• DocumentCode
    3124030
  • Title

    Locally repairable codes

  • Author

    Papailiopoulos, Dimitris S. ; Dimakis, Alexandros G.

  • Author_Institution
    Univ. of Southern California, Los Angeles, CA, USA
  • fYear
    2012
  • fDate
    1-6 July 2012
  • Firstpage
    2771
  • Lastpage
    2775
  • Abstract
    One main challenge in the design of distributed storage codes is the Exact Repair Problem: if a node storing encoded information fails, to maintain the same level of reliability, we need to exactly regenerate what was lost in a new node. A major open problem in this area has been the design of codes that i) admit exact and low cost repair of nodes and ii) have arbitrarily high data rates. In this paper, we are interested in the metric of repair locality, which corresponds to the the number of disk accesses required during a node repair. Under this metric we characterize an information theoretic trade-off that binds together locality, code distance, and storage cost per node. We introduce Locally repairable codes (LRCs) which are shown to achieve this tradeoff. The achievability proof uses a “locality aware” flow graph gadget which leads to a randomized code construction. We then present the first explicit construction of LRCs that can achieve arbitrarily high data-rates.
  • Keywords
    information theory; random codes; code distance; distributed storage codes; exact repair problem; information theorety; locality aware flow graph gadget; locally repairable codes; node repair; node storing encoded information; randomized code construction; repair locality; storage cost per node; Encoding; Entropy; Maintenance engineering; Measurement; Peer to peer computing; Reliability; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory Proceedings (ISIT), 2012 IEEE International Symposium on
  • Conference_Location
    Cambridge, MA
  • ISSN
    2157-8095
  • Print_ISBN
    978-1-4673-2580-6
  • Electronic_ISBN
    2157-8095
  • Type

    conf

  • DOI
    10.1109/ISIT.2012.6284027
  • Filename
    6284027