• DocumentCode
    640126
  • Title

    Update-efficient regenerating codes with minimum per-node storage

  • Author

    Han, Yunghsiang S. ; Hung-Ta Pai ; Rong Zheng ; Varshney, Pramod K.

  • Author_Institution
    Dept. of Electr. Eng., Nat. Taiwan Univ. of Sci. & Technol., Taipei, Taiwan
  • fYear
    2013
  • fDate
    7-12 July 2013
  • Firstpage
    1436
  • Lastpage
    1440
  • Abstract
    Regenerating codes provide an efficient way to recover data at failed nodes in distributed storage systems. It has been shown that regenerating codes can be designed to minimize the per-node storage (called MSR) or minimize the communication overhead for regeneration (called MBR). In this work, we propose a new encoding scheme for [n, d] error-correcting MSR codes that generalizes our earlier work on error-correcting regenerating codes. We show that by choosing a suitable diagonal matrix, any generator matrix of the [n, α] Reed-Solomon (RS) code can be integrated into the encoding matrix. Hence, MSR codes with the least update complexity can be found. An efficient decoding scheme is also proposed that utilizes the [n, α] RS code to perform data reconstruction. The proposed decoding scheme has better error correction capability and incurs the least number of node accesses when errors are present.
  • Keywords
    Reed-Solomon codes; encoding; error correction codes; matrix algebra; [n, α] RS code; [n, α] Reed-Solomon code; [n, d] error-correcting MSR codes; data reconstruction; decoding scheme; diagonal matrix; distributed storage systems; encoding matrix; encoding scheme; error correction capability; error-correcting regenerating codes; generator matrix; least update complexity; minimum per-node storage; regeneration; Bandwidth; Decoding; Encoding; Generators; Maintenance engineering; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory Proceedings (ISIT), 2013 IEEE International Symposium on
  • Conference_Location
    Istanbul
  • ISSN
    2157-8095
  • Type

    conf

  • DOI
    10.1109/ISIT.2013.6620464
  • Filename
    6620464