• DocumentCode
    83263
  • Title

    ALDM: Adaptive Loading Data Migration in Distributed File Systems

  • Author

    Tan, Zhenyu ; Zhou, Weicheng ; Feng, D. ; Zhang, Wensheng

  • Author_Institution
    Wuhan National Laboratory for Optoelectronics,, School of Computer Science, Huazhong University of Science and Technology,, Wuhan City,, Hubei Province, China
  • Volume
    49
  • Issue
    6
  • fYear
    2013
  • fDate
    Jun-13
  • Firstpage
    2645
  • Lastpage
    2652
  • Abstract
    This paper analyzes the problems of load balance caused by data access in parallel file systems and gives an accurate way to estimate the load of Data Servers. On the base of this evaluation, the paper proposes an adaptive loading data migration (ALDM) strategy to balance the load of data servers. Experiment results show ALDM has little impact on system performance during data migration, and the performance improves about 10% after data migration completed. Furthermore, ALDM also has good adaptability to various loads in different storage systems.
  • Keywords
    Data migration; load balance; load detection; parallel file system;
  • fLanguage
    English
  • Journal_Title
    Magnetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9464
  • Type

    jour

  • DOI
    10.1109/TMAG.2013.2251616
  • Filename
    6522264