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FoToNoC: A hierarchical management strategy based on folded lorus-like Network-on-Chip for dark silicon many-core systems

机译:FoToNoC:一种用于深色硅多核系统的基于折叠式类似片上网络的分层管理策略

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In this dark silicon era, techniques have been developed to selectively activate nonadjacent cores in physical locations to maintain the safe temperature and allowable power budget on a many-core chip. This will result in unexpected increase in the communication overhead due to longer average distance between active cores in a typical mesh-based Network-on-Chip (NoC), and in turn reduce the system performance and energy efficiency. In this paper, we present FoToNoC, a Folded Torus-like NoC, and a hierarchical management strategy on top of it, to address this tradeoff problem for heterogeneous many-core systems. Optimizations of chip temperature, inter-core communication, application performance, and system energy consumption are well isolated in FoToNoC, and addressed in different design phases and aspects. A cluster-based hierarchical strategy is proposed to manage the system adaptively in several different control levels. Compared with mesh-based systems on a set of synthetic and real benchmarks, FoToNoC can achieve on average 39.4% performance improvement when similar temperature conditions are maintained, and the proposed strategy can further reduce the total energy consumption by up to 42.0%.
机译:在这个黑暗的硅时代,已经开发了在物理位置选择性激活非相邻核的技术,以维持多核芯片上的安全温度和允许的功率预算。由于典型的基于网格的片上网络(NoC)中​​活动核心之间的平均距离更长,这将导致通信开销的意外增加,并进而降低系统性能和能效。在本文中,我们提出了FoToNoC(一种类似于Torus的折叠式NoC)以及一种基于它的分层管理策略,以解决异构多核系统的这一权衡问题。 FoToNoC很好地隔离了芯片温度,内核间通信,应用性能和系统能耗的优化,并在不同的设计阶段和方面进行了探讨。提出了一种基于集群的分层策略,以在几个不同的控制级别上自适应地管理系统。与基于一组合成基准和实际基准的基于网格的系统相比,FoToNoC在保持相似的温度条件下可以平均提高39.4%的性能,并且所提出的策略可以进一步将总能耗降低多达42.0%。

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