以太:在多租户数据中心中提供交互服务和公平性

Mojtaba MalekpourShahraki, Brent E. Stephens, Balajee Vamanan
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引用次数: 7

摘要

多租户数据中心和云网络必须为租户应用程序提供隔离和交互式服务,其中许多应用程序对尾流完成时间很敏感。网络运营商还必须确保网络容量的高利用率,以降低成本。在时间或空间上对网络容量进行静态分区的现有方法提供了良好的隔离,但存在利用率不足的问题。为租户动态分配容量的现有方案会导致公平性降低或尾流完成时间过长。为了克服这些限制,我们提出了以太。以太能够克服这些限制,因为它可以在短时间内优先考虑突发流,同时仍然确保长时间的公平性。在本文中,我们提出了以太的初步设计,并讨论了其在当今可编程交换机中的可行性。我们的评估表明,在高负载下,与理想的公平排队(FQ)相比,Ether在尾流完成时间(FCT)方面提高了23%,同时仍然提供与FQ相似的公平性。相比之下,优化FCT的pFabric与Ether相比,公平性恶化了1.8倍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Ether: Providing both Interactive Service and Fairness in Multi-Tenant Datacenters
Multi-tenant datacenters and cloud networks must provide both isolation and interactive service to tenant applications, many of which are sensitive to tail flow completion times. Network operators must also ensure high utilization of network capacity to reduce cost. Existing approaches that statically partition network capacity, in either time or space, provide good isolation but suffer from under-utilization. Existing schemes that dynamically allocate capacity to tenants incur either decreased fairness or high tail flow completion times. To overcome these limitations, we propose Ether. Ether is able to overcome these limitations because it can prioritize bursty flows during short congestion episodes while still ensuring fairness at long timescales. In this paper, we present a preliminary design of Ether and discuss its feasibility in today's programmable switches. Our evaluations show that, at high loads, Ether achieves 23% improvement in tail flow completion times (FCT) when compared with idealized fair queueing (FQ) while still providing similar fairness as FQ. In contrast, pFabric, which optimizes FCT, worsens fairness by a factor of 1.8 when compared with Ether.
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