• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

J4 ›› 2015, Vol. 37 ›› Issue (04): 657-662.

• 论文 • Previous Articles     Next Articles

Research and implementation of
a Hadoop-based EPC IOT data analysis system 

ZHAO Huiqun,HUANG Chuancong   

  1. (Department of Computer Science,North China University of Technology,Beijing 100144,China)
  • Received:2014-09-10 Revised:2014-11-16 Online:2015-04-25 Published:2015-04-25

Abstract:

With the rapid growth of data which are sensed by the sensor nodes deployed in the logistics center, the current data processing methods cannot meet the demand of rapid and effective data analysis and processing. In order to improve the performance of current data processing, based on analysis of the Hadoop technique, we design a  novel EPC IOT data processing algorithm implemented by Hadoop. Experimental results show that the proposed algorithm can greatly improve the  processing capability of historical data of the logistics center when the EPC data are processed on the Hadoop-based system.

Key words: Hadoop;EPC;data processing;logistics center