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  • 标题:Dynamic Thread Assignment on Heterogeneous Multiprocessor Architectures
  • 本地全文:下载
  • 作者:Michela Becchi ; Patrick Crowley
  • 期刊名称:The Journal of Instruction-Level Parallelism
  • 电子版ISSN:1942-9525
  • 出版年度:2008
  • 卷号:10
  • 页码:1-26
  • 出版社:International Symposium on Microarchitecture
  • 摘要:In a multi-programmed computing environment, threads of execution exhibit different runtime characteristics and hardware resource requirements. Not only do the behaviors of distinct threads differ, but each thread may also present diversity in its performance and resource usage over time. A heterogeneous chip multiprocessor (CMP) architecture consists of processor cores and caches of varying size and complexity. Prior work has shown that heterogeneous CMPs canmeet the needs of a multi-programmed computing enviro nment better than a homogeneous CMP system. In fact, the use of a combination of cores with different caches and instruction issue widths better accommodates threads with different computational requirements.A central issue in the design and use of heterogeneous systems is to determine an assignment of tasks to processors which better exploits the hardware resources in order to improve performance. In this paper we argue that the benefits of heterogeneous CMPs are bolstered by the use of a dynamic assig nment policy, i.e., a runtime mechanism which observes the behavior o f the running threads and exploits thread migration between cores. We validate our analysis by means of simulation. Specifically, our model assumes a combination of Alpha EV5 and Alpha EV6 processors and of integer and floating point programs from the SPEC2000 benchmark suite. We show that a dynamic assignment can outperform a static one by 20% to 40% on average and by as much as 80% in extreme cases, depending on the degree of multithreading simulated
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