• DocumentCode
    3503473
  • Title

    Update efficient codes for distributed storage

  • Author

    Rawat, Ankit Singh ; Vishwanath, Sriram ; Bhowmick, Abhishek ; Soljanin, Emina

  • Author_Institution
    Dept. of ECE, Univ. of Texas at Austin, Austin, TX, USA
  • fYear
    2011
  • fDate
    July 31 2011-Aug. 5 2011
  • Firstpage
    1457
  • Lastpage
    1461
  • Abstract
    This paper determines mechanisms for distributed storage that are simultaneously repair and update efficient. Repair efficiency demands that minimum information be downloaded from surviving nodes to reconstruct failed storage nodes. Update efficiency desires that changes in the original data require minimal updates at the storage nodes. These two requirements can be seen as counteracting one another, as the latter imposes a sparsity constraint on the encoding process that is not desirable for the former. In this paper we establish the existence of the codes that meet both requirements: require only logarithmic updates when data changes, while simultaneously minimizing repair bandwidth for exact reconstruction. To show this, we use a combination of KG codes for update efficiency with interference-alignment strategies for distributed storage.
  • Keywords
    codes; interference suppression; KG code; Kolchin-Generator code; distributed storage; encoding process; failed storage node reconstruction; interference-alignment strategy; logarithmic updates; repair bandwidth minimization; sparsity constraint; surviving node; update efficient code; Bandwidth; Complexity theory; Decision support systems; Encoding; Maintenance engineering; Polynomials; 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.2011.6033782
  • Filename
    6033782