• DocumentCode
    1935192
  • Title

    Codes for a distributed caching based Video-on-Demand system

  • Author

    Pawar, Sameer ; El Rouayheb, Salim ; Zhang, Hao ; Lee, Kangwook ; Ramchandran, Kannan

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Univ. of California, Berkeley, CA, USA
  • fYear
    2011
  • fDate
    6-9 Nov. 2011
  • Firstpage
    1783
  • Lastpage
    1787
  • Abstract
    We study the role of codes in the optimization and design of a large-scale Video-on-Demand (VoD) system based on distributed caching, that we have architected and built at Berkeley. We show how network codes can convert a combinatorial problem into a tractable one, and enable a fully distributed algorithm that jointly optimizes the three-fold problem of cache content placement, cache-to-users topology selection, and cache-to-users rate-allocation. While a description of the general VoD system optimization and design can be found in [1], this paper focuses on the critical role of codes in enabling our VoD system. Specifically, we motivate and describe a specific class of network codes, called DRESS codes, that offer desirable tradeoffs between cache-to-user and cache-to-cache communication aspects of the problem needed to sustain a scalable VoD system.
  • Keywords
    cache storage; codes; combinatorial mathematics; distributed algorithms; optimisation; video on demand; Berkeley; DRESS code; VoD system optimization; cache content placement; cache-to-cache communication; cache-to-user communication; cache-to-users rate-allocation; cache-to-users topology selection; combinatorial problem; distributed caching; fully distributed algorithm; network code; video-on-demand system; Bandwidth; Encoding; Motion pictures; Network coding; Peer to peer computing; Servers; Topology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems and Computers (ASILOMAR), 2011 Conference Record of the Forty Fifth Asilomar Conference on
  • Conference_Location
    Pacific Grove, CA
  • ISSN
    1058-6393
  • Print_ISBN
    978-1-4673-0321-7
  • Type

    conf

  • DOI
    10.1109/ACSSC.2011.6190328
  • Filename
    6190328