• DocumentCode
    685860
  • Title

    Mass flow logs analysis system based on Hadoop

  • Author

    Jie Yang ; Yanshen Zhang ; Shuo Zhang ; Dazhong He

  • Author_Institution
    Beijing Univ. of Posts & Telecommun., Beijing, China
  • fYear
    2013
  • fDate
    17-19 Nov. 2013
  • Firstpage
    115
  • Lastpage
    118
  • Abstract
    As the Internet grows rapidly, analyzing network traffic flow logs become more and more difficult. One main reason is that the size of flow logs is much bigger than ever. In this paper, we proposed a new massive flow logs analyzing system. It is a distributed system based on Hadoop, and it can analyze TBs of data at the same time. We compared our new system with a centralized system, the result shows that our new flow logs analyzing system works much faster and can handle a much bigger dataset.
  • Keywords
    Internet; data analysis; telecommunication traffic; Hadoop; Internet; distributed system; mass flow logs analysis system; network traffic flow logs; Distributed databases; Engines; File systems; Internet; Mobile computing; Monitoring; Telecommunication traffic; Flow log; Hadoop; Network traffic;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Broadband Network & Multimedia Technology (IC-BNMT), 2013 5th IEEE International Conference on
  • Conference_Location
    Guilin
  • Type

    conf

  • DOI
    10.1109/ICBNMT.2013.6823926
  • Filename
    6823926