Tobias Hoßfeld

Full Professor

University of Würzburg

Germany

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Professor Tobias Hoßfeld is a Full Professor at the University of Würzburg, Germany. His research focuses on areas such as network monitoring, quality of experience modeling, and energy efficiency in communication networks. He has contributed to various recent articles exploring the applications of machine learning in network traffic and IoT connectivity. Professor Hoßfeld is dedicated to advancing the understanding of data-driven models and their implications for modern communication technologies.

Articles (19)

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2025

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2022

Collaborators (4)

Marco Mellia

Full Professor

Politecnico di Torino

ITALY

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Samuel Kounev

Professor and Chair

University of Würzburg

GERMANY

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Pedro Casas

AIT Austrian Institute of Technology GmbH

AUSTRIA

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Michael Seufert

University of Augsburg

GERMANY

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Tobias Hoßfeld

Research Interests

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Articles (19)

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

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

Untangling IoT Global Connectivity: The Importance of Mobile Signaling Traffic

COBIRAS: Offering a Continuous Bit Rate Slide to Maximize DASH Streaming Bandwidth Utilization

Marina: Realizing ML-Driven Real-Time Network Traffic Monitoring at Terabit Scale

The Missing Link in Network Intrusion Detection: Taking AI/ML Research Efforts to Users

User-centric Markov reward model for state-dependent Erlang loss systems

Analysis of Energy Intensity and Generic Energy Efficiency Metrics in Communication Networks: Limits, Practical Applications, and Case Studies

Plan the Access? Generic Hardware Independent Energy Consumption and Efficiency Model for Different LoRaWAN Channel Access Approaches

MVNOCoreSim: A Digital Twin for Virtualized IoT-Centric Mobile Core Networks

Do you agree? Contrasting Google’s Core Web Vitals and the impact of cookie consent banners with actual web QoE

A Greener Experience: Trade-offs between QoE and CO2 Emissions in Today's and 6G Networks

Comparing the Scalability of Communication Networks and Systems

Efficient graph-based gateway placement for large-scale LoRaWAN deployments

Industrial User Experience Index vs. Quality of Experience Models

Share and Multiply: Modeling Communication and Generated Traffic in Private WhatsApp Groups

Want More WANs? Comparison of Traditional and GAN-Based Generation of Wide Area Network Topologies via Graph and Performance Metrics

An Introduction to Online Video Game QoS and QoE Influencing Factors

Pandemic in the digital age: analyzing WhatsApp communication behavior before, during, and after the COVID-19 lockdown

Collaborators (4)

Marco Mellia

Samuel Kounev

Pedro Casas

Michael Seufert

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