逗号:协调多层应用程序的迁移

Jie Zheng, T. Ng, K. Sripanidkulchai, Zhaolei Liu
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引用次数: 39

摘要

在当今的虚拟化云计算环境中,广泛部署了多层应用程序。同时,在这些虚拟化环境中的管理操作,如负载平衡、硬件维护、工作负载整合等,通常会使用live virtual machine (VM)迁移来控制VM的位置。虽然现有的解决方案能够有效地迁移单个虚拟机,但很少有人关注多层应用程序中相关虚拟机的迁移。在迁移过程中忽略虚拟机的相关性可能会导致应用程序性能严重下降。本文阐述了多层应用程序迁移问题,提出了一种新的通信影响驱动的协调方法,并实现了一个名为COMMA的系统。通过广泛的试验台实验、数值分析和在Amazon EC2上的COMMA演示,我们表明这种方法在最小化迁移对多层应用程序性能的影响方面非常有效。
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COMMA: coordinating the migration of multi-tier applications
Multi-tier applications are widely deployed in today's virtualized cloud computing environments. At the same time, management operations in these virtualized environments, such as load balancing, hardware maintenance, workload consolidation, etc., often make use of live virtual machine (VM) migration to control the placement of VMs. Although existing solutions are able to migrate a single VM efficiently, little attention has been devoted to migrating related VMs in multi-tier applications. Ignoring the relatedness of VMs during migration can lead to serious application performance degradation. This paper formulates the multi-tier application migration problem, and presents a new communication-impact-driven coordinated approach, as well as a system called COMMA that realizes this approach. Through extensive testbed experiments, numerical analyses, and a demonstration of COMMA on Amazon EC2, we show that this approach is highly effective in minimizing migration's impact on multi-tier applications' performance.
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