Deutsch Intern
Chair of Computer Science III

Nikolas Wehner M. Sc.

Telefon (0931) 31-88150
Telefax (0931) 31-86632
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

  • 1.
    Schleicher, J., Wehner, N., Hoßfeld, T. & Seufert, M. (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).
  • 1.
    Afifi, H. et al. Machine Learning with Computer Networks: Techniques, Datasets and Models. IEEE Access (2024).
  • 1.
    Seufert, M. et al. Marina: Realizing ML-Driven Real-Time Network Traffic Monitoring at Terabit Scale. Transactions on Network and Service Management (TNSM) (2024).
  • 1.
    Dietz, K., Wehner, N., Casas, P., Hoßfeld, T. & Seufert, M. Demystifying User-based Active Learning for Network Monitoring Tasks. in 2nd Workshop on Machine Learning & Networking (MaLeNe) as part of NetSys’23 (2023).
  • 1.
    Wehner, N., Seufert, A., Hoßfeld, T. & Seufert, M. Explainable Data-Driven QoE Modelling using XAI. in 15th International Conference on Quality of Multimedia Experience (QoMEX) (2023).

A comprehensive list of all publications can be found here: Publications