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Mobile Web and App QoE Monitoring for ISPs - from Encrypted Traffic to Speed Index through Machine Learning

, , , , , and . 13th Wireless and Mobile Networking Conference (WMNC), Best Paper Award, Montreal, Canada (Virtual Conference), (October 2021)

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QoMOSN - On the analysis of traffic and Quality of Experience in Mobile Online Social Networks., , and . EuCNC, page 471-475. IEEE, (2015)Anycaston the Move: A Look at Mobile Anycast Performance., , , and . TMA, page 1-8. IEEE, (2018)Distributed Internet Paths Performance Analysis Through Machine Learning., and . TMA, page 1-2. IEEE, (2018)On the Analysis of Network Measurements Through Machine Learning: The Power of the Crowd.. TMA, page 1-8. IEEE, (2018)Who to blame when YouTube is not working? detecting anomalies in CDN-provisioned services., , , , and . IWCMC, page 435-440. IEEE, (2014)EXPLAIN-IT: Towards Explainable AI for Unsupervised Network Traffic Analysis., , and . CoRR, (2020)A Survey on Big Data for Network Traffic Monitoring and Analysis., , , , and . CoRR, (2020)A user perspective for end-to-end quality of service evaluation in multimedia networks., , , and . LANC, page 133-137. ACM, (2007)Modeling the YouTube stack: From packets to quality of experience, , , , , and . Computer Networks, (2016)Are you on Mobile or Desktop? On the Impact of End-User Device on Web QoE Inference from Encrypted Traffic, , , , , , , , , and 2 other author(s). 16th International Conference on Network and Service Management (CNSM), Izmir, Turkey, (November 2020)