Scientific Large Scale Infrastructure for Computing/Communication Experimental Studies

Michael Seufert

ProfessorUniversity of Augsburg

Community Member (SLICES-DE project role)

Publications

4 publications

Fabian Poignée, Anika Seufert, Frank Loh, Michael Seufert, and Tobias Hoßfeld,

Modeling Network Load of Mobile Instant Messaging: A Modular Source Traffic Generator

IEEE Trans. Netw. Serv. Manag., vol. 23, pp. 626–638, 2026, https://doi.org/10.1109/TNSM.2025.3630052.

@article{DBLP:journals/tnsm/PoigneeSLSH26,
 author = {Fabian Poignée and Anika Seufert and Frank Loh and Michael Seufert and Tobias Hoßfeld},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/journals/tnsm/PoigneeSLSH26.bib},
 doi = {10.1109/TNSM.2025.3630052},
 journal = {IEEE Trans. Netw. Serv. Manag.},
 pages = {626--638},
 timestamp = {Fri, 06 Feb 2026 14:18:18 +0100},
 title = {Modeling Network Load of Mobile Instant Messaging: A Modular Source Traffic Generator},
 url = {https://doi.org/10.1109/TNSM.2025.3630052},
 volume = {23},
 year = {2026}
}

Nikolas Wehner, Anika Seufert, Tobias Hoßfeld, and Michael Seufert,

A Tutorial on Data-Driven Quality-of-Experience Modeling With Explainable Artificial Intelligence

IEEE Commun. Surv. Tutorials, vol. 28, pp. 761–799, 2026, https://doi.org/10.1109/COMST.2025.3583227.

@article{DBLP:journals/comsur/WehnerSHS26,
 author = {Nikolas Wehner and Anika Seufert and Tobias Hoßfeld and Michael Seufert},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/journals/comsur/WehnerSHS26.bib},
 doi = {10.1109/COMST.2025.3583227},
 journal = {IEEE Commun. Surv. Tutorials},
 pages = {761--799},
 timestamp = {Thu, 29 Jan 2026 17:41:14 +0100},
 title = {A Tutorial on Data-Driven Quality-of-Experience Modeling With Explainable Artificial Intelligence},
 url = {https://doi.org/10.1109/COMST.2025.3583227},
 volume = {28},
 year = {2026}
}

Nikolas Wehner, Pedro Casas, Katharina Dietz, Stefan Geißler, Tobias Hoßfeld, and Michael Seufert,

Exploring the application of Time Series Foundation Models to network monitoring tasks

Comput. Networks, vol. 269, pp. 111395, 2025, https://doi.org/10.1016/J.COMNET.2025.111395.

@article{DBLP:journals/cn/WehnerCDGHS25,
 author = {Nikolas Wehner and Pedro Casas and Katharina Dietz and Stefan Geißler and Tobias Hoßfeld and Michael Seufert},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/journals/cn/WehnerCDGHS25.bib},
 doi = {10.1016/J.COMNET.2025.111395},
 journal = {Comput. Networks},
 pages = {111395},
 timestamp = {Thu, 25 Jun 2026 10:32:41 +0200},
 title = {Exploring the application of Time Series Foundation Models to network monitoring tasks},
 url = {https://doi.org/10.1016/j.comnet.2025.111395},
 volume = {269},
 year = {2025}
}

Katharina Dietz, Johannes Schleicher, Stefan Geißler, Michael Seufert, and Tobias Hoßfeld,

Irreconcilable Differences? Investigating Consensus of Post-hoc XAI for ML-NIDS via Decomposition

21st International Conference on Network and Service Management, CNSM 2025, Bologna, Italy, October 27-31, 2025, pp. 1–9, IEEE, 2025, https://doi.org/10.23919/CNSM67658.2025.11297526.

@inproceedings{DBLP:conf/cnsm/DietzSGSH25,
 author = {Katharina Dietz and Johannes Schleicher and Stefan Geißler and Michael Seufert and Tobias Hoßfeld},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/cnsm/DietzSGSH25.bib},
 booktitle = {21st International Conference on Network and Service Management, CNSM 2025, Bologna, Italy, October 27-31, 2025},
 doi = {10.23919/CNSM67658.2025.11297526},
 editor = {Walter Cerroni and Mauro Tortonesi and Davide Borsatti and Alberto Egon Schaeffer-Filho and Daphné Tuncer and Jérôme François and Martin Husák},
 pages = {1--9},
 publisher = {IEEE},
 timestamp = {Tue, 13 Jan 2026 10:23:09 +0100},
 title = {Irreconcilable Differences? Investigating Consensus of Post-hoc XAI for ML-NIDS via Decomposition},
 url = {https://doi.org/10.23919/CNSM67658.2025.11297526},
 year = {2025}
}