Baris Yamansavascilar, PhD

Software and Research Engineer

Network Traffic Classification Using Machine Learning Techniques

Recent developments on the Internet have led to increase the importance of network traffic classification. Classification of large-scale network traffic can provide much important information for network management, QoS and network security. In this study, the influence of different network speeds to accuracy was evaluated and a comparison between packet-based and time-based approaches was performed.

 

Related Publications:

[Conference]

Application Identification via Network Traffic Classification , Baris Yamansavascilar, M. Amac Guvensan, A. Gokhan Yavuz, and M. Elif Karsligil, International Conference on Computing, Networking and Communications (ICNC), Santa Clara, CA, USA, 2017