Evaluating Dynamic Resource Allocation Strategies in Virtualized Data Centers

A. Wolke, Lukas Ziegler
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引用次数: 12

Abstract

Virtualization technology allows a dynamic allocation of VMs to servers. It reduces server demand and increases energy efficiency of data centers. Dynamic control strategies migrate VMs between servers in dependence to their actual workload. A concept that promises further improvements in VM allocation efficiency. In this paper we evaluate the applicability of DSAP in a deterministic environment. DSAP is a linear program, calculating VM allocations and live-migrations on workload patterns known a priori. Efficiency is evaluated by simulations as well as an experimental test bed infrastructure. Results are compared against alternative control approaches that we studied in preliminary works. Our findings are, dynamic allocation can reduce server demand at a reasonable service quality. Countermeasures are required to keep the number of live-migrations under control.
评估虚拟化数据中心中的动态资源分配策略
虚拟化技术支持将虚拟机动态分配给服务器。减少服务器需求,提高数据中心的能源效率。动态控制策略在依赖于实际工作负载的服务器之间迁移虚拟机。这个概念承诺进一步提高虚拟机分配效率。本文评估了DSAP在确定性环境中的适用性。DSAP是一个线性程序,根据已知的先验工作负载模式计算VM分配和实时迁移。通过仿真和实验试验台基础设施对效率进行了评估。结果与我们在初步工作中研究的其他控制方法进行了比较。我们的研究结果是,动态分配可以在合理的服务质量下减少服务器需求。需要采取对策来控制活移民的数量。
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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