• DocumentCode
    20799
  • Title

    Repair Optimal Erasure Codes Through Hadamard Designs

  • Author

    Papailiopoulos, Dimitris S. ; Dimakis, Alexandros G. ; Cadambe, Viveck R.

  • Author_Institution
    Electrical Engineering, University of Southern California,
  • Volume
    59
  • Issue
    5
  • fYear
    2013
  • fDate
    May-13
  • Firstpage
    3021
  • Lastpage
    3037
  • Abstract
    In distributed storage systems that employ erasure coding, the issue of minimizing the total communication required to exactly rebuild a storage node after a failure arises. This repair bandwidth depends on the structure of the storage code and the repair strategies used to restore the lost data. Designing high-rate maximum-distance separable (MDS) codes that achieve the optimum repair communication has been a well-known open problem. Our work resolves, in part, this open problem. In this study, we use Hadamard matrices to construct the first explicit two-parity MDS storage code with optimal repair properties for all single node failures, including the parities. Our construction relies on a novel method of achieving perfect interference alignment over finite fields with a finite number of symbol extensions. We generalize this construction to design m -parity MDS codes that achieve the optimum repair communication for single systematic node failures.
  • Keywords
    Bandwidth; Encoding; Equations; Interference; Maintenance engineering; Peer to peer computing; Systematics; Code repair problem; Hadamard matrices; distributed storage; erasure codes; interference alignment; repair bandwidth;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2013.2241819
  • Filename
    6416066