Title :
Mass flow logs analysis system based on Hadoop
Author :
Jie Yang ; Yanshen Zhang ; Shuo Zhang ; Dazhong He
Author_Institution :
Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
As the Internet grows rapidly, analyzing network traffic flow logs become more and more difficult. One main reason is that the size of flow logs is much bigger than ever. In this paper, we proposed a new massive flow logs analyzing system. It is a distributed system based on Hadoop, and it can analyze TBs of data at the same time. We compared our new system with a centralized system, the result shows that our new flow logs analyzing system works much faster and can handle a much bigger dataset.
Keywords :
Internet; data analysis; telecommunication traffic; Hadoop; Internet; distributed system; mass flow logs analysis system; network traffic flow logs; Distributed databases; Engines; File systems; Internet; Mobile computing; Monitoring; Telecommunication traffic; Flow log; Hadoop; Network traffic;
Conference_Titel :
Broadband Network & Multimedia Technology (IC-BNMT), 2013 5th IEEE International Conference on
Conference_Location :
Guilin
DOI :
10.1109/ICBNMT.2013.6823926