• DocumentCode
    2579627
  • Title

    DataCloud: An Efficient Massive Data Mining and Analysis Framework on Large Clusters

  • Author

    Zhang, Guigang ; Li, Chao ; Zhang, Yong ; Xing, Chunxiao

  • Author_Institution
    Tsinghua Nat. Lab. for Inf. Sci. & Technol., Tsinghua Univ., Beijing, China
  • fYear
    2012
  • fDate
    16-18 Nov. 2012
  • Firstpage
    198
  • Lastpage
    203
  • Abstract
    With the development of cloud computing technologies, big data processing is becoming more and more important. How to mine and analyze massive data is facing a very big challenge. In this paper, we proposed an efficient massive data mining and analysis framework Data Cloud on large clusters. The most important part of Data Cloud is the Rabbit. It is a kind of massive data mining and analysis processing plan framework on the large clusters like the Pig and Hive. We make a detail analysis about the Rabbit plan.
  • Keywords
    cloud computing; data mining; DataCloud; Rabbit plan; analysis processing plan framework; data cloud computing technology; data processing; massive data mining; Companies; Computational modeling; Data mining; Distributed databases; Educational institutions; Rabbits; Cloud computing; DataCloud; Massive data management; Rabbit;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Web Information Systems and Applications Conference (WISA), 2012 Ninth
  • Conference_Location
    Haikou
  • Print_ISBN
    978-1-4673-3054-1
  • Type

    conf

  • DOI
    10.1109/WISA.2012.26
  • Filename
    6385210