Underprovisioning backup power infrastructure for datacenters

Di Wang, Sriram Govindan, A. Sivasubramaniam, A. Kansal, Jie Liu, Badriddine M. Khessib
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引用次数: 42

Abstract

While there has been prior work to underprovision the power distribution infrastructure for a datacenter to save costs, the ability to underprovision the backup power infrastructure, which contributes significantly to capital costs, is little explored. There are two main components in the backup infrastructure - Diesel Generators (DGs) and UPS units - which can both be underprovisioned (or even removed) in terms of their power and/or energy capacities. However, embarking on such underprovisioning mandates studying several ramifications - the resulting cost savings, the lower availability, and the performance and state loss consequences on individual applications - concurrently. This paper presents the first such study, considering cost, availability, performance and application consequences of underprovisioning the backup power infrastructure. We present a framework to quantify the cost of backup capacity that is provisioned, and implement techniques leveraging existing software and hardware mechanisms to provide as seamless an operation as possible for an application within the provisioned backup capacity during a power outage. We evaluate the cost-performance-availability trade-offs for different levels of backup underprovisioning for applications with diverse reliance on the backup infrastructure. Our results show that one may be able to completely do away with DGs, compensating for it with additional UPS energy capacities, to significantly cut costs and still be able to handle power outages lasting as high as 40 minutes (which constitute bulk of the outages). Further, we can push the limits of outage duration that can be handled in a cost-effective manner, if applications are willing to tolerate degraded performance during the outage. Our evaluations also show that different applications react differently to the outage handling mechanisms, and that the efficacy of the mechanisms is sensitive to the outage duration. The insights from this paper can spur new opportunities for future work on backup power infrastructure optimization.
数据中心备用电力基础设施配置不足
虽然之前已经有过为数据中心提供不足的配电基础设施以节省成本的工作,但对后备电力基础设施的不足能力(这对资本成本有很大贡献)却很少进行探索。备用基础设施中有两个主要组成部分——柴油发电机(dg)和UPS单元——它们的功率和/或能量容量都可能不足(甚至被拆除)。然而,着手处理这种供应不足要求同时研究几个后果——由此带来的成本节约、可用性降低,以及单个应用程序的性能和状态损失后果。本文提出了第一个这样的研究,考虑了备用电源基础设施不足的成本、可用性、性能和应用后果。我们提出了一个框架来量化所提供的备份容量的成本,并实现了利用现有软件和硬件机制的技术,以便在停电期间在所提供的备份容量范围内为应用程序提供尽可能无缝的操作。我们评估了对备份基础设施有不同依赖的应用程序的不同级别备份不足配置的成本-性能-可用性权衡。我们的研究结果表明,人们可以完全取消dg,用额外的UPS能量容量来补偿它,以显着降低成本,并且仍然能够处理长达40分钟的停电(这构成了停电的大部分)。此外,如果应用程序愿意忍受停机期间的性能下降,我们可以以经济有效的方式延长停机时间的限制。我们的评估还表明,不同的应用程序对中断处理机制的反应不同,并且这些机制的有效性对中断持续时间很敏感。本文的见解可以为备用电力基础设施优化的未来工作提供新的机会。
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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