Michael Seufert

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 106

Top Venues

QoMEX

CNSM

TMA

IEEE Trans. Netw. Serv. Manag.

Julius Maximilians University Würzburg, Germany (PHD)

Education History

Julius Maximilians University Würzburg, Germany

PHD

Publications

Michael Seufert, Katharina Dietz, Nikolas Wehner, Stefan Geißler, Joshua Schüler, Manuel Wolz, Andreas Hotho, Pedro Casas, Tobias Hoßfeld, Anja Feldmann
Marina: Realizing ML-Driven Real-Time Network Traffic Monitoring at Terabit Scale. IEEE Trans. Netw. Serv. Manag. 21 (3) (2024)
Katharina Dietz, Michael Mühlhauser, Jochen Kögel, Stephan Schwinger, Marleen Sichermann, Michael Seufert, Dominik Herrmann, Tobias Hoßfeld
The Missing Link in Network Intrusion Detection: Taking AI/ML Research Efforts to Users. IEEE Access 12 (2024)
Anika Seufert, Carina Baur, Fabian Poignée, Michael Seufert, Tobias Hoßfeld
Sitting, Chatting, Waiting: Influence of Loading Times on Mobile Instant Messaging QoE. QoMEX (2024)
Haitham Afifi, Sabrina Pochaba, Andreas Boltres, Dominic Laniewski, Janek Haberer, Leonard Paeleke, Reza Poorzare, Daniel Stolpmann, Nikolas Wehner, Adrian Redder, Eric Samikwa, Michael Seufert
Machine Learning With Computer Networks: Techniques, Datasets, and Models. IEEE Access 12 (2024)
Michael Seufert, Irena Orsolic
Improving the Transfer of Machine Learning-Based Video QoE Estimation Across Diverse Networks. IEEE Trans. Netw. Serv. Manag. 21 (3) (2024)
Nikolas Wehner, Nils Feldhus, Michael Seufert, Sebastian Möller, Tobias Hoßfeld
QoEXplainer: Mediating Explainable Quality of Experience Models with Large Language Models. QoMEX (2024)
B. Brandino, E. Grampin, Katharina Dietz, Nikolas Wehner, Michael Seufert, Tobias Hoßfeld, Pedro Casas
HALIDS: a Hardware-Assisted Machine Learning IDS for in-Network Monitoring. TMA (2024)
Katharina Dietz, Michael Seufert, Tobias Hoßfeld
Want More WANs? Comparison of Traditional and GAN-Based Generation of Wide Area Network Topologies via Graph and Performance Metrics. IEEE Trans. Netw. Serv. Manag. 21 (1) (2024)
Johannes Schleicher, Nikolas Wehner, Tobias Hoßfeld, Michael Seufert
(Not) The Sum of Its Parts: Relating Individual Video and Browsing Stimuli to Web Session QoE. QoMEX (2024)
Nikolas Wehner, Anika Seufert, Tobias Hoßfeld, Michael Seufert
Explainable Data-Driven QoE Modelling with XAI. QoMEX (2023)
Anika Seufert, Fabian Poignée, Michael Seufert, Tobias Hoßfeld
Share and Multiply: Modeling Communication and Generated Traffic in Private WhatsApp Groups. IEEE Access 11 (2023)
Nikolas Wehner, Michael Seufert, Raimund Schatz, Tobias Hoßfeld
Do you agree? Contrasting Google's Core Web Vitals and the impact of cookie consent banners with actual web QoE. Qual. User Exp. 8 (1) (2023)
Lucjan Janowski, Jakub Nawala, Tobias Hoßfeld, Michael Seufert
Experiment Precision Measures and Methods for Experiment Comparisons. QoMEX (2023)
Katharina Dietz, Nicholas Gray, Manuel Wolz, Claas Lorenz, Tobias Hoßfeld, Michael Seufert
Moving Down the Stack: Performance Evaluation of Packet Processing Technologies for Stateful Firewalls. NOMS (2023)
Katharina Dietz, Michael Seufert, Tobias Hoßfeld
