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Speeding Up VM Startup by Cooperative VM Image Caching

机译:通过协作VM图像缓存加快VM启动

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摘要

Virtual machine (VM) management is at the core of virtualized cloud data centers. Among others, how to reduce the startup delay of VMs is a key issue for improving user experience and resource utility. In this paper, we study this issue by jointly considering VM placement and VM image caching. We formulate the joint placement problem and design several joint algorithms, including both online and offline algorithms, to speed up VM startup. In our design, we adopt the cooperative caching approach, where image cache copies are shared among physical machines (PMs) so as to reduce image retrieval time. The key point of our algorithms lies in how to appropriately place VM image cache among PMs so as to speed up VM startup as much as possible. The proposed algorithms are evaluated by extensive simulations via SimGrid. The results show that our algorithms can achieve shorter startup delay in most cases, compared with existing ones.
机译:虚拟机(VM)管理处于虚拟化云数据中心的核心。其中,如何降低VM的启动延迟是改进用户体验和资源实用程序的关键问题。在本文中,我们通过共同考虑VM放置和VM图像缓存来研究此问题。我们制定联合放置问题,并设计多个联合算法,包括在线和离线算法,加快VM启动。在我们的设计中,我们采用了合作缓存方法,其中图像缓存副本在物理机器(PMS)之间共享,以降低图像检索时间。我们的算法的关键点在于如何在PM中适当地将VM图像高速缓存放置,以便尽可能加速VM启动。所提出的算法通过SimGrid进行广泛的仿真来评估。结果表明,与现有案例相比,我们的算法可以在大多数情况下实现更短的启动延迟。

著录项

  • 来源
    《Cloud Computing, IEEE Transactions on》 |2021年第1期|360-371|共12页
  • 作者单位

    Sun Yat Sen Univ Minist Educ Sch Data & Comp Sci Guangdong Prov Key Lab Big Data Anal & Proc Guangzhou 510006 Peoples R China|Sun Yat Sen Univ Minist Educ Key Lab Machine Intelligence & Adv Comp Guangzhou 510006 Peoples R China;

    Sun Yat Sen Univ Minist Educ Sch Data & Comp Sci Guangdong Prov Key Lab Big Data Anal & Proc Guangzhou 510006 Peoples R China|Sun Yat Sen Univ Minist Educ Key Lab Machine Intelligence & Adv Comp Guangzhou 510006 Peoples R China;

    Sun Yat Sen Univ Minist Educ Sch Data & Comp Sci Guangdong Prov Key Lab Big Data Anal & Proc Guangzhou 510006 Peoples R China|Sun Yat Sen Univ Minist Educ Key Lab Machine Intelligence & Adv Comp Guangzhou 510006 Peoples R China;

    State Univ New York New Paltz Dept Comp Sci New York NY 12561 USA;

    Nanjing Univ Aeronaut & Astronaut Coll Comp Sci & Technol Nanjing 210016 Peoples R China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Cloud computing; data caching; data centers; resource management; VM placement;

    机译:云计算;数据缓存;数据中心;资源管理;VM放置;

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