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SIGMETRICS
2010
ACM
146views Hardware» more  SIGMETRICS 2010»
13 years 9 months ago
Inferring applications at the network layer using collective traffic statistics
Yu Jin, Nick G. Duffield, Patrick Haffner, Subhabr...
LCN
2005
IEEE
13 years 10 months ago
Automated Traffic Classification and Application Identification using Machine Learning
The dynamic classification and identification of network applications responsible for network traffic flows offers substantial benefits to a number of key areas in IP network engi...
Sebastian Zander, Thuy T. T. Nguyen, Grenville J. ...
PAM
2005
Springer
13 years 10 months ago
Self-Learning IP Traffic Classification Based on Statistical Flow Characteristics
A number of key areas in IP network engineering, management and surveillance greatly benefit from the ability to dynamically identify traffic flows according to the applications re...
Sebastian Zander, Thuy T. T. Nguyen, Grenville J. ...
ICDM
2007
IEEE
162views Data Mining» more  ICDM 2007»
13 years 8 months ago
Exploiting Network Structure for Active Inference in Collective Classification
Active inference seeks to maximize classification performance while minimizing the amount of data that must be labeled ex ante. This task is particularly relevant in the context o...
Matthew J. Rattigan, Marc Maier, David Jensen, Bin...
MASCOTS
2010
13 years 6 months ago
RRDtrace: Long-term Raw Network Traffic Recording using Fixed-size Storage
Recording raw network traffic for long-term periods can be extremely beneficial for a multitude of monitoring and security applications. However, storing all traffic of high volume...
Antonis Papadogiannakis, Michalis Polychronakis, E...