Slim NoC: A Low-Diameter On-Chip Network Topology for High Energy Efficiency and Scalability

Maciej Besta, S. M. Hassan, S. Yalamanchili, Rachata Ausavarungnirun, O. Mutlu, T. Hoefler
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引用次数: 47

Abstract

Emerging chips with hundreds and thousands of cores require networks with unprecedented energy/area efficiency and scalability. To address this, we propose Slim NoC (SN): a new on-chip network design that delivers significant improvements in efficiency and scalability compared to the state-of-the-art. The key idea is to use two concepts from graph and number theory, degree-diameter graphs combined with non-prime finite fields, to enable the smallest number of ports for a given core count. SN is inspired by state-of-the-art off-chip topologies; it identifies and distills their advantages for NoC settings while solving several key issues that lead to significant overheads on-chip. SN provides NoC-specific layouts, which further enhance area/energy efficiency. We show how to augment SN with state-of-the-art router microarchitecture schemes such as Elastic Links, to make the network even more scalable and efficient. Our extensive experimental evaluations show that SN outperforms both traditional low-radix topologies (e.g., meshes and tori) and modern high-radix networks (e.g., various Flattened Butterflies) in area, latency, throughput, and static/dynamic power consumption for both synthetic and real workloads. SN provides a promising direction in scalable and energy-efficient NoC topologies.
超薄NoC:一种低直径片上网络拓扑结构,具有高能效和可扩展性
拥有成百上千核心的新兴芯片要求网络具有前所未有的能量/面积效率和可扩展性。为了解决这个问题,我们提出了Slim NoC (SN):一种新的片上网络设计,与最先进的网络相比,它在效率和可扩展性方面有了显著的提高。关键思想是使用图论和数论中的两个概念,度-直径图与非素数有限域相结合,以实现给定核心数的最小端口数。SN的灵感来自于最先进的片外拓扑;它确定并提炼了它们在NoC设置中的优势,同时解决了导致芯片上大量开销的几个关键问题。SN提供特定于noc的布局,进一步提高了面积/能源效率。我们将展示如何使用最先进的路由器微体系结构方案(如Elastic Links)来增强SN,以使网络更具可扩展性和效率。我们广泛的实验评估表明,对于合成和实际工作负载,SN在面积、延迟、吞吐量和静态/动态功耗方面都优于传统的低基数拓扑(例如,网格和环面)和现代高基数网络(例如,各种扁平蝴蝶)。SN为可扩展和节能的NoC拓扑提供了一个有前途的方向。
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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