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MECOM: Live migration of virtual machines by adaptively compressing memory pages

机译:MECOM:通过自适应压缩内存页面来实时迁移虚拟机

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摘要

Live migration of virtual machines has been a powerful tool to facilitate system maintenance, load balancing, fault tolerance, and power-saving, especially in clusters or data centers. Although pre-copy is extensively used to migrate memory data of virtual machines, it cannot provide quick migration with low network overhead but leads to large performance degradation of virtual machine services due to the great amount of transferred data during migration. To solve the problem, this paper presents the design and implementation of a novel memory-compression-based VM migration approach (MECOM for short) that uses memory compression to provide fast, stable virtual machine migration, while guaranteeing the virtual machine services to be slightly affected. Based on memory page characteristics, we design an adaptive zero-aware compression algorithm for balancing the performance and the cost of virtual machine migration. Using the proposed scheme pages are rapidly compressed in batches on the source and exactly recovered on the target. Experimental results demonstrate that compared with Xen, our system can significantly reduce downtime, total migration time, and total transferred data by 27.1%, 32%, and 68.8% respectively.
机译:虚拟机的实时迁移已成为促进系统维护,负载平衡,容错和节能的强大工具,尤其是在集群或数据中心中。尽管预复制已广泛用于迁移虚拟机的内存数据,但由于迁移过程中传输了大量数据,因此它无法以较低的网络开销提供快速迁移,但会导致虚拟机服务的性能大幅下降。为了解决该问题,本文提出了一种基于内存压缩的新型VM迁移方法(以下简称MECOM)的设计和实现,该方法使用内存压缩来提供快速,稳定的虚拟机迁移,同时保证虚拟机服务稍有减少。受到影响。基于内存页面的特征,我们设计了一种自适应的零感知压缩算法,以平衡虚拟机迁移的性能和成本。使用建议的方案,页面在源上快速成批压缩,并在目标上完全恢复。实验结果表明,与Xen相比,我们的系统可以分别将停机时间,总迁移时间和总传输数据分别减少27.1%,32%和68.8%。

著录项

  • 来源
    《Future generation computer systems》 |2014年第9期|23-35|共13页
  • 作者单位

    Cluster and Grid Computing Lab, Services Computing Technology and System Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China;

    Cluster and Grid Computing Lab, Services Computing Technology and System Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China,School of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan, 430065, China;

    Cluster and Grid Computing Lab, Services Computing Technology and System Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China;

    Cluster and Grid Computing Lab, Services Computing Technology and System Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China;

    Cluster and Grid Computing Lab, Services Computing Technology and System Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China;

    Baofeng Network Technology Co., Ltd., Beijing, 100191, China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Virtual machine; Live migration; Compression algorithm; Pre-copy;

    机译:虚拟机;实时迁移;压缩算法;预复制;

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