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文章基本信息

  • 标题:Performance Analysis of List Scheduling in Heterogeneous Computing Systems
  • 作者:Keqin Li
  • 期刊名称:International Journal of Computer Systems Science and Engineering
  • 印刷版ISSN:1307-430X
  • 出版年度:2008
  • 卷号:04
  • 期号:02
  • 页码:103-103
  • 出版社:World Academy of Science, Engineering and Technology
  • 摘要:Given a parallel program to be executed on a heterogeneous computing system, the overall execution time of the program is determined by a schedule. In this paper, we analyze the worst-case performance of the list scheduling algorithm for scheduling tasks of a parallel program in a mixed-machine heterogeneous computing system such that the total execution time of the program is minimized. We prove tight lower and upper bounds for the worst-case performance ratio of the list scheduling algorithm. We also examine the average-case performance of the list scheduling algorithm. Our experimental data reveal that the average-case performance of the list scheduling algorithm is much better than the worst-case performance and is very close to optimal, except for large systems with large heterogeneity. Thus, the list scheduling algorithm is very useful in real applications.
  • 关键词:Average-case performance, list scheduling algorithm, mixed-machine heterogeneous computing system, worst-case performance.
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