Comparing Traditional and GAN-based Approaches for the Synthesis of Wide Area Network Topologies. CNSM (2022)
Katharina Dietz, Michael Mühlhauser, Michael Seufert, Nicholas Gray, Tobias Hoßfeld, Dominik Herrmann
Browser Fingerprinting: How to Protect Machine Learning Models and Data with Differential Privacy? Electron. Commun. Eur. Assoc. Softw. Sci. Technol. 80 (2022)
Nikolas Wehner, Markus Ring, Joshua Schüler, Andreas Hotho, Tobias Hoßfeld, Michael Seufert
On Learning Hierarchical Embeddings from Encrypted Network Traffic. NOMS (2022)
Florian Metzger, Stefan Geißler, Alexej Grigorjew, Frank Loh, Christian Moldovan, Michael Seufert, Tobias Hoßfeld
An Introduction to Online Video Game QoS and QoE Influencing Factors. IEEE Commun. Surv. Tutorials 24 (3) (2022)
Pedro Casas, Sarah Wassermann, Michael Seufert, Nikolas Wehner, Olivia Dinica, Tobias Hossfeld
X-Ray Goggles for the ISP: Improving in-Network Web and App QoE Monitoring with Deep Learning. TMA (2022)
Glenn Parsons, Michael Seufert, Mark Hantel
Guest Editorial: Time-Sensitive Networking. IEEE Commun. Stand. Mag. 6 (4) (2022)
Pedro Casas, Michael Seufert, Sarah Wassermann, Bruno Gardlo, Nikolas Wehner, Raimund Schatz
DeepCrypt - Deep Learning for QoE Monitoring and Fingerprinting of User Actions in Adaptive Video Streaming. NetSoft (2022)
Anika Seufert, Ralf Schweifler, Fabian Poignée, Michael Seufert, Tobias Hoßfeld
Waiting along the Path: How Browsing Delays Impact the QoE of Music Streaming Applications. QoMEX (2022)
Jakub Nawala, Tobias Hoßfeld, Lucjan Janowski, Michael Seufert
Systematic Analysis of Experiment Precision Measures and Methods for Experiments Comparison. CoRR (2022)
Nikolas Wehner, Monisha Amir, Michael Seufert, Raimund Schatz, Tobias Hoßfeld
A Vital Improvement? Relating Google's Core Web Vitals to Actual Web QoE. QoMEX (2022)
Pedro Casas, Nikolas Wehner, Sarah Wassermann, Michael Seufert
Fingerprinting Web Pages and Smartphone Apps from Encrypted Network Traffic with WebScanner. CloudNet (2022)
Pedro Casas, Sarah Wassermann, Nikolas Wehner, Michael Seufert, Tobias Hossfeld
Not all Web Pages are Born the Same Content Tailored Learning for Web QoE Inference. M&N (2022)
Katharina Dietz, Nicholas Gray, Michael Seufert, Tobias Hossfeld
ML-based Performance Prediction of SDN using Simulated Data from Real and Synthetic Networks. NOMS (2022)
Nikolas Wehner, Michael Seufert, Joshua Schüler, Pedro Casas, Tobias Hoßfeld
How are your Apps Doing? QoE Inference and Analysis in Mobile Devices. CNSM (2021)
Tobias Hoßfeld, Michael Seufert, Babak Naderi
On Inter-Rater Reliability for Crowdsourced QoE. QoMEX (2021)
Irena Orsolic, Michael Seufert
On Machine Learning Based Video QoE Estimation Across Different Networks. ConTEL (2021)
Matthias Hirth, Michael Seufert, Stanislav Lange, Markus Meixner, Phuoc Tran-Gia
Performance Evaluation of Hybrid Crowdsensing and Fixed Sensor Systems for Event Detection in Urban Environments. Sensors 21 (17) (2021)
Michael Seufert
Statistical methods and models based on quality of experience distributions. Qual. User Exp. 6 (1) (2021)
Nicholas Gray, Katharina Dietz, Michael Seufert, Tobias Hossfeld
