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How are your apps doing? QoE inference and analysis in mobile devices

, , , , и . 2021 17th International Conference on Network and Service Management (CNSM), стр. 49--55. IEEE, (2021)

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Nikolas Pomplun

Nikolas Stroth

Nikolas Fechner

Nikolas Breitkopf

Nikolas Lentz

 

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X-Ray Goggles for the ISP: Improving in-Network Web and App QoE Monitoring with Deep Learning, , , , , и . Network Traffic Measurement and Analysis Conference (TMA), (июня 2022)Mobile Web and App QoE Monitoring for ISPs - from Encrypted Traffic to Speed Index through Machine Learning, , , , , и . 13th Wireless and Mobile Networking Conference (WMNC), Best Paper Award, Montreal, Canada (Virtual Conference), (октября 2021)Features that Matter: Feature Selection for On-line Stalling Prediction in Encrypted Video Streaming, , , , и . 2nd International Workshop on Network Intelligence (NI), Paris, France, (апреля 2019)Improving Web QoE Monitoring for Encrypted Network Traffic through Time Series Modeling, , , , , и . ACM SIGMETRICS Performance Evaluation Review, 48 (4): 37-40 (марта 2021)Automated Quality Evaluation of HTTP Adaptive Video Streaming with an Android App. University of Wuerzburg, (июля 2015)Improving Web QoE Monitoring for Encrypted Network Traffic through Time Series Modeling, , , , , и . 2nd Workshop on AI in Networks and Distributed Systems (WAIN), Milan, Italy, (ноября 2020)Inferring Web QoE with Machine Learning from Encrypted Network Traffic. (08.10.2020)Explainable Data-Driven QoE Modelling using XAI, , , и . 15th International Conference on Quality of Multimedia Experience (QoMEX), Ghent, Belgium, (июня 2023)Improving Web QoE Monitoring for Encrypted Network Traffic through Time Series Modeling., , , , , и . SIGMETRICS Perform. Evaluation Rev., 48 (4): 37-40 (2021)How good is your mobile (web) surfing?: speed index inference from encrypted traffic., , , , , и . SIGCOMM Posters and Demos, стр. 35-36. ACM, (2020)