• DocumentCode
    3652100
  • Title

    Towards an improved data centre simulation with DCSim

  • Author

    Michael Tighe;Gaston Keller;Jamil Shamy;Michael Bauer;Hanan Lutfiyya

  • Author_Institution
    Dept. of Comput. Sci., Univ. of Western Ontario, London, ON, Canada
  • fYear
    2013
  • Firstpage
    364
  • Lastpage
    372
  • Abstract
    Computing is increasingly moving into large-scale data centres, providing resources on-demand for clients on a pay-per-usage basis. One form of such on-demand computing is an Infrastructure as a Service (IaaS) Cloud, which provides low level access to virtualized resources. Developing and evaluating data centre management techniques for such large-scale data centres presents a significant challenge. As such, most work turns to simulation tools as the test environment. We present a number of extensions and additional features to an existing simulation tool, DCSim. Our improvements to DCSim include work on the core of the simulator, improved event, communication and management mechanisms, and a more complete model of the structure of a data centre. We also present improved simulation configuration tools and output, including a unique visualization tool. We evaluate the usefulness of the simulator through a demonstration of its use in comparing dynamic VM management techniques.
  • Keywords
    "Data models","Measurement","Bandwidth","Computational modeling","Virtualization","Conferences","Support vector machines"
  • Publisher
    ieee
  • Conference_Titel
    Network and Service Management (CNSM), 2013 9th International Conference on
  • Type

    conf

  • DOI
    10.1109/CNSM.2013.6727859
  • Filename
    6727859