectorize the code. In this paper, we show that a hand-written Kirchhoff code by using SIMD vector instructions is more efficient than the autovectorized code provided by GCC. Experiments considering both real and synthetic datasets showed that our solution is up to eight times faster than the autovectorized one. We believe that the proposed strategy can be used together with the other ones to accelerate seismic migration methods in general without new investments in hardware and software.

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Publicado
18/10/2015
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ALVES, Maicon; DRUMMOND, Lúcia Maria; PESTANA, Reynam. Accelerating Pre-stack Kirchhoff Time Migration by using SIMD Vector Instructions. In: SIMPÓSIO EM SISTEMAS COMPUTACIONAIS DE ALTO DESEMPENHO (WSCAD), 16. , 2015, Florianópolis. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2015 . p. 1-12. DOI: https://doi.org/10.5753/wscad.2015.14267.