• DocumentCode
    2150809
  • Title

    Towards Granular Data Placement Strategies for Cloud Platforms

  • Author

    Lorey, Johannes ; Naumann, Felix

  • Author_Institution
    Hasso-Plattner-Inst., Potsdam, Germany
  • fYear
    2010
  • fDate
    14-16 Aug. 2010
  • Firstpage
    346
  • Lastpage
    351
  • Abstract
    Traditional data placement strategies in the context of Information Lifecycle Management (ILM) are applicable only to on-site storage systems. In contrast to this approach, Cloud storage provides a novel possibility to reduce or entirely eliminate capital expenditures for hardware. As a unique solution to buffer short-term resource demand peaks, Cloud infrastructures can be combined with on-site systems to support efficient placement of data. The algorithms underlying this optimization must consider not only the workload as a whole, but rather variable-sized sub workloads to determine an optimal placement. As a means to identify these sub workloads, we introduce a multi-dimensional granularization approach. Based on different granules of metadata information, we propose a flexible hybrid data placement system incorporating both on-site and Cloud resources.
  • Keywords
    Internet; information management; meta data; optimisation; ILM; capital expenditures; cloud infrastructures; cloud platforms; granular data placement strategy; hybrid data placement system; information lifecycle management; metadata information; multidimensional granularization approach; onsite storage systems; onsite systems; optimization; Biological system modeling; Cloud computing; Clouds; Distributed databases; Hard disks; Hardware; Scalability; Cloud Computing; Data Placement; Granular Computing; Information Lifecycle Management;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Granular Computing (GrC), 2010 IEEE International Conference on
  • Conference_Location
    San Jose, CA
  • Print_ISBN
    978-1-4244-7964-1
  • Type

    conf

  • DOI
    10.1109/GrC.2010.23
  • Filename
    5576286