• DocumentCode
    2499574
  • Title

    An Innovative Approach of Data Grid Consistency Using Tree-Based Clustering

  • Author

    Ahangaran, Hosein Ebrahimi ; Rahmani, Amir Masoud

  • Author_Institution
    Sci. & Res. Branch Tehran, Azad Univ., Tehran, Iran
  • fYear
    2010
  • fDate
    23-25 April 2010
  • Firstpage
    258
  • Lastpage
    261
  • Abstract
    Nowadays, Data Grids can be seen as a frameworks responding to the needs of large scale applications by affording varied geographically distributed resources set. The main aim here is to ensure flexible and efficient access and quality data, to improve the availability and accessibility, we must improve scalability and efficient usability of Grid to reduce application communication costs and request average response times. In relation with the problem of the coherence maintenance of replicas, we propose a Tree-Based Clustering method which not only organizes those replicas having similarity in demand number into clusters hierarchically looking like trees, but also tries to choose the shortest connection so that communication cost, average response time and total data transferred through Grid will be reduced.
  • Keywords
    data integrity; grid computing; pattern clustering; application communication cost; data grid consistency; large scale applications; replica coherence maintenance; request average response time; scalability; tree-based clustering; usability; Application software; Availability; Computer networks; Costs; Delay; Distributed computing; Grid computing; Large-scale systems; Quality of service; Tin; clustering; consistency; data grid; tree-based;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Network Technology (ICCNT), 2010 Second International Conference on
  • Conference_Location
    Bangkok
  • Print_ISBN
    978-0-7695-4042-9
  • Electronic_ISBN
    978-1-4244-6962-8
  • Type

    conf

  • DOI
    10.1109/ICCNT.2010.8
  • Filename
    5474498