Title :
FLAS: Traffic analysis of emerging applications on Mobile Internet using cloud computing tools
Author :
Yuanyuan Qiao ; Zhenming Lei ; Jie Yang ; Gang Cheng
Author_Institution :
Beijing Key Lab. of Network Syst. Archit. & Convergence, Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
Recently, Mobile Internet became the most popular network in China. There are a lot of emerging applications growing with the development of Mobile Internet. This paper illustrate the design of a Hadoop-based tool, Flow Logs Analysis System (FLAS), for analysis these applications. FLAS can storage, process and compute the massive Mobile Internet flow logs efficiently. Furthermore, the traffic of leading Micro-blog(LM-blog) and e-business operators(E-shop) was analyzed using FLAS based on the flow logs collected with a passive network monitoring equipment placed on a large Internet Service Provider (ISP) in Southern China. And the distribution features of LM-blog and E-shop traffic, as well as the flow duration and the relationship between packets and bytes were investigated.
Keywords :
cloud computing; mobile radio; telecommunication traffic; FLAS; Hadoop-based tool; Internet Service Provider; cloud computing tools; e-business operators; emerging applications; flow logs analysis system; leading microblog; mobile Internet; traffic analysis; Blogs; Data analysis; Downlink; Monitoring; Ports (Computers); Uplink; MapReduce; Mobile Internet; traffic analysis; traffic characteristic;
Conference_Titel :
Wireless Personal Multimedia Communications (WPMC), 2013 16th International Symposium on
Conference_Location :
Atlantic City, NJ
