SpotCheck:在现货市场上设计一个衍生的IaaS云

Prateek Sharma, Stephen Lee, Tian Guo, David E. Irwin, P. Shenoy
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引用次数: 122

摘要

基础设施即服务(IaaS)云平台以虚拟机(vm)的形式租用资源,根据各种合同条款提供不同级别的风险和成本。例如,用户可以在现货市场上购买通常价格便宜但风险很大的虚拟机,因为它们的价格随时间而变化,取决于市场供求情况,如果价格上涨过高,它们可能随时终止。目前,用户必须管理与使用现货服务器相关的所有风险。因此,传统观点认为,点服务器只适用于容忍延迟的批处理应用程序。在本文中,我们提出了一个衍生的云平台,称为SpotCheck,它可以透明地管理与用户使用现货服务器相关的风险。SpotCheck提供了一种IaaS平台的假象,即按需提供始终可用的虚拟机,其成本接近于现货服务器,并支持所有类型的应用程序,包括交互式应用程序。SpotCheck的设计结合了嵌套虚拟机与实时限时迁移和新颖的服务器池管理策略的使用,以最大限度地提高可用性,同时平衡风险和成本。我们在Amazon的EC2上实现了SpotCheck,并表明它i)为用户提供了99.9989%可用性的嵌套虚拟机,ii)与使用同等类型的按需虚拟机相比,节省了近5倍的成本,iii)消除了丢失虚拟机状态的任何风险。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
SpotCheck: designing a derivative IaaS cloud on the spot market
Infrastructure-as-a-Service (IaaS) cloud platforms rent resources, in the form of virtual machines (VMs), under a variety of contract terms that offer different levels of risk and cost. For example, users may acquire VMs in the spot market that are often cheap but entail significant risk, since their price varies over time based on market supply and demand and they may terminate at any time if the price rises too high. Currently, users must manage all the risks associated with using spot servers. As a result, conventional wisdom holds that spot servers are only appropriate for delay-tolerant batch applications. In this paper, we propose a derivative cloud platform, called SpotCheck, that transparently manages the risks associated with using spot servers for users. SpotCheck provides the illusion of an IaaS platform that offers always-available VMs on demand for a cost near that of spot servers, and supports all types of applications, including interactive ones. SpotCheck's design combines the use of nested VMs with live bounded-time migration and novel server pool management policies to maximize availability, while balancing risk and cost. We implement SpotCheck on Amazon's EC2 and show that it i) provides nested VMs to users that are 99.9989% available, ii) achieves nearly 5x cost savings compared to using equivalent types of on-demand VMs, and iii) eliminates any risk of losing VM state.
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