• DocumentCode
    65751
  • Title

    Zigzag Codes: MDS Array Codes With Optimal Rebuilding

  • Author

    Tamo, Itzhak ; Zhiying Wang ; Bruck, Jehoshua

  • Author_Institution
    Dept. of Electr. Eng., California Inst. of Technol., Pasadena, CA, USA
  • Volume
    59
  • Issue
    3
  • fYear
    2013
  • fDate
    Mar-13
  • Firstpage
    1597
  • Lastpage
    1616
  • Abstract
    Maximum distance separable (MDS) array codes are widely used in storage systems to protect data against erasures. We address the rebuilding ratio problem, namely, in the case of erasures, what is the fraction of the remaining information that needs to be accessed in order to rebuild exactly the lost information? It is clear that when the number of erasures equals the maximum number of erasures that an MDS code can correct, then the rebuilding ratio is 1 (access all the remaining information). However, the interesting and more practical case is when the number of erasures is smaller than the erasure correcting capability of the code. For example, consider an MDS code that can correct two erasures: What is the smallest amount of information that one needs to access in order to correct a single erasure? Previous work showed that the rebuilding ratio is bounded between [1/2] and [3/4]; however, the exact value was left as an open problem. In this paper, we solve this open problem and prove that for the case of a single erasure with a two-erasure correcting code, the rebuilding ratio is [1/2]. In general, we construct a new family of r-erasure correcting MDS array codes that has optimal rebuilding ratio of [1/(r)] in the case of a single erasure. Our array codes have efficient encoding and decoding algorithms (for the cases r=2 and r=3, they use a finite field of size 3 and 4, respectively) and an optimal update property.
  • Keywords
    error correction codes; MDS array codes; decoding algorithm; encoding algorithm; erasure correcting capability; maximum distance separable array codes; optimal rebuilding ratio; storage system; two erasure correcting code; zigzag codes; Arrays; Bandwidth; Encoding; Frequency modulation; Maintenance engineering; Systematics; Vectors; Distributed storage; RAID; network coding; optimal rebuilding;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2012.2227110
  • Filename
    6352912