Nikolas Wehner M. Sc.
Telefon | (0931) 31-88150 |
Telefax | (0931) 31-86632 |
nikolas.wehner@uni-wuerzburg.de | |
Raum | A213a |
Anschrift | Lehrstuhl für Informatik III Am Hubland D-97074 Würzburg |
Research Interests
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
Recent Publications
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(Not) The Sum of Its Parts: Relating Individual Video and Browsing Stimuli to Web Session QoE. in 16th International Conference on Quality of Multimedia Experience (QoMEX) (2024).
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QoEXplainer: Mediating Explainable Quality of Experience Models with Large Language Models. in 16th International Conference on Quality of Multimedia Experience (QoMEX) (2024).
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HALIDS: a hardware-assisted machine learning IDS for in-network monitoring. in 2024 8th Network Traffic Measurement and Analysis Conference (TMA), Dresden, Germany (2024).
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Machine Learning with Computer Networks: Techniques, Datasets and Models. IEEE Access (2024).
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Marina: Realizing ML-Driven Real-Time Network Traffic Monitoring at Terabit Scale. Transactions on Network and Service Management (TNSM) (2024).
A comprehensive list of all publications can be found here: Publications