GC-CR:用于云中检查点的分散式垃圾收集器组件

Thouraya Louati, Heithem Abbes, C. Cérin, M. Jemni
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引用次数: 4

摘要

基于基础设施即服务(iaas)容器的虚拟化技术作为运行分布式应用程序的替代平台,在业界引起了极大的兴趣。随着云计算架构规模的不断扩大,故障的发生也越来越频繁。在这种情况下,检查点重新启动是在故障中存活下来的关键方法。然而,有必要减少检查点数据的数量,因为云是基于现收现付模式的。本文解决了LXCloud-CR中的垃圾收集问题,并提供了一个新的分散垃圾收集组件GC-CR。LXCloud-CR是一种去中心化的Checkpoint-Restart模型,它能够获取Linux Container实例的快照,并使用复制来提高快照的可用性。LXCloud-CR包含每个副本的版本控制方案。缺点是随着无用文件数量的增加,版本控制中的快照可用性问题。GC-CR是一个分散的垃圾收集器(检查点删除)组件,它试图从系统中识别和消除旧的快照版本,以释放存储空间。Grid5000测试平台上的大规模实验证明了我们的建议的好处。得到的结果验证了我们的模型,并显示了存储空间消耗的显著减少
本文章由计算机程序翻译,如有差异,请以英文原文为准。
GC-CR: A Decentralized Garbage Collector Component for Checkpointing in Clouds
Infrastructure-as-a-Service container-based virtualization technology is gaining significant interest in industry as an alternative platform for running distributed applications. With increasing scale of Cloud Computing architectures, faults are becoming a frequent occurrence. Checkpoint-Restart is a key method to survive to failures in this context. However, there is a need to reduce the amount of checkpointing data as the Cloud is based on the pay-as-you-go model. This paper addresses the issue of garbage collection in LXCloud-CR and contributes with a novel decentralized garbage collection component GC-CR. LXCloud-CR, a decentralized Checkpoint-Restart model, is able to take snapshots of Linux Container instances and it uses replication to increase snapshots availability. LXCloud-CR contains a versioning scheme for each replica. The disadvantage refers to snapshots availability issues with versioning as the number of useless files grows. GC-CR is a decentralized garbage collector (checkpoint deletion) component that attempts to identify and eliminate old snapshots versions from the system in order to free storage space. Large scale experiments on the Grid5000 testbed demonstrate the benefits of our proposal. Obtained results validate our model and show significant reduction of storage space consumption
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