Ensemble network traffic classification: Algorithm comparison and novel ensemble scheme proposal

Network Traffic Classification (NTC) is a key piece for network monitoring, Quality-of-Service management and network security. Machine Learning algorithms have drawn the attention of many researchers during the last few years as a promising solution for network traffic classification. In Machine Learning, ensemble algorithms are classifiers formed by a set of base estimators that cooperate to build more complex models according to given...