• DocumentCode
    3017004
  • Title

    Asymptotic interference alignment for exact repair in distributed storage systems

  • Author

    Cadambe, Viveck R. ; Jafar, Syed A. ; Maleki, Hamed

  • Author_Institution
    Electr. Eng. & Comput. Sci., Univ. of California Irvine, Irvine, CA, USA
  • fYear
    2010
  • fDate
    7-10 Nov. 2010
  • Firstpage
    1617
  • Lastpage
    1621
  • Abstract
    In this paper, we consider a distributed storage system where a file of size M is stored in n distributed storage nodes using an (n, k) systematic maximum distance separable (MDS) code. The (n, k) MDS code can protect the storage system from data loss in in case of failure (erasure) of storage nodes, as long as the number of failures is smaller than or equal to (n-k), because of the MDS property of the code. The problem of interest of this paper is to repair failed nodes in the storage system, by replacing them by their replicas (exact repair), as efficiently as possible, i.e., by downloading the minimum possible amount of data from the surviving nodes. Recently, the problem, termed as the exact repair bandwidth problem, has been solved for the special case of r = 1 failure using the asymptotic interference alignment scheme developed by Cadambe and Jafar in the context of the wireless interference channel. In this paper, we extend this result to find the minimum repair bandwidth for the more general case of r >; 1 failures, as long as the number of failures r is smaller than (n - k) - the maximum number of failures that can be tolerated by the system.
  • Keywords
    channel coding; radiofrequency interference; telecommunication network reliability; wireless channels; MDS code; asymptotic interference alignment scheme; data loss; distributed storage systems; exact repair bandwidth problem; systematic maximum distance separable code; wireless interference channel; Bandwidth; Encoding; Interference channels; Maintenance engineering; Systematics; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems and Computers (ASILOMAR), 2010 Conference Record of the Forty Fourth Asilomar Conference on
  • Conference_Location
    Pacific Grove, CA
  • ISSN
    1058-6393
  • Print_ISBN
    978-1-4244-9722-5
  • Type

    conf

  • DOI
    10.1109/ACSSC.2010.5757811
  • Filename
    5757811