Naslov
YouTube QoE Classification Based on Monitoring of Encrypted Traffic

Autori
Oršolić, Irena ; Skorin-Kapov, Lea

Vrsta, podvrsta i kategorija rada
Sažeci sa skupova, prošireni sažetak, znanstveni

Izvornik
PhD Forum – Book of Abstracts / - , 2018, 11-12

Skup
14th International Conference on Telecommunications (ConTEL 2017)

Mjesto i datum
Zagreb, Hrvatska, 28.06.2017. - 30.06.2017

Vrsta sudjelovanja
Poster

Vrsta recenzije
Podatak o recenziji nije dostupan

Ključne riječi
QoE estimation ; client-side monitoring ; YouTube ; machine learning ; encrypted traffic

Sažetak
With the move to traffic encryption adopted by many Over The Top (OTT) providers of video distribution services, Internet Service Providers (ISPs) are now facing the challenges of monitoring application performance and potential end user perceived service quality degradations. With lack of direct feedback from OTT providers, ISPs generally rely on passive traffic monitoring solutions deployed within their network for the purposes of monitoring OTT service performance. The aim of this research is to develop tools and methodologies that enable the estimation of end user QoE when watching YouTube videos using different platforms and access networks, based solely on the analysis of encrypted network traffic.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo

POVEZANOST RADA