Publications
Books
-
Performance Modeling and Analysis of Communication Networks. . In . Würzburg University Press, https://modeling.systems/, 2021.
-
Evaluation in the Crowd. . In . Springer, 2017.
-
Proceedings of The 28th International Teletraffic Congress 2016 (ITC 28). . ITC, IEEE, ACM, Würzburg, Germany, 2016.
Book Chapters
-
Context Monitoring for Improved System Performance and QoE. . 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. . 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. . 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. . In ACM Transactions on Multimedia Computing, Communications, and Applications. 2024.
-
The Missing Link in Network Intrusion Detection: Taking AI/ML Research Efforts to Users. . In IEEE Access. 2024.
-
Machine Learning with Computer Networks: Techniques, Datasets and Models. . In IEEE Access. 2024.
Conference Papers (Proceedings)
-
Time-Sensitive Networking over the Air: Combining 5G and TSN. . 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. . 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. . 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), . . Würzburg, 2020.
-
Discrete-Time Analysis: Deriving the Distribution of the Number of Events in an Arbitrarily Distributed Interval. Technical Report (498), . . University of Wuerzburg, 2016.
-
A Survey of Cloud Services and Potential Applications of Social Awareness. Technical Report (496), . . University of Wuerzburg, 2015.
Theses
-
Monitoring the Quality of Streaming and Internet of Things Applications. Technical Report (PhD dissertation), . . PhD dissertation. University of Würzburg, 2024, January.
-
Performance Evaluation of Next-Generation Data Plane Architectures and their Components. Technical Report (PhD dissertation), . . PhD dissertation. University of Würzburg, 2022, April.
-
Estimating Quality of Experience of Enterprise Applications - A Crowdsourcing-based Approach. Technical Report (PhD dissertation), . . PhD dissertation. University of Würzburg, 2020, October.