A system that could classify DNS, Telnet, Ping, Voice, Game, and Video traffic flows based on packet and byte information simulated by the Distributed Internet Traffic Generator (D-ITG) tool in an Software Defined Network (SDN) based network topology with Open vSwitch (OVS) using machine learning algorithms such as Logistic regression,K-Means clustering,K nearest neighbours, SVC, Gaussian NB and Random Forest Classifier.
https://github /jbucar/ditg
http://mininet.org/download/
https:// openvswitch.org/download/
sudo mn --topo single,3 --mac --switch ovsk --controller remote
Python 3 traffic_classifier_ Python 3.py supervised