Near-Ideal Networks-on-Chip for Servers

P. Lotfi-Kamran, M. Modarressi, H. Sarbazi-Azad
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引用次数: 15

Abstract

Server workloads benefit from execution on many-core processors due to their massive request-level parallelism. A key characteristic of server workloads is the large instruction footprints. While a shared last-level cache (LLC) captures the footprints, it necessitates a low-latency network-on-chip (NOC) to minimize the core stall time on accesses serviced by the LLC. As strict quality-of-service requirements preclude the use of lean cores in server processors, we observe that even state-of-the-art single-cycle multi-hop NOCs are far from ideal because they impose significant NOC-induced delays on the LLC access latency, and diminish performance. Most of the NOC delay is due to per-hop resource allocation. In this paper, we take advantage of proactive resource allocation (PRA) to eliminate per-hop resource allocation time in single-cycle multi-hop networks to reach a near-ideal network for servers. PRA is undertaken during (1) the time interval in which it is known that LLC has the requested data, but the data is not yet ready, and (2) the time interval in which a packet is stalled in a router because the required resources are dedicated to another packet. Through detailed evaluation targeting a 64-core processor and a set of server workloads, we show that our proposal improves system performance by 12% over the state-of-the-art single-cycle multi-hop mesh NOC.
近乎理想的服务器片上网络
服务器工作负载受益于在多核处理器上执行,因为它们具有大量的请求级并行性。服务器工作负载的一个关键特征是大量的指令占用。虽然共享的最后一级缓存(LLC)捕获了占用空间,但它需要低延迟的片上网络(NOC)来最大限度地减少由LLC提供服务的访问时的核心停机时间。由于严格的服务质量要求排除了在服务器处理器中使用精益核心,我们观察到,即使是最先进的单周期多跳NOC也远不是理想的,因为它们会对LLC访问延迟施加显著的NOC导致的延迟,并降低性能。大部分NOC延迟是由于每跳资源分配造成的。在本文中,我们利用主动资源分配(PRA)来消除单周期多跳网络中的每跳资源分配时间,以达到接近理想的服务器网络。PRA在(1)已知LLC拥有请求的数据,但数据尚未准备就绪的时间间隔,以及(2)由于所需资源专用于另一个数据包而导致数据包在路由器中停滞的时间间隔。通过针对64核处理器和一组服务器工作负载的详细评估,我们表明,我们的建议比最先进的单周期多跳网格NOC提高了12%的系统性能。
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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