|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
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) (2023).
Fingerprinting Webpages and Smartphone Apps from Encrypted Network Traffic with WebScanner in Global Internet (GI) Symposium (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 (2022).
X-Ray Goggles for the ISP: Improving in-Network Web and App QoE Monitoring with Deep Learning in Network Traffic Measurement and Analysis Conference (TMA) (2022).
A comprehensive list of all publications can be found here: Publications