Elasticity Economics of Cloud-Based Applications

Basem Suleiman
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引用次数: 20

Abstract

Cloud infrastructure services offer elastic computing resources that particularly match the requirements of web transactional applications. Such applications, e.g., e-business applications, have high business value and variable workload patterns and therefore utilizing such elastic cloud resources in a cost-effective way is crucial need for cloud consumers. Defining economic elasticity rules, however, is not trivial as it requires (i) running considerable number of experiments with different parameters/metrics and workloads (ii) collecting appropriate cloud and application cost/performance measurements and (iii) performing cost/performance trade-off analysis. In this paper we introduce our on-going work on elasticity economics platform that supports cloud consumers to achieve the above three requirements. We also discuss the key elements of the elasticity economics platform and our early prototyping experience.
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基于云的应用程序的弹性经济学
云基础设施服务提供弹性计算资源,特别适合web事务应用程序的需求。此类应用程序(例如电子商务应用程序)具有很高的业务价值和可变的工作负载模式,因此以经济有效的方式利用此类弹性云资源是云消费者的关键需求。然而,定义经济弹性规则并非易事,因为它需要(i)使用不同的参数/指标和工作负载运行大量的实验(ii)收集适当的云和应用程序成本/性能测量值,以及(iii)执行成本/性能权衡分析。在本文中,我们介绍了我们正在进行的弹性经济平台的工作,该平台支持云消费者实现上述三个需求。我们还讨论了弹性经济平台的关键要素和我们的早期原型经验。
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