• DocumentCode
    7503
  • Title

    Data Replication Approach with Consistency Guarantee for Data Grid

  • Author

    Abawajy, Jemal H. ; Deris, Mustafa Mat

  • Author_Institution
    Deakin Univ., Geelong, VIC, Australia
  • Volume
    63
  • Issue
    12
  • fYear
    2014
  • fDate
    Dec. 2014
  • Firstpage
    2975
  • Lastpage
    2987
  • Abstract
    Data grids have been adopted by many scientific communities that need to share, access, transport, process, and manage geographically distributed large data collections. Data replication is one of the main mechanisms used in data grids whereby identical copies of data are generated and stored at various distributed sites to either improve data access performance or reliability or both. However, when data updates are allowed, it is a great challenge to simultaneously improve performance and reliability while ensuring data consistency of such huge and widely distributed data. In this paper, we address this problem. We propose a new quorum-based data replication protocol with the objectives of minimizing the data update cost, providing high availability and data consistency. We compare the proposed approach with two existing approaches using response time, data consistency, data availability, and communication costs. The results show that the proposed approach performs substantially better than the benchmark approaches.
  • Keywords
    Big Data; data integrity; grid computing; information retrieval; reliability; big data; data access performance; data availability; data consistency; data grids; data replication approach; data update cost; geographically distributed large data collections; quorum-based data replication protocol; reliability; response time; Big data; Data models; Data replication; Distributed databases; Time factors; Data grid; availability; big data; data constancy; data replication; reliability;
  • fLanguage
    English
  • Journal_Title
    Computers, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9340
  • Type

    jour

  • DOI
    10.1109/TC.2013.183
  • Filename
    6598664