• DocumentCode
    3193373
  • Title

    On P2P mechanisms for VM image distribution in cloud data centers: Modeling, analysis and improvement

  • Author

    Di Wu ; Yupeng Zeng ; Jian He ; Yi Liang ; Yonggang Wen

  • Author_Institution
    Dept. of Comput. Sci., Sun Yat-Sen Univ., Guangzhou, China
  • fYear
    2012
  • fDate
    3-6 Dec. 2012
  • Firstpage
    50
  • Lastpage
    57
  • Abstract
    To provide elastic cloud services with QoS guarantee, it is essential for cloud data centers to provision virtual machines rapidly according to user requests. Due to bandwidth bottleneck of centralized model, P2P model is recently adopted in data centers to relieve server workload by enabling sharing among VM instances. In this paper, we develop a simple theoretic model to analyze two typical P2P models for VM image distribution, namely, isolated-image P2P distribution model and cross-image P2P distribution model. We compare their efficiency under different parameter settings and derive their corresponding optimal server bandwidth allocation strategies. In addition, we also propose a practical optimal server bandwidth provisioning algorithm for chunk-level cross-image P2P distribution mechanism to further improve its efficiency. Extensive simulations are conducted to validate the effectiveness of our proposed algorithm.
  • Keywords
    cloud computing; computer centres; image processing; peer-to-peer computing; quality of service; service-oriented architecture; virtual machines; QoS; VM image distribution; VM instances; centralized model bandwidth bottleneck; chunk-level cross-image P2P distribution mechanism; cloud data centers; cross-image P2P distribution model; elastic cloud services; isolated-image P2P distribution model; optimal server bandwidth allocation strategies; optimal server bandwidth provisioning algorithm; parameter settings; server workload; user requests; virtual machines; Analytical models; Bandwidth; Cloud computing; Computational modeling; Data models; Optimization; Servers; cloud data centers; image distribution; virtual machine (VM);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cloud Computing Technology and Science (CloudCom), 2012 IEEE 4th International Conference on
  • Conference_Location
    Taipei
  • Print_ISBN
    978-1-4673-4511-8
  • Electronic_ISBN
    978-1-4673-4509-5
  • Type

    conf

  • DOI
    10.1109/CloudCom.2012.6427568
  • Filename
    6427568