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» Online Classification of Network Flows
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HPN
1998
14 years 11 months ago
Nondeterministic Classifier Performance Evaluation for Flow Based IP Switching
In modern IP networks, processing cost in network nodes is considered as a bottleneck. This problem is tackled with traffic based IP switching. The performance of traffic based IP...
Jouni Karvo, Mika Ilvesmäki
87
Voted
LCN
2006
IEEE
15 years 3 months ago
Training on multiple sub-flows to optimise the use of Machine Learning classifiers in real-world IP networks
Literature on the use of machine learning (ML) algorithms for classifying IP traffic has relied on fullflows or the first few packets of flows. In contrast, many real-world scenar...
Thuy T. T. Nguyen, Grenville J. Armitage
NOMS
2010
IEEE
177views Communications» more  NOMS 2010»
14 years 8 months ago
An effective similarity metric for application traffic classification
—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...
Jae Yoon Chung, Byungchul Park, Young J. Won, John...
ANCS
2007
ACM
15 years 1 months ago
Towards high-performance flow-level packet processing on multi-core network processors
There is a growing interest in designing high-performance network devices to perform packet processing at flow level. Applications such as stateful access control, deep inspection...
Yaxuan Qi, Bo Xu, Fei He, Baohua Yang, Jianming Yu...
PAMI
2008
173views more  PAMI 2008»
14 years 9 months ago
Bayes Classification of Online Arabic Characters by Gibbs Modeling of Class Conditional Densities
This study investigates Bayes classification of online Arabic characters using histograms of tangent differences and Gibbs modeling of the class-conditional probability density fun...
Neila Mezghani, Amar Mitiche, Mohamed Cheriet