Exploiting Dynamic Voltage and Frequency Scaling in networks on chip

A. Bianco, P. Giaccone, Nanfang Li
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引用次数: 9

Abstract

A Network on Chip (NoC) provides the interconnection among Processing Elements (PEs) through routers, which permit hop-by-hop communications between PEs. To cope with higher traffic demands, PEs and routers are running at increasingly higher clock frequencies. Thus the chip power consumption grows rapidly and limits NoC scalability. This paper considers a Manhattan-like mesh (grid) NoC topology. We show how to leverage the traffic unbalancing within the topology to fully exploit the classical technique of Dynamic Voltage and Frequency Scaling (DVFS) to minimize the power consumption. We model the optimal NoC power control problem, and we evaluate the maximum achievable power reduction. Furthermore, we propose three different load-balancing routing schemes, simple to implement, that approximate quite accurately the optimal solution. Simulation results show that, in most of the cases, it is enough to consider only two paths among PEs to balance the traffic and to approach the minimum possible power consumption.
在片上网络中实现动态电压和频率缩放
片上网络(NoC)通过路由器提供处理单元(pe)之间的互连,允许pe之间逐跳通信。为了应对更高的流量需求,pe和路由器的时钟频率越来越高。因此,芯片功耗增长迅速,限制了NoC的可扩展性。本文考虑一种类似曼哈顿的网格NoC拓扑结构。我们展示了如何利用拓扑中的流量不平衡来充分利用动态电压和频率缩放(DVFS)的经典技术来最小化功耗。我们建立了最优NoC功率控制问题的模型,并评估了可实现的最大功率降低。此外,我们提出了三种不同的负载均衡路由方案,简单实现,相当准确地近似最优解。仿真结果表明,在大多数情况下,仅考虑pe之间的两条路径就足以平衡流量并接近尽可能小的功耗。
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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