Publication:
Towards interval-valued fuzzy approach to video streaming traffic classification

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Date

2022

Authors

MaroƱas Monks, Eduardo
Moura, Eduardo
Schneider, Guilherme
Santos, Helida
Yamin, Adenauer
Reiser, Renata

Director

Publisher

IEEE
Acceso abierto / Sarbide irekia
ContribuciĆ³n a congreso / Biltzarrerako ekarpena
VersiĆ³n aceptada / Onetsi den bertsioa

Project identifier

Abstract

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.

Description

Keywords

Classification, Interval-valued fuzzy logic, Video streaming

Department

Institute of Smart Cities - ISC

Faculty/School

Degree

Doctorate program

item.page.cita

Monks, E. M., Moura Paz De Moura, B., Schneider, G. B., Salles Santos, H., Yamin, A. C., & Hax Sander Reiser, R. (2022). Towards interval-valued fuzzy approach to video streaming traffic classification. 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8. https://doi.org/10.1109/FUZZ-IEEE55066.2022.9882788

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