Publications
4 publications
Publications
4 publicationsModeling Network Load of Mobile Instant Messaging: A Modular Source Traffic Generator
@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}
}
A Tutorial on Data-Driven Quality-of-Experience Modeling With Explainable Artificial Intelligence
@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}
}
Exploring the application of Time Series Foundation Models to network monitoring tasks
@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}
}
Irreconcilable Differences? Investigating Consensus of Post-hoc XAI for ML-NIDS via Decomposition
@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}
}