• DocumentCode
    2265304
  • Title

    Optimal placement of replicas in data grid environments with locality assurance

  • Author

    Lin, Yi-Fang ; Liu, Pangfeng ; Wu, Jan-Jan

  • Author_Institution
    Dept. of Comput. Sci., Nat. Taiwan Univ., Taipei
  • Volume
    1
  • fYear
    0
  • fDate
    0-0 0
  • Abstract
    Data replication is a typical strategy for increasing access performance and data availability in data grid systems. Work on data replication in grid systems focuses on infrastructure for replication and mechanisms for creating/deleting replicas. The important problem of choosing suitable locations for placing replicas in data grids has not been well studied. In this paper, we address the problem of data replica placement in data grids given the traffic pattern and locality requirements. We propose a new placement algorithm that finds the optimal locations for the replicas so that the workload among these replicas is balanced. We also propose a new algorithm to decide the minimum number of replicas required when the maximum workload capacity of each replica server is known. All these algorithms ensure that locality requirements from the users are satisfied
  • Keywords
    grid computing; replicated databases; data grid environments; data replica placement; data replication; locality assurance; locality requirements; optimal replica placement; replica server; traffic pattern; workload balancing; Availability; Bioinformatics; Computer science; Costs; Databases; Distributed computing; Grid computing; Information science; Intserv networks; Resource management;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Parallel and Distributed Systems, 2006. ICPADS 2006. 12th International Conference on
  • Conference_Location
    Minneapolis, MN
  • ISSN
    1521-9097
  • Print_ISBN
    0-7695-2612-8
  • Type

    conf

  • DOI
    10.1109/ICPADS.2006.74
  • Filename
    1655693