• DocumentCode
    2977423
  • Title

    Dynamic VM Consolidation for Energy-Aware and SLA Violation Reduction in Cloud Computing

  • Author

    Zhibo Cao ; Shoubin Dong

  • Author_Institution
    Commun. & Comput. Network Lab. of Guangdong, South China Univ. of Technol., Guangzhou, China
  • fYear
    2012
  • fDate
    14-16 Dec. 2012
  • Firstpage
    363
  • Lastpage
    369
  • Abstract
    With the large-scale deployment of virtualized data centers, energy consumption and SLA (Service Level Agreement) violation have already become the urgent issue to be solved. And it is essential and important to design energy-aware allocation policy for energy-aware and SLA violation reduction. In this paper, we propose a novel allocation and selection policy for the dynamic virtual machine (VM) consolidation in virtualized data centers to reduce energy consumption and SLA violation. Firstly, we use the mean and standard deviation of CPU utilization for VM to determine the hosts overloaded or not, secondly we use the positive maximum correlation coefficient to select VMs from those overloading hosts for migration. Although the proposed allocation and selection policies performs a little worse than the previous ones in energy consumption, experiments show that it performs greatly better than the previous ones on the whole.
  • Keywords
    cloud computing; computer centres; contracts; energy consumption; power aware computing; virtual machines; CPU utilization; SLA violation reduction; cloud computing; dynamic VM consolidation; dynamic virtual machine; energy consumption; energy-aware allocation policy; energy-aware violation reduction; service level agreement; virtualized data centers; Cloud computing; Energy consumption; Equations; Mathematical model; Measurement; Resource management; Virtual environments; SLA violation; VM; cloud computing; energy consumption; energy-aware;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Parallel and Distributed Computing, Applications and Technologies (PDCAT), 2012 13th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-0-7695-4879-1
  • Type

    conf

  • DOI
    10.1109/PDCAT.2012.68
  • Filename
    6589306