High Performance Network Metadata Extraction Using P4 for ML-based Intrusion Detection Systems. HPSR (2021)
Nikolas Wehner, Michael Seufert, Joshua Schuler, Sarah Wassermann, Pedro Casas, Tobias Hossfeld
Improving Web QoE Monitoring for Encrypted Network Traffic through Time Series Modeling. SIGMETRICS Perform. Evaluation Rev. 48 (4) (2021)
Alexej Grigorjew, Michael Seufert, Nikolas Wehner, Jan Hofmann, Tobias Hoßfeld
ML-Assisted Latency Assignments in Time-Sensitive Networking. IM (2021)
Anika Seufert, Svenja Schröder, Michael Seufert
Delivering User Experience over Networks: Towards a Quality of Experience Centered Design Cycle for Improved Design of Networked Applications. SN Comput. Sci. 2 (6) (2021)
Andrea Pimpinella, Alessandro E. C. Redondi, Frank Loh, Michael Seufert
Machine-Learning Based Prediction of Next HTTP Request Arrival Time in Adaptive Video Streaming. CNSM (2021)
Huyen T. T. Tran, Nam Pham Ngoc, Tobias Hoßfeld, Michael Seufert, Truong Cong Thang
Cumulative Quality Modeling for HTTP Adaptive Streaming. ACM Trans. Multim. Comput. Commun. Appl. 17 (1) (2021)
Pedro Casas, Sarah Wassermann, Nikolas Wehner, Michael Seufert, Joshua Schüler, Tobias Hossfeld
Mobile Web and App QoE Monitoring for ISPs - from Encrypted Traffic to Speed Index through Machine Learning. WMNC (2021)
Nikolas Wehner, Michael Seufert, Viktoria Wieser, Pedro Casas, Germán Capdehourat
Quality that Matters: QoE Monitoring in Education Service Provider (ESP) Networks. IM (2021)
Nikolas Wehner, Nils Mertinat, Michael Seufert, Tobias Hoßfeld
Studying the Impact of the Content Selection Method on the Video QoE on Mobile Devices. QoMEX (2020)
Christian Moldovan, Frank Loh, Michael Seufert, Tobias Hoßfeld
Optimizing HAS for 360-Degree Videos. NOMS (2020)
Sarah Wassermann, Michael Seufert, Pedro Casas, Li Gang, Kuang Li
ViCrypt to the Rescue: Real-Time, Machine-Learning-Driven Video-QoE Monitoring for Encrypted Streaming Traffic. IEEE Trans. Netw. Serv. Manag. 17 (4) (2020)
Michael Seufert, Nikolas Wehner, Viktoria Wieser, Pedro Casas, Germán Capdehourat
Mind the (QoE) Gap: On the Incompatibility of Web and Video QoE Models in the Wild. CNSM (2020)
Tobias Hoßfeld, Stefan Wunderer, André Beyer, Andrew Hall, Anika Schwind, Christian Gassner, Fabrice Guillemin, Florian Wamser, Krzysztof Wascinski, Matthias Hirth, Michael Seufert, Pedro Casas, Phuoc Tran-Gia, Werner Robitza, Wojciech Wascinski, Zied Ben-Houidi
White Paper on Crowdsourced Network and QoE Measurements - Definitions, Use Cases and Challenges. CoRR (2020)
Michael Seufert, Julian Kargl, Johannes Schauer, Andreas Nüchter, Tobias Hoßfeld
Different Points of View: Impact of 3D Point Cloud Reduction on QoE of Rendered Images. QoMEX (2020)
Sarah Wassermann, Pedro Casas, Michael Seufert, Nikolas Wehner, Joshua Schüler, Tobias Hossfeld
How good is your mobile (web) surfing?: speed index inference from encrypted traffic. SIGCOMM Posters and Demos (2020)
Nikolas Wehner, Michael Seufert, Sebastian Egger-Lampl, Bruno Gardlo, Pedro Casas, Raimund Schatz
Scoring High: Analysis and Prediction of Viewer Behavior and Engagement in the Context of 2018 FIFA WC Live Streaming. ACM Multimedia (2020)
