CMSM: An efficient and effective Code Management for Software Managed Multicores

Ke Bai, Jing Lu, Aviral Shrivastava, Bryce Holton
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引用次数: 22

Abstract

As we scale the number of cores in a multicore processor, scaling the memory hierarchy is a major challenge. Software Managed Multicore (SMM) architectures are one of the promising solutions. In an SMM architecture, there are no caches, and each core has only a local scratchpad memory. If all the code and data of the task mapped to a core do not fit on its local scratchpad memory, then explicit code and data management is required. In this paper, we solve the problem of efficiently managing code on an SMM architecture. We extend the state of the art by: i) correctly calculating the code management overhead, ii) even in the presence of branches in the task, and iii) developing a heuristic CMSM (Code Mapping for Software Managed multicores) that results in efficient code management execution on the local scratchpad memory. Our experimental results collected after executing applications from MiBench suite [1] on the Cell SPEs (Cell is an SMM architecture) [2], demonstrate that correct management cost calculation and branch consideration can improve performance by 12%. Our heuristic CMSM can reduce runtime in more than 80% of the cases, and by up to 20% on our set of benchmarks.
CMSM:软件管理多核的高效代码管理
当我们在多核处理器中扩展内核数量时,扩展内存层次结构是一个主要挑战。软件管理多核(SMM)体系结构是一种很有前途的解决方案。在SMM体系结构中,没有缓存,每个核心只有一个本地的临时存储器。如果映射到核心的任务的所有代码和数据都不适合它的本地临时存储器,那么就需要显式的代码和数据管理。在本文中,我们解决了在SMM架构上有效管理代码的问题。我们通过以下方式扩展了技术的状态:i)正确计算代码管理开销,ii)即使在任务中存在分支的情况下,以及iii)开发启发式CMSM(软件管理多核代码映射),从而在本地刮本存储器上有效地执行代码管理。我们在Cell spe (Cell是一种SMM架构)[2]上执行MiBench套件[1]中的应用程序后收集的实验结果表明,正确的管理成本计算和分支考虑可以将性能提高12%。我们的启发式CMSM可以在80%以上的情况下减少运行时间,在我们的基准测试集上最多可以减少20%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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