• DocumentCode
    599930
  • Title

    Dynamic Data Replication Scheme in the Cloud Computing Environment

  • Author

    Myunghoon Jeon ; Kwang-Ho Lim ; Hyun Ahn ; Byoung-Dai Lee

  • Author_Institution
    Dept. of Comput. Sci., Kyonggi Univ., Suwon, South Korea
  • fYear
    2012
  • fDate
    3-4 Dec. 2012
  • Firstpage
    40
  • Lastpage
    47
  • Abstract
    In the cloud computing environment, data replication strategy (DRS) is used to improve data access. Related studies have proposed data replication strategies. The performances of these strategies are closely related to the users´ access patterns, and work optimally for a particular data access pattern. However, as the data access patterns become more flexible and unpredictable, it is difficult to manage them with traditional replication strategies. Given this circumstance, this paper proposes an algorithm that detects changes in a user´s data access pattern and dynamically applies an optimal replication strategy. The proposed algorithm has the advantage of maintaining an optimal performance by responding to various data access patterns. We tested the proposed algorithm and validated its effectiveness.
  • Keywords
    cloud computing; information retrieval; pattern recognition; DRS; cloud computing environment; dynamic data replication scheme; optimal performance; optimal replication strategy; user data access pattern change detection; Cloud computing; Computer architecture; Data models; Heuristic algorithms; History; Memory; Switches;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Network Cloud Computing and Applications (NCCA), 2012 Second Symposium on
  • Conference_Location
    London
  • Print_ISBN
    978-1-4673-5581-0
  • Type

    conf

  • DOI
    10.1109/NCCA.2012.10
  • Filename
    6472457