Kathrin Borchert, Michael Seufert, Kathrin Hildebrand, Tobias Hoßfeld
QoE Assessment of Enterprise Applications Based on Self-Motivated Ratings. QoMEX (2020)
Sarah Wassermann, Pedro Casas, Zied Ben-Houidi, Alexis Huet, Michael Seufert, Nikolas Wehner, Joshua Schüler, Shengming Cai, Hao Shi, Jinchun Xu, Tobias Hoßfeld, Dario Rossi
Are you on Mobile or Desktop? On the Impact of End-User Device on Web QoE Inference from Encrypted Traffic. CNSM (2020)
Michael Seufert, Pedro Casas, Nikolas Wehner, Li Gang, Kuang Li
Features that Matter: Feature Selection for On-line Stalling Prediction in Encrypted Video Streaming. INFOCOM Workshops (2019)
Michael Seufert, Nikolas Wehner, Pedro Casas
A Fair Share for All: TCP-Inspired Adaptation Logic for QoE Fairness Among Heterogeneous HTTP Adaptive Video Streaming Clients. IEEE Trans. Netw. Serv. Manag. 16 (2) (2019)
Sarah Wassermann, Michael Seufert, Pedro Casas, Li Gang, Kuang Li
I See What you See: Real Time Prediction of Video Quality from Encrypted Streaming Traffic. Internet-QoE@MOBICOM (2019)
Michael Seufert
Fundamental Advantages of Considering Quality of Experience Distributions over Mean Opinion Scores. QoMEX (2019)
Huyen T. T. Tran, Nam Pham Ngoc, Tobias Hoßfeld, Michael Seufert, Truong Cong Thang
Cumulative Quality Modeling for HTTP Adaptive Streaming. CoRR (2019)
Michael Seufert, Raimund Schatz, Nikolas Wehner, Pedro Casas
QUICker or not? -an Empirical Analysis of QUIC vs TCP for Video Streaming QoE Provisioning. ICIN (2019)
Lorenzo Maggi, Jérémie Leguay, Michael Seufert, Pedro Casas
Online Detection of Stalling and Scrubbing in Adaptive Video Streaming. WiOpt (2019)
Michael Seufert, Sarah Wassermann, Pedro Casas
Considering User Behavior in the Quality of Experience Cycle: Towards Proactive QoE-Aware Traffic Management. IEEE Commun. Lett. 23 (7) (2019)
Sarah Wassermann, Michael Seufert, Pedro Casas, Li Gang, Kuang Li
Let me Decrypt your Beauty: Real-time Prediction of Video Resolution and Bitrate for Encrypted Video Streaming. TMA (2019)
Michael Seufert, Raimund Schatz, Nikolas Wehner, Bruno Gardlo, Pedro Casas
Is QUIC becoming the New TCP? On the Potential Impact of a New Protocol on Networked Multimedia QoE. QoMEX (2019)
Sarah Wassermann, Pedro Casas, Michael Seufert, Florian Wamser
On the Analysis of YouTube QoE in Cellular Networks through in-Smartphone Measurements. WMNC (2019)
Michael Seufert, Pedro Casas, Nikolas Wehner, Li Gang, Kuang Li
Stream-based Machine Learning for Real-time QoE Analysis of Encrypted Video Streaming Traffic. ICIN (2019)
Florian Wamser, Nikolas Wehner, Michael Seufert, Pedro Casas, Phuoc Tran-Gia
You Tube QoE Monitoring with YoMoApp: A Web-Based Data Interface for Researchers. TMA (2018)
Michael Seufert, Anika Schwind, Marco Waigand, Tobias Hoßfeld
Potential Traffic Savings by Leveraging Proximity of Communication Groups in Mobile Messaging. CNSM (2018)
Michael Seufert, Nikolas Wehner, Pedro Casas, Florian Wamser
A Fair Share for All: Novel Adaptation Logic for QoE Fairness of HTTP Adaptive Video Streaming. CNSM (2018)
Michael Seufert, Phuoc Tran-Gia
Quality of experience and access network traffic management of HTTP adaptive video streaming. NOMS (2018)
