• DocumentCode
    3059736
  • Title

    Exact-repair MDS codes for distributed storage using interference alignment

  • Author

    Suh, Changho ; Ramchandran, Kannan

  • Author_Institution
    Wireless Foundations, Univ. of California at Berkeley, Berkeley, CA, USA
  • fYear
    2010
  • fDate
    13-18 June 2010
  • Firstpage
    161
  • Lastpage
    165
  • Abstract
    The high repair cost of (n, k) Maximum Distance Separable (MDS) erasure codes has recently motivated a new class of codes, called Regenerating Codes, that optimally trade off storage cost for repair bandwidth. In this paper, we address bandwidth-optimal (n, k, d) Exact-Repair MDS codes, which allow for any failed node to be repaired exactly with access to arbitrary d survivor nodes, where k ≤ d ≤ n - 1. Under scalarlinear codes which do not permit symbol-splitting, we construct Exact-Repair MDS codes that are optimal in repair bandwidth for the case of k/n ≤ 1/2 and d ≥ 2k - 1. Our codes are deterministic and require a finite-field size of at most 2(n - k). Under vector-linear codes which allow for the break-up of stored symbols into arbitrarily small subsymbols, we show the existence of optimal Exact-Repair codes for the entire admissible range of possible (n, k, d), i.e., k ≤ n and k ≤ d ≤ n - 1. That is, we establish the existence of vector-linear Exact-Repair MDS codes that match the fundamental cutset lower bound. Our approach for both the constructive scalar-linear code design and for the existence of vector-linear codes is based on interference alignment techniques.
  • Keywords
    codes; distributed storage; exact-repair MDS codes; interference alignment; maximum distance separable erasure codes; Bandwidth; Cost function; Interference; Joining processes; Maintenance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory Proceedings (ISIT), 2010 IEEE International Symposium on
  • Conference_Location
    Austin, TX
  • Print_ISBN
    978-1-4244-7890-3
  • Electronic_ISBN
    978-1-4244-7891-0
  • Type

    conf

  • DOI
    10.1109/ISIT.2010.5513263
  • Filename
    5513263