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文章基本信息

  • 标题:Data Partitioning for Multiprocessors with Memory Heterogeneity and Memory Constraints
  • 本地全文:下载
  • 作者:Alexey Lastovetsky ; Ravi Reddy
  • 期刊名称:Scientific Programming
  • 印刷版ISSN:1058-9244
  • 出版年度:2005
  • 卷号:13
  • DOI:10.1155/2005/964902
  • 出版社:Hindawi Publishing Corporation
  • 摘要:The paper presents a performance model that can be used to optimally distribute computations over heterogeneous computers. This model is application-centric representing the speed of each computer by a function of the problem size. This way it takes into account the processor heterogeneity, the heterogeneity of memory structure, and the memory limitations at each level of memory hierarchy. A problem of optimal partitioning of an n-element set over p heterogeneous processors using this performance model is formulated, and its efficient solution of the complexity O(p3× log2n) is given.
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