• DocumentCode
    2117546
  • Title

    MRData: A MapReduce-Based Tool for Heterogeneous Data Integration

  • Author

    Xu, Liutong ; Jin, Kai ; Tian, Hongqiao

  • Author_Institution
    Beijing Key Lab. of Intell. Telecommun. Software & Multimedia, Beijing Univ. of Posts & Telecommun., Beijing, China
  • Volume
    2
  • fYear
    2010
  • fDate
    7-8 Aug. 2010
  • Firstpage
    269
  • Lastpage
    272
  • Abstract
    As the volume of data increasing sharply and the relationship among different data sources becoming intricately, how to integrate mass data sources and how to find latent information from the integrated data is a matter of urgency. At present, industry tends to adopt distributed computing model to solve the integration of massive data. Aiming at getting the valuable and in-depth information, visualization is a critical step in data analysis and data mining. We design a tool called MRData for heterogeneous data integration which has two features: 1) parallel data processing based on Hadoop which is a distributed platform; 2) visual analysis. And at last, experiments verify the efficiency of MRData.
  • Keywords
    data analysis; data integrity; data mining; MRData; MapReduce-based tool; data analysis; data mining; data sources; distributed computing; heterogeneous data integration; parallel data processing; Business; Data mining; Data processing; Data visualization; Distributed databases; Semantics; Visualization; data integration; hadoop; mapreduce; visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Science and Management Engineering (ISME), 2010 International Conference of
  • Conference_Location
    Xi´an
  • Print_ISBN
    978-1-4244-7669-5
  • Electronic_ISBN
    978-1-4244-7670-1
  • Type

    conf

  • DOI
    10.1109/ISME.2010.252
  • Filename
    5573830