• DocumentCode
    2509324
  • Title

    Dynamic Replication Technique for Micro-Clouds Based Distributed Storage System

  • Author

    Lemma, Frezewd ; Schad, Jorg ; Fetzer, Christof

  • Author_Institution
    Dept. of Syst. Eng., Dresden Univ. of Technol., Dresden, Germany
  • fYear
    2013
  • fDate
    Sept. 30 2013-Oct. 2 2013
  • Firstpage
    48
  • Lastpage
    53
  • Abstract
    In this paper, we investigate a dynamic replica placement strategy to achieve minimum repair time during a complete loss of data center in large-scale distributed object storage systems while keeping the high availability and durability of the system as well as its balanced load and minimum network latency. Specifically, we address whether random placement is good for latency, availability, durability and load balancing, we also find out if there are better alternative placement strategies with better load balancing, moreover, we research which level of working unit - object or bucket - gives the best performance during migration. we show that a dynamic placement strategy reduces latencies, improves load balancing, and achieves faster repair times. In addition we show how the strategy with object placement help to get higher repair bandwidths and better load balancing with different object popularities, and the drawbacks of object migration in getting a higher repair bandwidth.
  • Keywords
    cloud computing; computer centres; replicated databases; resource allocation; datacenter; dynamic placement strategy; dynamic replica placement strategy; dynamic replication technique; large-scale microcloud-based distributed storage system; load balancing; minimum network latency; minimum repair time; object migration; object placement; random placement strategies; repair bandwidths; system availability; system durability; working unit; Availability; Bandwidth; Heuristic algorithms; Load management; Load modeling; Maintenance engineering; Standards; distributed storage sytems; loadbalancing; micro clouds; network latency; repair time; replica placement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cloud and Green Computing (CGC), 2013 Third International Conference on
  • Conference_Location
    Karlsruhe
  • Type

    conf

  • DOI
    10.1109/CGC.2013.16
  • Filename
    6686008