通过docker容器迁移实现跨边缘服务器的高效服务切换

Lele Ma, Shanhe Yi, Qun A. Li
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引用次数: 148

摘要

在边缘计算平台上卸载服务时,支持移动客户端的平滑移动非常重要。无中断的客户端移动性要求将卸载服务无缝迁移到附近的边缘服务器。然而,在WAN环境中,跨边缘服务器的卸载服务的快速迁移对切换服务设计提出了重大挑战。在本文中,我们提出了一种新颖的服务切换系统,该系统可以在移动客户端移动时无缝地将卸载服务迁移到最近的边缘服务器。服务切换是通过容器迁移实现的。我们在Docker容器迁移过程中发现了一个重要的性能问题。在系统研究容器层管理和镜像堆叠的基础上,提出了一种不依赖分布式文件系统,利用分层存储系统减少文件系统同步开销的迁移方法。我们实现了一个原型系统,并使用真实世界的产品应用程序进行实验。评估结果显示,与为边缘计算平台设计的最先进的服务切换系统相比,我们的系统在网络带宽为5Mbps(20Mbps)的情况下,将服务切换总持续时间缩短了80%(56%)。
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Efficient service handoff across edge servers via docker container migration
Supporting smooth movement of mobile clients is important when offloading services on an edge computing platform. Interruption-free client mobility demands seamless migration of the offloading service to nearby edge servers. However, fast migration of offloading services across edge servers in a WAN environment poses significant challenges to the handoff service design. In this paper, we present a novel service handoff system which seamlessly migrates offloading services to the nearest edge server, while the mobile client is moving. Service handoff is achieved via container migration. We identify an important performance problem during Docker container migration. Based on our systematic study of container layer management and image stacking, we propose a migration method which leverages the layered storage system to reduce file system synchronization overhead, without dependence on the distributed file system. We implement a prototype system and conduct experiments using real world product applications. Evaluation results reveal that compared to state-of-the-art service handoff systems designed for edge computing platforms, our system reduces the total duration of service handoff time by 80%(56%) with network bandwidth 5Mbps(20Mbps).
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