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Volume 14 Issue 3
May  1999
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HUANG Linpeng, SUN Yongqiang, YUAN Wei. Hierarchical Bulk Synchronous Parallel Model and Performance Optimization[J]. Journal of Computer Science and Technology, 1999, 14(3): 224-233.
Citation: HUANG Linpeng, SUN Yongqiang, YUAN Wei. Hierarchical Bulk Synchronous Parallel Model and Performance Optimization[J]. Journal of Computer Science and Technology, 1999, 14(3): 224-233.
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Hierarchical Bulk Synchronous Parallel Model and Performance Optimization

  • Department of Computer Science and Engineering; Shanghai Jiao Tong University Shanghai 200030; P.R. China;

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  • Published Date: May 09, 1999
    Abstract
  • Based on the framework of BSP, a Hierarchical Bulk Synchronous Parallel (HBSP) performance model is introduced in this paper to capture the per formance optimization problem for various stages in parallel program development and to accurately predict the performance of a parallel program by considering fac tors causing variance at local computation and global communication. The related methodology has been applied to several real applications and the results show that HBSP is a suitable model for optimizing…
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    • References (3)
  • [1]
    McColl W F. Scalable parallel computing: A grand unified theory and its practical development. In Proc. 13th IFIP World Corraputer Congress, 1994, 1.
    [2]
    Hill M D. The theory, practice and a tool for BSP performance prediction. In EurroPar'96, LNCS 1124. Springer-Verleg, 1996, pp.697-705.
    [3]
    Hill M D, Skillicorn D B. Communication performance optimisation requires minimising variance. In HPCN'98, LNCS, Sprinter-Verlag, 1998. ……….
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