|Anschrift||Lehrstuhl für Informatik III |
My research interests include the following topics:
- Quality of Experience (QoE) of Internet applications
- Measurement and analytics of (encrypted) network traffic
- Artificial intelligence and machine learning for networks
- Performance analysis and modeling of communication systems
Demystifying User-based Active Learning for Network Monitoring Tasks. . In 2nd Workshop on Machine Learning & Netwoking (MaLeNe) as part of NetSys’23. Potsdam, Germany, 2023.
Do you Agree? Contrasting Google’s Core Web Vitals and the Impact of Cookie Consent Banners with Actual Web QoE. . In Quality and User Experience. 2023.
Explainable Data-Driven QoE Modelling using XAI. . In 15th International Conference on Quality of Multimedia Experience (QoMEX). Ghent, Belgium, 2023.
Fingerprinting Webpages and Smartphone Apps from Encrypted Network Traffic with WebScanner. . In Global Internet (GI) Symposium. Paris, France, 2022.
A Vital Improvement? Relating Google’s Core Web Vitals to Actual Web QoE. . In 14th International Conference on Quality of Multimedia Experience (QoMEX), Best Paper Award. Lippstadt, Germany, 2022.
A comprehensive list of all publications can be found here: Publications