面向虚拟计算环境的共享感知资源管理算法

Safraz Rampersaud
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引用次数: 0

摘要

虚拟化技术在世界各地的数据中心无处不在,供应商考虑运营成本和快速交付保证各种有利可图的服务。在竞争环境中,快速进入市场、技术进步和服务价格差异将持续的提供商与过时的提供商区分开来,提供商应该始终如一地调用提高其虚拟化服务效率的措施。因此,寻求更高效率和利润机会的供应商应该考虑如何在利用内存回收技术(特别是页面共享)的虚拟计算环境中管理他们的资源;激励设计新的共享感知资源管理算法。在这篇博士论文中,我们设计了一系列用于虚拟计算环境中资源管理的离线和在线共享感知算法,并研究了它们的特性及其与各种共享模型的关系。我们的贡献创新了新的近似算法的设计,提供了相关的性能保证。
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Sharing-Aware Resource Management Algorithms for Virtual Computing Environments
Virtualization technologies are ubiquitous in data centers around the world where providers consider operational costs and fast delivery guarantees for a variety of profitable services. Providers should consistently invoke measures for increasing the efficiency of their virtualized services in a competitive environment where fast entry to market, technology advancement, and service price differentials separate sustaining providers from antiquated ones. Therefore, providers seeking further efficiencies and profit opportunties should consider how their resources are managed in virtual computing environments which leverage memory reclamation techniques, specifically pagesharing; motivating the design of new sharing-aware resource management algorithms. In this Ph.D. dissertation, we design families of offline and online sharing-aware algorithms for resource management in virtual computing environments, and investigate their properties and their relationships to various sharing models. Our contribution innovates the design of new approximation algorithms offering relevant performance guarantees.
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