云基础设施的性能和电源管理

H. N. Van, F. Tran, Jean-Marc Menaud
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引用次数: 199

摘要

云计算数据中心的一个关键问题是通过最小化功耗和对托管应用程序的SLA违反来实现利润最大化。在本文中,我们提出了一个资源管理框架,该框架结合了基于实用程序的动态虚拟机配置管理器和动态虚拟机放置管理器。这两个问题都被建模为约束满足问题。VM配置过程的目标是最大化全局实用程序,同时捕获托管应用程序在sla方面的性能和云计算基础设施的能源相关运营成本。我们展示了几个实验,说明如何通过高级句柄控制系统,在应用程序性能和能耗之间做出不同的权衡,或者在争用情况下仲裁资源分配。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance and Power Management for Cloud Infrastructures
A key issue for Cloud Computing data-centers is to maximize their profits by minimizing power consumption and SLA violations of hosted applications. In this paper, we propose a resource management framework combining a utility-based dynamic Virtual Machine provisioning manager and a dynamic VM placement manager. Both problems are modeled as constraint satisfaction problems. The VM provisioning process aims at maximizing a global utility capturing both the performance of the hosted applications with regard to their SLAs and the energy-related operational cost of the cloud computing infrastructure. We show several experiments how our system can be controlled through high level handles to make different trade-off between application performance and energy consumption or to arbitrate resource allocations in case of contention.
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