Publications
Book or Conference Proceedings
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Performance Modeling and Analysis of Communication Networks. . In . Würzburg University Press, https://modeling.systems/, 2021.
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Evaluation in the Crowd. . In . Springer, 2017.
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Proceedings of The 28th International Teletraffic Congress 2016 (ITC 28). . ITC, IEEE, ACM, Würzburg, Germany, 2016.
Book Chapter
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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.
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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.
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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
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A Tutorial on Data-Driven Quality of Experience Modeling with Explainable Artificial Intelligence. . In IEEE Communications Surveys & Tutorials. 2025.
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Exploring the Application of Time Series Foundation Models to Network Monitoring Tasks. . In Computer Networks, Special Issue on Generative and Explainable AI for Internet Traffic and Network Architectures. 2025.
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COBIRAS: Offering a Continuous Bit Rate Slide to Maximize DASH Streaming Bandwidth Utilization. . In ACM Transactions on Multimedia Computing, Communications, and Applications. 2024.
Article in Conference Proceedings
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Towards Detecting Traffic Changes in Real-World Heterogeneous Multi-Cloud Environments. . In 15th International Workshop on Resilient Networks Design and Modeling (RNDM). Trondheim, Norway, 2025.
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To Cap or not to Cap: Bandwidth Capping Effects on Network Interactions and QoE of Competing Short Video Streams. . In 16th ACM Multimedia Systems Conference (MMSys). Stellenbosch, South Africa, 2025.
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VIPNANO: Monitoring of Virtual Private Cloud Networks for Automated Anomaly Detection. . In 4. GI/ITG KuVS Fachgespräch "Network Softwarization" (KuVS FG NetSoft). Tübingen, Germany, 2025.
Reports
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White Paper on Crowdsourced Network and QoE Measurements – Definitions, Use Cases and Challenges. Technical Report (10.25972/OPUS-20232), . . Würzburg, 2020.
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Discrete-Time Analysis: Deriving the Distribution of the Number of Events in an Arbitrarily Distributed Interval. Technical Report (498), . . University of Wuerzburg, 2016.
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A Survey of Cloud Services and Potential Applications of Social Awareness. Technical Report (496), . . University of Wuerzburg, 2015.
Dissertations
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Measuring and Improving the Quality of Experience of Trending Internet Applications in Mobile Networks. Technical Report (PhD dissertation), . . PhD dissertation. University of Würzburg, 2025, January.
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Monitoring the Quality of Streaming and Internet of Things Applications. Technical Report (PhD dissertation), . . PhD dissertation. University of Würzburg, 2024, January.
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Performance Evaluation of Next-Generation Data Plane Architectures and their Components. Technical Report (PhD dissertation), . . PhD dissertation. University of Würzburg, 2022, April.