2015 | OriginalPaper | Buchkapitel
A Distributed Data Mining System Framework for Mobile Internet Access Log Based on Hadoop
Autoren: Yunliang Jiang, Jiangang Yang, Liang Tang, Yong Liu, Xiaoming Zhao, Xiulan Hao
Verlag: Springer Berlin Heidelberg
Erschienen in:
Transactions on Edutainment XI
Abstract
Because of the popularity of mobile phone and the development of mobile network, mobile data is growing explosively. Mobile data mining is more and more of attention. But single node-based data mining platform has been unable to store and analysis the massive data. According to cloud computing technology, we preset a distributed data mining framework based on Hadoop. Then, we present the implementation of this system framework and process mobile internet access log on the Hadoop cluster. Comparative tests will show that this distributed system framework is significantly efficient for processing huge scale dataset.
