Dynamic clustering approach for run-time applications mapping on NoC-based multi/many-core systems

K. Gaffour, M. K. Benhaoua, Somdip Dey, A. Singh, Abou El hassen Benyamina
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引用次数: 5

Abstract

Networks-on-Chips have been suggested as a powerful solution to communication problems in multi/many-core architectures. The communications mapping consists of one of the crucial steps in architectural exploration in NoC-based multi/many-core architectures. Most works that are reported in the literature use virtual static clustering (the platform is devised in a different region with the same size). Parallelized mapping of communications tasks of the same application onto different regions causes degradation of system performance, especially when the number of tasks is greater than the number of processors of the chosen cluster. In this paper, a new dynamic clustering mapping strategy is proposed to place all the tasks of the same application in the same region. We have applied our proposed approach under different heuristics of applications tasks mapping. Comparative study of our proposed strategy provides significant performance improvements over the static clustering methodology.
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基于cpu的多核/多核系统上运行时应用映射的动态集群方法
片上网络被认为是解决多核/多核体系结构中通信问题的一种强有力的解决方案。在基于noc的多核/多核体系结构中,通信映射是体系结构探索的关键步骤之一。文献中报道的大多数工作使用虚拟静态聚类(平台设计在不同大小的不同区域)。将同一应用程序的通信任务并行映射到不同的区域会导致系统性能下降,特别是当任务数量大于所选集群的处理器数量时。本文提出了一种新的动态聚类映射策略,将同一应用程序的所有任务放在同一区域。我们已经在不同的启发式应用程序任务映射下应用了我们提出的方法。我们提出的策略的比较研究提供了比静态聚类方法显着的性能改进。
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