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  • 标题:Comparative Study of the Parallelization of the Smith-Waterman Algorithm on OpenMP and Cuda C
  • 本地全文:下载
  • 作者:Amadou Chaibou 1 , Oumarou Sie
  • 期刊名称:Journal of Computer and Communications
  • 印刷版ISSN:2327-5219
  • 电子版ISSN:2327-5227
  • 出版年度:2015
  • 卷号:03
  • 期号:06
  • 页码:107-117
  • DOI:10.4236/jcc.2015.36011
  • 语种:English
  • 出版社:Scientific Research Publishing
  • 摘要:In this paper, we present parallel programming approaches to calculate the values of the cells in matrix’s scoring used in the Smith-Waterman’s algorithm for sequence alignment. This algorithm, well known in bioinformatics for its applications, is unfortunately time-consuming on a serial computer. We use formulation based on anti-diagonals structure of data. This representation focuses on parallelizable parts of the algorithm without changing the initial formulation of the algorithm. Approaching data in that way give us a formulation more flexible. To examine this approach, we encode it in OpenMP and Cuda C. The performance obtained shows the interest of our paper.
  • 关键词:Cuda; GP-GPU; OpenMP; Parallel Computing; Smith-Waterman
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