An analysis of elasticity in cloud computing environments based on allocation time and resources

E. Coutinho, D. Gomes, J. Souza
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引用次数: 10

Abstract

Elasticity is a key feature of cloud computing. Its application has become an increasing need due to the dynamic nature of different applications and different workloads imposed by them. This article aims to analyze the behavior of the elasticity in a cloud computing environment, based on some metrics related to response time of allocation operations and used resources in a cloud computing environment. A proposal of seven metrics for evaluation of the elasticity is presented. An experiment to validate the proposal and analysis of elasticity in a cloud computing environment is described with microbenchmarks and a scientific application. At the end, a discussion of the results and future work.
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基于时间和资源分配的云计算环境弹性分析
弹性是云计算的一个关键特性。由于不同应用程序的动态性和它们所带来的不同工作负载,它的应用已成为日益增长的需求。本文旨在基于与云计算环境中分配操作和使用资源的响应时间相关的一些指标,分析云计算环境中弹性的行为。提出了评价弹性的七个指标。通过微基准测试和科学应用,描述了在云计算环境中验证弹性建议和分析的实验。最后,对研究结果和今后的工作进行了讨论。
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