Title :
Research and implementation of P2P identification system based on compound characteristics
Author :
Xiaolei, Li ; Xiangrong, Wang
Author_Institution :
Sch. of Electron. & Inf., Ningbo Dahongying Univ., Ningbo, China
Abstract :
A surge of applications of p2p technology brings in problems such as the bandwidth shortage, internet piracy, and network security and so on. Accurate Identification of P2P traffic grows more important in effective network management. In this paper, a new P2P identification method based on compound characteristics is proposed. The accuracy of traditional identification methods will vary with different P2P protocols. Against the defect of the P2P identification, three statistical characteristics are adopted through analyzing the various characteristics of different flows. With this method, the payload information has not to be checked, and Identification results will not be affected by data encryption. Finally, we construct a p2p identification system using the compound characteristics. Performance of the system proved that the proposed method can not only identify much more P2P traffics, but also have higher recognition rate, lower false positives and failure rate.
Keywords :
computer network management; cryptography; identification; peer-to-peer computing; statistical analysis; telecommunication traffic; P2P protocols; P2P traffic; compound characteristics; compound characteristics-based P2P identification system; data encryption; failure rate; false positives; network management; payload information; recognition rate; statistical characteristics; Compounds; Educational institutions; IP networks; Internet; Protocols; Telecommunication traffic; P2P(peer-to-peer); compound characteristics; flow statistic characteristic; traffic identification;
Conference_Titel :
Computer Science & Education (ICCSE), 2012 7th International Conference on
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4673-0241-8
DOI :
10.1109/ICCSE.2012.6295080