• DocumentCode
    74847
  • Title

    Explicit Maximally Recoverable Codes With Locality

  • Author

    Gopalan, Parikshit ; Cheng Huang ; Jenkins, Bob ; Yekhanin, Sergey

  • Author_Institution
    Microsoft Corp., Redmond, WA, USA
  • Volume
    60
  • Issue
    9
  • fYear
    2014
  • fDate
    Sept. 2014
  • Firstpage
    5245
  • Lastpage
    5256
  • Abstract
    Consider a systematic linear code where some (local) parity symbols depend on few prescribed symbols, whereas other (heavy) parity symbols may depend on all data symbols. Such codes have been studied recently in the context of erasure coding for data storage, where the local parities facilitate fast recovery of any single symbol when it is erased, whereas the heavy parities provide tolerance to a large number of simultaneous erasures. A code as above is maximally recoverable, if it corrects all erasure patterns, which are information theoretically correctable given the prescribed dependence relations between data symbols and parity symbols. In this paper, we present explicit families of maximally recoverable codes with locality. We also initiate the general study of the tradeoff between maximal recoverability and alphabet size.
  • Keywords
    error correction codes; forward error correction; linear codes; alphabet size; data storage; data symbols; erasure coding; erasure patterns; explicit maximally recoverable codes; heavy parity; information theoretically correctable; local parity; parity symbols; single symbol; systematic linear code; Equations; Linear codes; Memory; Parity check codes; Reliability; Systematics; Topology; Codes with locality; maximally recoverable codes;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2014.2332338
  • Filename
    6846332