WHO I AM
My name is Michael Seufert and I am a Full Professor and Chairholder of the Chair of Networked Embedded Systems and Communication Systems at the University of Augsburg, where I research communication networks and systems.
RESEARCH ON USER-CENTRIC COMMUNICATION NETWORKS AND SYSTEMS
RESEARCH INTERESTS
My research interests include the following topics:
- Quality of Experience (QoE) of Internet applications
- Artificial intelligence and machine learning for communication networks (QoE, security)
- Measurement and analytics of (encrypted) network traffic
- Data-driven proactive user-centric network management solutions
- ML-based configuration of industrial networks
- Monitoring, orchestration, and consolidation of edge cloud computing services
- Group-based communication
- Performance analysis and modeling of communication systems
SELECTED PUBLICATIONS
- Seufert M., Dietz K., Wehner N., Geißler S., Schüler J., Wolz M., Hotho A., Casas P., Hoßfeld T., Feldmann A.: Marina: Realizing ML-Driven Real-Time Network Traffic Monitoring at Terabit Scale. IEEE Transactions on Network and Service Management. 21, 3, 2773-2790 (2024).
- Seufert M.: Statistical Methods and Models based on Quality of Experience Distributions. Quality and User Experience, 6, 1, 3 (1-27) (2021).
- Seufert, M., Egger, S., Slanina, M., Zinner, T., Hoßfeld, T., Tran-Gia, P.: A Survey on Quality of Experience of HTTP Adaptive Streaming. IEEE Communications Surveys & Tutorials. 17, 469-492 (2015).
- Wamser, F., Blenk, A., Seufert, M., Zinner, T., Kellerer, W., Tran-Gia, P.: Modeling and Performance Analysis of Application-Aware Resource Management. International Journal of Network Management. 25, 223-241 (2015).
- Hoßfeld, T., Schatz, R., Seufert, M., Hirth, M., Zinner, T., Tran-Gia, P.:
Quantification of YouTube QoE via Crowdsourcing. IEEE International Workshop on Multimedia Quality of Experience - Modeling, Evaluation, and Directions (MQoE). , Dana Point, CA, USA (2011)
