Title :
Using Packet Size Distribution to Identify P2P-TV Traffic
Author :
Jin, Li ; Xin, Zhang ; Xiao-Liang, Zuo ; Hui, Wang
Author_Institution :
Coll. of Inf. Syst. & Manage., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
We propose an approach to accurately identify the traffic generated by P2P-TV applications. This approach only relies on accounting packet size distribution (PSD) of the P2P-TV application during small time-windows. The rationale is that the packet size distributions of P2P-TV applications are different from each other. Based on the statistic, we make use of Support Vector Machines on a large set of P2P-TV test-bed traces. Experiment results show that our approach is effective and reliable to identify P2P-TV traffic.
Keywords :
support vector machines; telecommunication traffic; television applications; P2P-TV traffic; packet size distribution; support vector machines; P2P-TV; packet size distribution; traffic identification;
Conference_Titel :
Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC), 2010 International Conference on
Conference_Location :
Huangshan
Print_ISBN :
978-1-4244-8434-8
Electronic_ISBN :
978-0-7695-4235-5
DOI :
10.1109/CyberC.2010.35
