• DocumentCode
    3503354
  • Title

    Optimal-cost repair in multi-hop distributed storage systems

  • Author

    Gerami, Majid ; Xiao, Ming ; Skoglund, Mikael

  • Author_Institution
    Sch. of Electr. Eng., KTH, Stockholm, Sweden
  • fYear
    2011
  • fDate
    July 31 2011-Aug. 5 2011
  • Firstpage
    1437
  • Lastpage
    1441
  • Abstract
    In distributed storage systems reliability is achieved through redundant storage nodes distributed in the network. Then a data collector can recover source information even if some nodes fail. To maintain reliability, an autonomous and efficient protocol should be used to reconstruct the failed node. The repair process causes traffic in the network. Recent results in e.g., [1], [2] found the optimal traffic-storage tradeoff, and proposed regenerating codes to achieve the optimality. We investigate the link costs and the impact of network topologies during the repair process. We formulate the minimum cost repair problem in joint and decoupled methods. We investigate the required field size for the joint method. For the decoupled method, we show that the optimization problem is linear for the linear cost. We further show that the cooperation of surviving nodes could efficiently exploit the network topology and reduce the repair cost. The numerical results in tandem, star and grid networks show the benefits of our methods in term of the repair cost.
  • Keywords
    computer network reliability; network coding; optimisation; protocols; storage management; telecommunication network topology; telecommunication traffic; data collector; decoupled method; distributed network; grid network; joint method; multihop distributed storage system reliability; network topology; optimal traffic-storage tradeoff; optimal-cost repair; optimization problem; protocol; redundant storage node; regenerating code; source information recover; surviving node cooperation; Encoding; Joints; Maintenance engineering; Network coding; Network topology; Optimization; Reliability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory Proceedings (ISIT), 2011 IEEE International Symposium on
  • Conference_Location
    St. Petersburg
  • ISSN
    2157-8095
  • Print_ISBN
    978-1-4577-0596-0
  • Electronic_ISBN
    2157-8095
  • Type

    conf

  • DOI
    10.1109/ISIT.2011.6033777
  • Filename
    6033777