DoCloud: An elastic cloud platform for Web applications based on Docker

Chuanqi Kan
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引用次数: 53

Abstract

Internet is growing at an alarming rate, and Web applications have permeated every aspect of people's life. Cloud computing provides a powerful computing model that allows users to access resources on-demand and pay as they use. Cloud computing attracts an increasing number of developers to migrate their Web applications to cloud platforms. Cloud platforms should provide elasticity ability to change the amount of resources allocated to a Web application in order to meet the actual varying demands because of the changing workload. In this paper, we design and implement DoCloud which is an elastic cloud platform based on Docker. In DoCloud, we adopt adding or removing Docker containers to change a Web application's resource and we build a hybrid elasticity controller that incorporates proactive model and reactive model for scale out coupled with proactive model for scale in. Our experiments show that DoCloud can dynamically allocate resources to applications within seconds and maintain higher resource utilization in a single container.
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DoCloud:基于Docker的Web应用的弹性云平台
Internet正以惊人的速度发展,Web应用程序已经渗透到人们生活的方方面面。云计算提供了一个强大的计算模型,允许用户按需访问资源并按需付费。云计算吸引了越来越多的开发人员将他们的Web应用程序迁移到云平台。云平台应该提供弹性能力来更改分配给Web应用程序的资源量,以满足由于工作负载变化而导致的实际需求变化。本文设计并实现了基于Docker的弹性云平台DoCloud。在DoCloud中,我们通过添加或删除Docker容器来改变Web应用程序的资源,我们构建了一个混合弹性控制器,它结合了主动模型和响应模型,用于向外扩展,以及主动模型用于向内扩展。我们的实验表明,DoCloud可以在几秒钟内动态地将资源分配给应用程序,并在单个容器中保持较高的资源利用率。
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