Pedro Casas, Michael Seufert, Nikolas Wehner, Anika Schwind, Florian Wamser
Enhancing Machine Learning Based QoE Prediction by Ensemble Models. ICDCS (2018)
Theodoros Karagkioules, Dimitrios Tsilimantos, Stefan Valentin, Florian Wamser, Bernd Zeidler, Michael Seufert, Frank Loh, Phuoc Tran-Gia
A Public Dataset for YouTube's Mobile Streaming Client. TMA (2018)
Nikolas Wehner, Sarah Wassermann, Pedro Casas, Michael Seufert, Florian Wamser
Beauty is in the Eye of the Smartphone Holder A Data Driven Analysis of YouTube Mobile QoE. CNSM (2018)
Michael Seufert, Bernd Zeidler, Florian Wamser, Theodoros Karagkioules, Dimitrios Tsilimantos, Frank Loh, Phuoc Tran-Gia, Stefan Valentin
A Wrapper for Automatic Measurements with YouTube's Native Android App. TMA (2018)
Michael Seufert, Nikolas Wehner, Pedro Casas
App for Dynamic Crowdsourced QoE Studies of HTTP Adaptive Streaming on Mobile Devices. TMA (2018)
Anika Schwind, Michael Seufert
WhatsAnalyzer: A Tool for Collecting and Analyzing WhatsApp Mobile Messaging Communication Data. ITC (1) (2018)
Ondrej Zach, Martin Slanina, Michael Seufert
Investigating the Impact of Advertisement Banners and Clips on Video QoE. ICDCS (2018)
Frank Loh, Theodoros Karagkioules, Michael Seufert, Bernd Zeidler, Dimitrios Tsilimantos, Phuoc Tran-Gia, Stefan Valentin, Florian Wamser
Demo: A wrapper for automated measurements with YouTube's native app. NOMS (2018)
Matthias Hirth, Stanislav Lange, Michael Seufert, Phuoc Tran-Gia
Performance Evaluation of Mobile Crowdsensing for Event Detection. PerCom Workshops (2018)
Michael Seufert, Nikolas Wehner, Pedro Casas
Studying the Impact of HAS QoE Factors on the Standardized QoE Model P.1203. ICDCS (2018)
Anika Schwind, Florian Wamser, Thomas Gensler, Phuoc Tran-Gia, Michael Seufert, Pedro Casas
Streaming Characteristics of Spotify Sessions. QoMEX (2018)
Lam Dinh-Xuan, Michael Seufert, Florian Wamser, Phuoc Tran-Gia, Constantinos Vassilakis, Anastasios Zafeiropoulos
Performance Evaluation of Service Functions Chain Placement Algorithms in Edge Cloud. ITC (1) (2018)
Valentin Burger, Michael Seufert, Thomas Zinner, Phuoc Tran-Gia
An approximation of the backhaul bandwidth aggregation potential using a partial sharing scheme. IM (2017)
Christopher Metter, Michael Seufert, Florian Wamser, Thomas Zinner, Phuoc Tran-Gia
Analytical Model for SDN Signaling Traffic and Flow Table Occupancy and Its Application for Various Types of Traffic. IEEE Trans. Netw. Serv. Manag. 14 (3) (2017)
Michael Seufert, Ondrej Zach, Martin Slanina, Phuoc Tran-Gia
Unperturbed video streaming QoE under web page related context factors. QoMEX (2017)
Michael Seufert, Christian Moldovan, Valentin Burger, Tobias Hoßfeld
Applicability and limitations of a simple WiFi hotspot model for cities. CNSM (2017)
Florian Wamser, Steffen Höfner, Michael Seufert, Phuoc Tran-Gia
Server and Content Selection for MPEG DASH Video Streaming with Client Information. Internet-QoE@SIGCOMM (2017)
Anh Nguyen-Ngoc, Stanislav Lange, Thomas Zinner, Michael Seufert, Phuoc Tran-Gia, Nieke Aerts, David Hock
Performance evaluation of selective flow monitoring in the ONOS controller. CNSM (2017)
