• DocumentCode
    1827098
  • Title

    Network coding for large scale content distribution

  • Author

    Gkantsidis, Christos ; Rodriguez, Pablo Rodriguez

  • Author_Institution
    Coll. of Comput., Georgia Inst. of Technol., Atlanta, GA, USA
  • Volume
    4
  • fYear
    2005
  • fDate
    13-17 March 2005
  • Firstpage
    2235
  • Abstract
    We propose a new scheme for content distribution of large files that is based on network coding. With network coding, each node of the distribution network is able to generate and transmit encoded blocks of information. The randomization introduced by the coding process eases the scheduling of block propagation, and, thus, makes the distribution more efficient. This is particularly important in large unstructured overlay networks, where the nodes need to make block forwarding decisions based on local information only. We compare network coding to other schemes that transmit unencoded information (i.e. blocks of the original file) and, also, to schemes in which only the source is allowed to generate and transmit encoded packets. We study the performance of network coding in heterogeneous networks with dynamic node arrival and departure patterns, clustered topologies, and when incentive mechanisms to discourage free-riding are in place. We demonstrate through simulations of scenarios of practical interest that the expected file download time improves by more than 20-30% with network coding compared to coding at the server only and, by more than 2-3 times compared to sending unencoded information. Moreover, we show that network coding improves the robustness of the system and is able to smoothly handle extreme situations where the server and nodes leave the system.
  • Keywords
    Internet; content management; encoding; pattern clustering; scheduling; telecommunication network topology; block forwarding decision; block propagation; clustered topology; content distribution network; dynamic node arrival; encoded information transmission; heterogeneous network; incentive mechanism; network coding; pattern departure; unstructured overlay network; Bandwidth; Distributed computing; Educational institutions; File servers; Large-scale systems; Network coding; Network servers; Network topology; Peer to peer computing; Web server;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings IEEE
  • ISSN
    0743-166X
  • Print_ISBN
    0-7803-8968-9
  • Type

    conf

  • DOI
    10.1109/INFCOM.2005.1498511
  • Filename
    1498511