ISF
2010
13 years 8 months ago
2010
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...
TMA
2010
Springer
13 years 9 months ago
2010
Springer
Abstract. The network measurement community has proposed multiple machine learning (ML) methods for traffic classification during the last years. Although several research works ha...
NOMS
2010
IEEE
13 years 10 months ago
2010
IEEE
—Application level traffic classification is one of the major issues in network monitoring and traffic engineering. In our previous study, we proposed a new traffic classificatio...
CCR
2006
13 years 11 months ago
2006
The early detection of applications associated with TCP flows is an essential step for network security and traffic engineering. The classic way to identify flows, i.e. looking at...
SAC
2010
ACM
13 years 11 months ago
2010
ACM
Traffic classification through Deep Packet Inspection (DPI) is considered extremely expensive in terms of processing costs, leading to the conclusion that this technique is not su...
CONEXT
2008
ACM
14 years 1 months ago
2008
ACM
Recent research on Internet traffic classification algorithms has yielded a flurry of proposed approaches for distinguishing types of traffic, but no systematic comparison of the ...
APNOMS
2008
Springer
14 years 1 months ago
2008
Springer
Accurate application traffic classification and identification are important for network monitoring and analysis. The accuracy of traditional Internet application traffic classific...
CONEXT
2006
ACM
14 years 5 months ago
2006
ACM
Accurate network traffic classification is an important task. We intend to develop an intelligent classification system by learning the types of service inside a network flow usin...
GLOBECOM
2007
IEEE
14 years 5 months ago
2007
IEEE
—Despite the importance of traffic classification in modern networks, the number of languages tailored to this task is extremely limited. These languages can be valuable, because...