Michael Seufert, Stanislav Lange, Markus Meixner
Automated Decision Making Based on Pareto Frontiers in the Context of Service Placement in Networks. ITC (2017)
Michael Seufert, Nikolas Wehner, Florian Wamser, Pedro Casas, Alessandro D'Alconzo, Phuoc Tran-Gia
Unsupervised QoE field study for mobile YouTube video streaming with YoMoApp. QoMEX (2017)
Florian Wamser, Frank Loh, Michael Seufert, Phuoc Tran-Gia, Roberto Bruschi, Paolo Lago
Dynamic cloud service placement for live video streaming with a remote-controlled drone. IM (2017)
Lam Dinh-Xuan, Michael Seufert, Florian Wamser, Phuoc Tran-Gia
Study on the accuracy of QoE monitoring for HTTP adaptive video streaming using VNF. IM (2017)
Michael Seufert, Brice Kamneng Kwam, Florian Wamser, Phuoc Tran-Gia
Edgenetworkcloudsim: Placement of service chains in edge clouds using networkcloudsim. NetSoft (2017)
Pedro Casas, Alessandro D'Alconzo, Florian Wamser, Michael Seufert, Bruno Gardlo, Anika Schwind, Phuoc Tran-Gia, Raimund Schatz
Predicting QoE in cellular networks using machine learning and in-smartphone measurements. QoMEX (2017)
Anika Schwind, Michael Seufert, Ozgu Alay, Pedro Casas, Phuoc Tran-Gia, Florian Wamser
Concept and implementation of video QoE measurements in a mobile broadband testbed. TMA (2017)
Thomas Zinner, Stefan Geissler, Stanislav Lange, Steffen Gebert, Michael Seufert, Phuoc Tran-Gia
A discrete-time model for optimizing the processing time of virtualized network functions. Comput. Networks 125 (2017)
Michael Seufert, Tobias Griepentrog, Valentin Burger, Tobias Hoßfeld
A Simple WiFi Hotspot Model for Cities. IEEE Commun. Lett. 20 (2) (2016)
Florian Wamser, Michael Seufert, Steffen Höfner, Phuoc Tran-Gia
Concept for Client-initiated Selection of Cloud Instances for Improving QoE of Distributed Cloud Services. Internet-QoE@SIGCOMM (2016)
Valentin Burger, Jane Frances Pajo, Odnan Ref Sanchez, Michael Seufert, Christian Schwartz, Florian Wamser, Franco Davoli, Phuoc Tran-Gia
Load dynamics of a multiplayer online battle arena and simulative assessment of edge server placements. MMSys (2016)
Michael Seufert, Tobias Hoßfeld, Anika Schwind, Valentin Burger, Phuoc Tran-Gia
Group-based communication in WhatsApp. Networking (2016)
Michael Seufert, Valentin Burger, Karl Lorey, Alexander Seith, Frank Loh, Phuoc Tran-Gia
Assessment of subjective influence and trust with an online social network game. Comput. Hum. Behav. 64 (2016)
Michael Seufert, Valentin Burger, Fabian Kaup
Evaluating the Impact of WiFi Offloading on Mobile Users of HTTP Adaptive Video Streaming. GLOBECOM Workshops (2016)
Samira Tavakoli, Sebastian Egger, Michael Seufert, Raimund Schatz, Kjell Brunnström, Narciso García
Perceptual Quality of HTTP Adaptive Streaming Strategies: Cross-Experimental Analysis of Multi-Laboratory and Crowdsourced Subjective Studies. IEEE J. Sel. Areas Commun. 34 (8) (2016)
Michael Seufert, Ondrej Zach, Tobias Hoßfeld, Martin Slanina, Phuoc Tran-Gia
Impact of test condition selection in adaptive crowdsourcing studies on subjective quality. QoMEX (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Michael Seufert