Deutsch Intern
Chair of Computer Science III

Publications

Books

  • Performance Modeling and Analysis of Communication Networks. Tran-Gia, Phuoc; Hoßfeld, Tobias. In . Würzburg University Press, https://modeling.systems/, 2021.
  • Evaluation in the Crowd. Archambault, Daniel; Purchase, Helen C; Hoßfeld, Tobias. In . Springer, 2017.
  • Proceedings of The 28th International Teletraffic Congress 2016 (ITC 28). Hoßfeld, Tobias; Chan, Gary; Mark, Brian L.; Timm-Giel, Andreas. ITC, IEEE, ACM, Würzburg, Germany, 2016.

Book Chapters

  • Context Monitoring for Improved System Performance and QoE. Metzger, Florian; Hoßfeld, Tobias; Skorin-Kapov, Lea; Liotou, Eirini; Pocta, Peter; Melvin, Hugh; Siris, Vasilios; Zgank, Andrej; Jarschel, Michael. In Autonomous Control for a Reliable Internet of Services: Methods, Models, Approaches, Techniques, Algorithms, and Tools, I. Ganchev, R. D. van der Mei, H. van den Berg (eds.). Springer International Publishing, 2018.
  • The Value of Context-Awareness in Bandwidth-Challenging HTTP Adaptive Streaming Scenarios. Liotou, Eirini; Hoßfeld, Tobias; Moldovan, Christian; Metzger, Florian; Tsolkas, Dimitris; Passas, Nikos. In Autonomous Control for a Reliable Internet of Services: Methods, Models, Approaches, Techniques, Algorithms, and Tools, I. Ganchev, R. D. van der Mei, H. van den Berg (eds.). Springer International Publishing, 2018.
  • Big-Data Helps SDN to Improve Application Specific Quality of Service. Schwarzmann, Susanna; Blenk, Andreas; Dobrijevic, Ognjen; Jarschel, Michael; Hotho, Andreas; Zinner, Thomas; Wamser, Florian. In Big Data and Software Defined Networks. Institution of Engineering and Technology (IET), 2018.

Journal Articles

  • COBIRAS: Offering a Continuous Bit Rate Slide to Maximize DASH Streaming Bandwidth Utilization. Seufert, Michael; Spangenberger, Marius; Poignée, Fabian; Wamser, Florian; Robitza, Werner; Timmerer, Christian; Hoßfeld, Tobias. In ACM Transactions on Multimedia Computing, Communications, and Applications. 2024.
  • The Missing Link in Network Intrusion Detection: Taking AI/ML Research Efforts to Users. Dietz, Katharina; Mühlhauser, Michael; Kögel, Jochen; Schwinger, Stephan; Sichermann, Marleen; Seufert, Michael; Herrmann, Dominik; Hoßfeld, Tobias. In IEEE Access. 2024.
  • Machine Learning with Computer Networks: Techniques, Datasets and Models. Afifi, Haitham; Pochaba, Sabrina; Boltres, Andreas; Laniewski, Dominic; Haberer, Janek; Paeleke, Leonard; Poorzare, Reza; Stolpmann, Daniel; Wehner, Nikolas; Redder, Adrian; Samikwa, Eric; Seufert, Michael. In IEEE Access. 2024.

Conference Papers (Proceedings)

  • Time-Sensitive Networking over the Air: Combining 5G and TSN. Grigorjew, Alexej; Raffeck, Simon; Geißler, Stefan; Hoßfeld, Tobias. In WueWoWAS’24 KuVS Fachgespraech - Wuerzburg Workshop on Next-Generation Communication Networks. 2024.
  • Agree to Disagree: Exploring Consensus of XAI Methods for ML-based NIDS. Dietz, Katharina; Hajizadeh, Mehrdad; Schleicher, Johannes; Wehner, Nikolas; Geißler, Stefan; Casas, Pedro; Seufert, Michael; Hoßfeld, Tobias. In 1st Workshop on Network Security Operations (NeSecOr) as part of CNSM’24. Prague, Czech Republic, 2024.
  • Certainly Uncertain: Demystifying ML Uncertainty for Active Learning in Network Monitoring Tasks. Dietz, Katharina; Hajizadeh, Mehrdad; Wehner, Nikolas; Geißler, Stefan; Casas, Pedro; Seufert, Michael; Hoßfeld, Tobias. In 20th International Conference on Network and Service Management (CNSM). Prague, Czech Republic, 2024.

Research Reports

  • White Paper on Crowdsourced Network and QoE Measurements – Definitions, Use Cases and Challenges. Technical Report (10.25972/OPUS-20232), . Hoßfeld, Tobias; Wunderer, Stefan; Beyer, André; Hall, Andrew; Schwind, Anika; Gassner, Christian; Guillemin, Fabrice; Wamser, Florian; Wascinski, Krzysztof; Hirth, Matthias; Seufert, Michael; Casas, Pedro; Tran-Gia, Phuoc; Robitza, Werner; Wascinski, Wojciech; Ben Houidi, Zied. Würzburg, 2020.
  • Discrete-Time Analysis: Deriving the Distribution of the Number of Events in an Arbitrarily Distributed Interval. Technical Report (498), . Gebert, Steffen; Zinner, Thomas; Lange, Stanislav; Schwartz, Christian; Tran-Gia, Phuoc. University of Wuerzburg, 2016.
  • A Survey of Cloud Services and Potential Applications of Social Awareness. Technical Report (496), . Seufert, Michael; Hoßfeld, Tobias; Sperb Machado, Guilherme; Bocek, Thomas; Biancani, Matteo; Cruschelli, Paolo; Lapacz, Roman; Darzanos, George; Papafili, Ioanna; Wajda, Krzysztof. University of Wuerzburg, 2015.

Theses

  • Monitoring the Quality of Streaming and Internet of Things Applications. Technical Report (PhD dissertation), . Loh, Frank. PhD dissertation. University of Würzburg, 2024, January.
  • Performance Evaluation of Next-Generation Data Plane Architectures and their Components. Technical Report (PhD dissertation), . Geißler, Stefan. PhD dissertation. University of Würzburg, 2022, April.
  • Estimating Quality of Experience of Enterprise Applications - A Crowdsourcing-based Approach. Technical Report (PhD dissertation), . Borchert, Kathrin. PhD dissertation. University of Würzburg, 2020, October.