Towards Interval-Valued Fuzzy Approach to Video Streaming Traffic Classification
Eduardo Monks, Bruno Moura, Guilherme Bayer Schneider, Hélida Santos, Adenauer Yamin, Renata Reiser · 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) · 2022
This paper contributes to classifying video streaming traffic by exploring concepts of Interval-Valued Fuzzy Logic. This approach extends related works by considering the uncertainties generated by variations in network conditions and the parameter imprecision affecting the behavior of network flow, which increases the complexity to reach high accuracy in identifying the network traffic. Some evaluations using the interval-valued logic approach for video streaming traffic classification are presented using application tools and datasets to validate the proposal.