• DocumentCode
    2512947
  • Title

    Towards a scalable and reliable real time in-network data analysis infrastructure

  • Author

    Ciraci, Selim ; Yin, Jian

  • Author_Institution
    Pacific Northwest Nat. Lab., Richland, WA, USA
  • fYear
    2011
  • fDate
    23-24 Oct. 2011
  • Firstpage
    135
  • Lastpage
    136
  • Abstract
    The smart grid applications requires real time analysis, response within the order of milliseconds and high-reliability because of the mission critical structure of the power grid system. The only way to satisfy these requirements is in-network data analysis and built-in redundancy routing for failures. To achieve this, we propose a data dissemination system that builds routes using network flow algorithms, have in network processing of the data and utilize data encoding to cope with high latencies.
  • Keywords
    data analysis; grid computing; real-time systems; reliability; built-in redundancy routing; data dissemination system; data encoding; high reliability; mission critical structure of; network flow algorithm; network processing; power grid system; real time analysis; reliable real time in-network data analysis infrastructure; smart grid application; Delay; Encoding; Error correction; Reliability; Routing; Smart grids; Subscriptions; Data dissemination systems; maximum flow; network flow;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Large Data Analysis and Visualization (LDAV), 2011 IEEE Symposium on
  • Conference_Location
    Providence, Rl
  • Print_ISBN
    978-1-4673-0156-5
  • Type

    conf

  • DOI
    10.1109/LDAV.2011.6092336
  • Filename
    6092336