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首页> 外文期刊>Parallel and Distributed Systems, IEEE Transactions on >VMThunder: Fast Provisioning of Large-Scale Virtual Machine Clusters
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VMThunder: Fast Provisioning of Large-Scale Virtual Machine Clusters

机译:VMThunder:大型虚拟机群集的快速配置

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摘要

Infrastructure as a service (IaaS) allows users to rent resources from the Cloud to meet their various computing requirements. The pay-as-you-use model, however, poses a nontrivial technical challenge to the IaaS cloud service providers: how to fast provision a large number of virtual machines (VMs) to meet users' dynamic computing requests? We address this challenge with VMThunder, a new VM provisioning tool, which downloads data blocks on demand during the VM booting process and speeds up VM image streaming by strategically integrating peer-to-peer (P2P) streaming techniques with enhanced optimization schemes such as transfer on demand, cache on read, snapshot on local, and relay on cache. In particular, VMThunder stores the original images in a share storage and in the meantime it adopts a tree-based P2P streaming scheme so that common image blocks are cached and reused across the nodes in the cluster. We implement VMThunder in CentOS Linux and thoroughly test its performance. Comprehensive experimental results show that VMThunder outperforms the state-of-the-art VM provisioning methods, with respect to scalability, latency, and VM runtime I/O performance.
机译:基础架构即服务(IaaS)允许用户从云租用资源以满足其各种计算要求。但是,按使用付费模式给IaaS云服务提供商带来了不平凡的技术挑战:如何快速配置大量虚拟机(VM)以满足用户的动态计算请求?我们使用新的VM置备工具VMThunder解决了这一挑战,该工具可在VM启动过程中按需下载数据块,并通过策略性地将点对点(P2P)流技术与增强的优化方案(例如传输)集成在一起,从而加快了VM映像流的速度。按需,读取时缓存,本地快照和中继缓存。特别是,VMThunder将原始图像存储在共享存储中,同时,它采用基于树的P2P流传输方案,以便在群集中的各个节点之间缓存和重用公共图像块。我们在CentOS Linux中实现VMThunder,并对其性能进行全面测试。全面的实验结果表明,在可伸缩性,延迟和VM运行时I / O性能方面,VMThunder优于最新的VM置备方法。

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