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Energy Proportional Datacenter Networks

机译:能源比例数据中心网络

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Numerous studies have shown that datacenter computers rarely operate at full utilization, leading to a number of proposals for creating servers that are energy proportional with respect to the computation that they are performing. In this paper, we show that as servers themselves become more energy proportional, the data-center network can become a significant fraction (up to 50%) of cluster power. In this paper we propose several ways to design a high-performance datacenter network whose power consumption is more proportional to the amount of traffic it is moving- that is, we propose energy proportional datacenter networks.rnWe first show that a flattened butterfly topology itself is inherently more power efficient than the other commonly proposed topology for high-performance datacenter networks. We then exploit the characteristics of modern plesiochronous links to adjust their power and performance envelopes dynamically. Using a network simulator, driven by both synthetic workloads and production data-center traces, we characterize and understand design tradeoffs, and demonstrate an 85% reduction in power - which approaches the ideal energy-proportionality of the network.rnOur results also demonstrate two challenges for the designers of future network switches: 1) We show that there is a significant power advantage to having independent control of each unidirectional channel comprising a network link, since many traffic patterns show very asymmetric use, and 2) system designers should work to optimize the high-speed channel designs to be more energy efficient by choosing optimal data rate and equalization technology. Given these assumptions, we demonstrate that energy proportional datacenter communication is indeed possible.
机译:大量研究表明,数据中心计算机很少能充分利用其运行能力,因此提出了许多建议,以创建与它们执行的计算成正比的能量的服务器。在本文中,我们表明,随着服务器本身的能源比例越来越高,数据中心网络可能会成为集群电源的重要组成部分(最多50%)。在本文中,我们提出了几种设计高性能数据中心网络的方法,该网络的功耗与正在移动的业务量成正比,即提出了能量比例数据中心网络。首先,我们证明扁平化的蝶形拓扑本身就是本质上比高性能数据中心网络的其他常用拓扑更节能。然后,我们利用现代准同步链路的特性来动态调整其功率和性能范围。使用由综合工作负载和生产数据中心跟踪驱动的网络模拟器,我们可以表征和理解设计折衷方案,并证明功耗降低了85%-接近网络的理想能源比例。rn我们的结果还证明了两个挑战对于未来的网络交换机设计人员:1)我们证明了对包含网络链路的每个单向通道进行独立控制具有明显的功耗优势,因为许多流量模式显示出非常不对称的使用方式,并且2)系统设计人员应致力于优化高速通道通过选择最佳数据速率和均衡技术来提高能源效率。基于这些假设,我们证明了能量成比例的数据中心通信确实是可行的。

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