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ISF
2010
164views more  ISF 2010»
13 years 1 months ago
An SVM-based machine learning method for accurate internet traffic classification
Accurate and timely traffic classification is critical in network security monitoring and traffic engineering. Traditional methods based on port numbers and protocols have proven t...
Ruixi Yuan, Zhu Li, Xiaohong Guan, Li Xu
ICC
2007
IEEE
141views Communications» more  ICC 2007»
13 years 11 months ago
Accurate Classification of the Internet Traffic Based on the SVM Method
—The need to quickly and accurately classify Internet traffic for security and QoS control has been increasing significantly with the growing Internet traffic and applications ov...
Zhu Li, Ruixi Yuan, Xiaohong Guan
WWW
2007
ACM
14 years 5 months ago
Identifying and discriminating between web and peer-to-peer traffic in the network core
Traffic classification is the ability to identify and categorize network traffic by application type. In this paper, we consider the problem of traffic classification in the netwo...
Jeffrey Erman, Anirban Mahanti, Martin F. Arlitt, ...
IWCMC
2010
ACM
13 years 6 months ago
Emulation platform for network wide traffic sampling and monitoring
It is of utmost importance for the network research community to have access to tools and testbeds to explore future directions for Internet traffic monitoring and engineering. Al...
Amir Krifa, Imed Lassoued, Chadi Barakat
IMC
2010
ACM
13 years 2 months ago
On the characteristics and reasons of long-lived internet flows
Prior studies of Internet traffic have considered traffic at different resolutions and time scales: packets and flows for hours or days, aggregate packet statistics for days or we...
Lin Quan, John Heidemann