NoC-sprinting: Interconnect for fine-grained sprinting in the dark silicon era

J. Zhan, Yuan Xie, Guangyu Sun
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引用次数: 46

Abstract

The rise of utilization wall limits the number of transistors that can be powered on in a single chip and results in a large region of dark silicon. While such phenomenon has led to disruptive innovation in computation, little work has been done for the Network-on-Chip (NoC) design. NoC not only directly influences the overall multi-core performance, but also consumes a significant portion of the total chip power. In this paper, we first reveal challenges and opportunities of designing power-efficient NoC in the dark silicon era. Then we propose NoC-Sprinting: based on the workload characteristics, it explores fine-grained sprinting that allows a chip to flexibly activate dark cores for instantaneous throughput improvement. In addition, it investigates topological/routing support and thermal-aware floorplanning for the sprinting process. Moreover, it builds an efficient network power-management scheme that can mitigate the dark silicon problems. Experiments on performance, power, and thermal analysis show that NoC-sprinting can provide tremendous speedup, increase sprinting duration, and meanwhile reduce the chip power significantly.
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noc -sprint:暗硅时代细粒度冲刺的互连
利用率的提高限制了单个芯片上可以通电的晶体管数量,并导致大面积的暗硅。虽然这种现象导致了计算领域的颠覆性创新,但对于片上网络(NoC)设计的研究却很少。NoC不仅直接影响到整体多核性能,而且还消耗了芯片总功耗的很大一部分。在本文中,我们首先揭示了在暗硅时代设计节能NoC的挑战和机遇。然后,我们提出了noc - sprint:基于工作负载特征,它探索了细粒度的sprint,允许芯片灵活地激活暗核,以实现瞬时吞吐量的提高。此外,它还研究了拓扑/路由支持和热敏感的冲刺过程的地板规划。此外,它建立了一个有效的网络电源管理方案,可以减轻暗硅问题。性能、功耗和热分析实验表明,noc -sprint可以提供巨大的加速,增加冲刺时间,同时显著降低芯片功耗。
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The EDA challenges in the dark silicon era CAP: Communication aware programming Advanced soft-error-rate (SER) estimation with striking-time and multi-cycle effects State-restrict MLC STT-RAM designs for high-reliable high-performance memory system OD3P: On-Demand Page Paired PCM
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