• DocumentCode
    59746
  • Title

    Anchor: A Versatile and Efficient Framework for Resource Management in the Cloud

  • Author

    Hong Xu ; Baochun Li

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Toronto, Toronto, ON, Canada
  • Volume
    24
  • Issue
    6
  • fYear
    2013
  • fDate
    Jun-13
  • Firstpage
    1066
  • Lastpage
    1076
  • Abstract
    We present Anchor, a general resource management architecture that uses the stable matching framework to decouple policies from mechanisms when mapping virtual machines to physical servers. In Anchor, clients and operators are able to express a variety of distinct resource management policies as they deem fit, and these policies are captured as preferences in the stable matching framework. The highlight of Anchor is a new many-to-one stable matching theory that efficiently matches VMs with heterogeneous resource needs to servers, using both offline and online algorithms. Our theoretical analyses show the convergence and optimality of the algorithm. Our experiments with a prototype implementation on a 20-node server cluster, as well as large-scale simulations based on real-world workload traces, demonstrate that the architecture is able to realize a diverse set of policy objectives with good performance and practicality.
  • Keywords
    cloud computing; digital simulation; resource allocation; virtual machines; Anchor; VM; cloud; general resource management architecture; heterogeneous resource; large-scale simulations; many-to-one stable matching theory; offline algorithms; online algorithms; physical servers; real-world workload traces; server cluster; stable matching framework; virtual machines; Algorithm design and analysis; Cloud computing; Computer architecture; Educational institutions; Resource management; Servers; Stability analysis; Cloud computing; VM placement; resource management; stable matching;
  • fLanguage
    English
  • Journal_Title
    Parallel and Distributed Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1045-9219
  • Type

    jour

  • DOI
    10.1109/TPDS.2012.308
  • Filename
    6336751