• DocumentCode
    3502456
  • Title

    Distributed storage codes through Hadamard designs

  • Author

    Papailiopoulos, Dimitris S. ; Dimakis, Alexandros G.

  • Author_Institution
    Dept. of Electr. Eng., Univ. of Southern California, Los Angeles, CA, USA
  • fYear
    2011
  • fDate
    July 31 2011-Aug. 5 2011
  • Firstpage
    1230
  • Lastpage
    1234
  • Abstract
    In distributed storage systems that employ erasure coding, the issue of minimizing the total repair bandwidth required to exactly regenerate 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. Minimizing it requires that undesired data during a repair align in the smallest possible spaces, using the concept of interference alignment (IA). Here, a points-on-a-lattice representation of the symbol extension IA of Cadambe et al. provides cues to perfect IA instances which we combine with fundamental properties of Hadamard matrices to construct a new storage code with favorable repair properties. Specifically, we build an explicit (k+2, k) storage code over GF(3), whose single systematic node failures can be repaired with bandwidth that matches exactly the theoretical minimum. Moreover, the repair of single parity node failures generates at most the same repair bandwidth as any systematic node failure. Our code can tolerate any single node failure and any pair of failures that involves at most one systematic failure.
  • Keywords
    Hadamard codes; Hadamard matrices; Hadamard designs; Hadamard matrices; distributed storage codes; erasure coding; interference alignment; point-on-a-lattice representation; single parity node failures; single systematic node failures; storage node regeneration; Bandwidth; Encoding; Equations; Interference; Maintenance engineering; Peer to peer computing; Systematics;
  • 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.2011.6033731
  • Filename
    6033731