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AutoCSD: Automatic Cloud System Deployment in Data Centers

机译:AutoCAD:数据中心中的自动云系统部署

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It is a huge challenge to deploy a cloud computing system in large-scale data centers. In order to help resolve this issue, we propose an automatic cloud system deployment approach with the characteristics of reliability, availability, and load balance. Specifically, we use workflow to deal with the dependencies among the automatic deployment processes of a cloud system. We also design a failover mechanism to avoid the single point failure of the deployment server. Besides, we adopt a load balancing algorithm to solve the bottleneck problem of deploying a cloud system. We implement a prototype, and evaluate it with 16 physical nodes as well as a virtualized environment with 160 virtual machines. Experimental results show that the average deployment time under our approach is lower than that with traditional deployment methods. In addition, it achieves a cloud system deployment success ratio of up to 90%, even in the high-concurrency environment.
机译:在大型数据中心中部署云计算系统是一个巨大的挑战。为了帮助解决此问题,我们提出了一种具有可靠性,可用性和负载平衡特性的自动云系统部署方法。具体来说,我们使用工作流来处理云系统的自动部署过程之间的依赖关系。我们还设计了一种故障转移机制,以避免部署服务器的单点故障。此外,我们采用负载均衡算法来解决部署云系统的瓶颈问题。我们实现了一个原型,并使用16个物理节点以及具有160个虚拟机的虚拟化环境对其进行了评估。实验结果表明,在我们的方法下,平均部署时间比传统的部署方法要短。此外,即使在高并发环境中,它也可以实现高达90%的云系统部署成功率。

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