Template-based memory deduplication method for inter-data center live migration of virtual machines

Mingyu Li, Mian Zheng, Xiaohui Hu
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引用次数: 5

Abstract

Live migration of virtual machines (VMs) can benefit data centers through load balancing, fault tolerance, energy saving, etc. Although live migration between geographically distributed data centers can enable optimized scheduling of resources in a large area, it remains expensive and difficult to implement. One of the main challenges is transferring the memory state over WAN. There is a conflict between the low data transmission speed over WAN and the rapid change of memory contents. This paper proposes a novel live migration method with page-count-based data deduplication, which takes advantage of the fact that VMs running same or similar operating systems and other software tend to have identical memory pages. Template pages are selected based on number of occurrences of each page across multiple VMs and indexed by content hash. When a memory page is transferred, the source host first compares it with the templates. If a match is identified, the source host transfers the index instead of the data of the memory page. The experimental results show that our approach reduces the migration time by 27% and the data transferred by 38% on average compared to the default method of QEMU-KVM.
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基于模板的内存重复数据删除方法,用于虚拟机在数据中心间热迁移
虚拟机的热迁移可以为数据中心带来负载均衡、容错、节能等好处。尽管地理上分布的数据中心之间的实时迁移可以实现大范围内资源的优化调度,但它仍然昂贵且难以实现。主要的挑战之一是通过WAN传输内存状态。广域网上数据传输速度慢与存储器内容变化快之间存在矛盾。本文利用运行相同或类似操作系统和其他软件的虚拟机往往具有相同内存页面的特点,提出了一种基于页面计数的重复数据删除的实时迁移方法。模板页是根据每个页面在多个vm中的出现次数来选择的,并根据内容散列进行索引。在传输内存页时,源主机首先将其与模板进行比较。如果识别出匹配项,源主机将传输索引而不是内存页的数据。实验结果表明,与QEMU-KVM的默认方法相比,我们的方法平均减少了27%的迁移时间和38%的数据传输。
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