• DocumentCode
    2246237
  • Title

    A distributed randomized approach for the PageRank computation: Part 2

  • Author

    Ishii, Hideaki ; Tempo, Roberto

  • Author_Institution
    Dept. of Comput. Intell. & Syst. Sci., Tokyo Inst. of Technol., Yokohama, Japan
  • fYear
    2008
  • fDate
    9-11 Dec. 2008
  • Firstpage
    3529
  • Lastpage
    3534
  • Abstract
    In the search engine of Google, the PageRank algorithm plays a crucial role in ranking the obtained results. The algorithm determines the importance of each web page based on the link structure of the web. In this two-part paper, we propose a distributed randomized approach for the PageRank computation, where the pages locally update their values by communicating with linked pages. This paper is the second part, and we develop two enhanced distributed schemes which deal with simultaneous updates and update termination of the computations, respectively.
  • Keywords
    distributed processing; search engines; Google; PageRank computation; Web link structure; Web page; distributed randomized approach; distributed schemes; search engine; Computational intelligence; Computer networks; Control systems; Distributed algorithms; Distributed computing; Educational technology; Linear matrix inequalities; Search engines; Stochastic processes; Web pages; Distributed computation; Multi-agent consensus; PageRank algorithm; Randomization; Stochastic matrices;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 2008. CDC 2008. 47th IEEE Conference on
  • Conference_Location
    Cancun
  • ISSN
    0191-2216
  • Print_ISBN
    978-1-4244-3123-6
  • Electronic_ISBN
    0191-2216
  • Type

    conf

  • DOI
    10.1109/CDC.2008.4739022
  • Filename
    4739022