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  • 标题:Research on Parallel Algorithm Based On Hadoop Distributed Computing Platform
  • 本地全文:下载
  • 作者:Guo Weiwei ; Liu Feng
  • 期刊名称:International Journal of Grid and Distributed Computing
  • 印刷版ISSN:2005-4262
  • 出版年度:2015
  • 卷号:8
  • 期号:4
  • 页码:163-170
  • DOI:10.14257/ijgdc.2015.8.4.16
  • 出版社:SERSC
  • 摘要:With the rapid development of the 3G network, traditional calculation methods are unable to adapt to the data scene that telecom users' Network access behavior's data scale increase rapidly dozens of TB. The cloud techniques such as Hadoop platform are introduced to solve the data storage problem. The appropriate data mining algorithms are designed from the perspective of practical application. This paper improves the traditional decision tree SPRINT algorithms, proposes a parallel computing program and successfully applies to the Hadoop platform.
  • 关键词:data mining; 3G network; parallel computing; cloud computing; Hadoop ; platform
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