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.com/jbucar/ditg

http://mininet.org/download/

https://www.openvswitch.org/download/

sudo mn --topo single,3 --mac --switch ovsk --controller remote

python3 traffic_classifier_python3.py supervised