WHO I AM

My name is Michael Seufert and I am a Full Professor and Holder of the Chair of Networked Embedded Systems and Communication Systems at the University of Augsburg, where I research communication networks and systems.

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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
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SELECTED PUBLICATIONS

  • Seufert M.: Statistical Methods and Models based on Quality of Experience Distributions. Quality and User Experience, 6, 1, 3 (1-27) (2021).
  • Seufert M., Wassermann S., Casas P.: Considering User Behavior in the Quality of Experience Cycle: Towards Proactive QoE-aware Traffic Management. IEEE Communications Letter. 23, 7, 1145-1148 (2019).
  • Seufert M., Wehner N., Casas P.: A Fair Share for All: TCP-inspired Adaptation Logic for QoE Fairness among Heterogeneous HTTP Adaptive Video Streaming Clients. IEEE Transactions on Network and Service Management. 16, 2, 475-488 (2019).
  • Zinner T., Geissler S., Lange S., Gebert S., Seufert M., Tran-Gia P.: A Discrete-Time Model for Optimizing the Processing Time of Virtualized Network Functions. Computer Networks. 125, 4-14 (2017).
  • Casas, P., Seufert, M., Wamser, F., Gardlo, B., Sackl, A., Schatz, R.: Next to You: Monitoring Quality of Experience in Cellular Networks from the End-devices. IEEE Transactions on Network and Service Management. 13, 181-196 (2016).
  • 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).
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