• DocumentCode
    270619
  • Title

    A hierarchical, topology-aware approach to dynamic data centre management

  • Author

    Keller, Gastón ; Tighe, Michael ; Lutfiyya, Hanan ; Bauer, Matthias

  • Author_Institution
    Dept. of Comput. Sci., Univ. of Western Ontario, London, ON, Canada
  • fYear
    2014
  • fDate
    5-9 May 2014
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    Increasingly, applications are moving into the cloud, which is actually supported by large-scale data centres on the ground. These data centres are complex systems to manage and centralized solutions might not be able to meet the required scale nor make an efficient use of their networks. In this paper, we propose a hierarchical approach to dynamic resource management in data centres, where we leverage the topology of the data centre network to design the management hierarchy. We define a set of aggregate metrics at various levels in the hierarchy to convey system state information to higher management levels, and define managers´ responsibilities and interactions. We evaluate our proposed approach through simulation. Experiments show that this management approach greatly reduces the flow of management data across the data centre network, thus reducing network overhead.
  • Keywords
    cloud computing; computer centres; resource allocation; virtualisation; centralized solutions; complex systems; data centre network; dynamic data centre management; dynamic resource management; hierarchical topology-aware approach; large-scale data centres; manager interactions; manager responsibilities; system state information; Dynamic scheduling; Knowledge based systems; Measurement; Monitoring; Power demand; Resource management; Servers; SLA management; cloud management; data center management; energy management; virtualized infrastructure management;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Network Operations and Management Symposium (NOMS), 2014 IEEE
  • Conference_Location
    Krakow
  • Type

    conf

  • DOI
    10.1109/NOMS.2014.6838395
  • Filename
    6838395