Mastersthesis,

QoE Estimation of Short Video Services from Encrypted Network Traffic

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University of Würzburg, (2023)

Abstract

Short video services like TikTok, Instagram Reels, and YouTube Shorts have risen as important Internet applications in recent years. Goal of this work is therefore the adaptation of two well-known long-form video monitoring solutions ViCrypt 1, an ML-based approach, and eMIMIC 2, a session reconstruction approach, to the short video services domain. Primary focus of this work is YouTube Shorts. Other apps like TikTok may be analysed in a latter stage. Data is provided by a testbed deployed at the chair. Also as Praktikum possible. Contact: nikolas.wehner@uni-wuerzburg.de 1 https://ieeexplore.ieee.org/document/9250645 2 https://ieeexplore.ieee.org/document/8506519

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