• DocumentCode
    673275
  • Title

    A Cloud data center optimization approach using dynamic data interchanges

  • Author

    Rappos, E. ; Robert, Stephane ; Riedi, Rudolf H.

  • Author_Institution
    Haute Ecole d´Ing. et de Geston du Canton de Vaud, Univ. of Appl. Sci. of Western Switzerland, Yverdon-les-Bains, Switzerland
  • fYear
    2013
  • fDate
    11-13 Nov. 2013
  • Firstpage
    175
  • Lastpage
    179
  • Abstract
    Distributed data center architectures have been recently developed for a more efficient and economical storage of data. In many models of distributed storage, the aim is to store the data in such a way so that the storage costs are minimized and increased redundancy requirements are maintained. However, many approaches do not fully consider issues relating to delivering the data to the end user and the associated costs that this creates. We present an integer programming optimization model for determining the optimal allocation of data components among a network of Cloud data servers in such a way that the total costs of additional storage, estimated data retrieval costs and network delay penalties is minimized. The method is suitable for periodic dynamic reconfiguration of the Cloud data servers, so that the when localized data request spikes occur the data can be moved to a closer or cheaper data server for cost reduction and increased efficiency.
  • Keywords
    cloud computing; computer centres; information retrieval; integer programming; cloud data center optimization approach; cloud data servers; data retrieval estimation; data server; distributed data center architectures; distributed storage; dynamic data interchanges; economical storage; integer programming optimization model; network delay penalties; optimal allocation; Conferences; Data models; Distributed databases; Mathematical model; Optimization; Resource management; Servers; cache storage; grid computing; mathematical programming;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cloud Networking (CloudNet), 2013 IEEE 2nd International Conference on
  • Conference_Location
    San Francisco, CA
  • Type

    conf

  • DOI
    10.1109/CloudNet.2013.6710573
  • Filename
    6710573