Michael Seufert
Orcid: 0000-0002-5036-5206
According to our database1,
Michael Seufert
authored at least 139 papers
between 2011 and 2024.
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Bibliography
2024
Improving the Transfer of Machine Learning-Based Video QoE Estimation Across Diverse Networks.
IEEE Trans. Netw. Serv. Manag., June, 2024
IEEE Trans. Netw. Serv. Manag., June, 2024
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., February, 2024
The Missing Link in Network Intrusion Detection: Taking AI/ML Research Efforts to Users.
IEEE Access, 2024
IEEE Access, 2024
Proceedings of the 8th Network Traffic Measurement and Analysis Conference, 2024
QoEXplainer: Mediating Explainable Quality of Experience Models with Large Language Models.
Proceedings of the 16th International Conference on Quality of Multimedia Experience, 2024
Sitting, Chatting, Waiting: Influence of Loading Times on Mobile Instant Messaging QoE.
Proceedings of the 16th International Conference on Quality of Multimedia Experience, 2024
(Not) The Sum of Its Parts: Relating Individual Video and Browsing Stimuli to Web Session QoE.
Proceedings of the 16th International Conference on Quality of Multimedia Experience, 2024
2023
Do you agree? Contrasting Google's Core Web Vitals and the impact of cookie consent banners with actual web QoE.
Qual. User Exp., 2023
Share and Multiply: Modeling Communication and Generated Traffic in Private WhatsApp Groups.
IEEE Access, 2023
Proceedings of the 15th International Conference on Quality of Multimedia Experience, 2023
Proceedings of the 15th International Conference on Quality of Multimedia Experience, 2023
Moving Down the Stack: Performance Evaluation of Packet Processing Technologies for Stateful Firewalls.
Proceedings of the NOMS 2023, 2023
2022
Browser Fingerprinting: How to Protect Machine Learning Models and Data with Differential Privacy?
Electron. Commun. Eur. Assoc. Softw. Sci. Technol., 2022
Systematic Analysis of Experiment Precision Measures and Methods for Experiments Comparison.
CoRR, 2022
IEEE Commun. Surv. Tutorials, 2022
X-Ray Goggles for the ISP: Improving in-Network Web and App QoE Monitoring with Deep Learning.
Proceedings of the 6th Network Traffic Measurement and Analysis Conference, 2022
Proceedings of the 14th International Conference on Quality of Multimedia Experience, 2022
Waiting along the Path: How Browsing Delays Impact the QoE of Music Streaming Applications.
Proceedings of the 14th International Conference on Quality of Multimedia Experience, 2022
Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022
ML-based Performance Prediction of SDN using Simulated Data from Real and Synthetic Networks.
Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022
DeepCrypt - Deep Learning for QoE Monitoring and Fingerprinting of User Actions in Adaptive Video Streaming.
Proceedings of the 8th IEEE International Conference on Network Softwarization, 2022
Proceedings of the IEEE International Symposium on Measurements & Networking, 2022
Comparing Traditional and GAN-based Approaches for the Synthesis of Wide Area Network Topologies.
Proceedings of the 18th International Conference on Network and Service Management, 2022
Fingerprinting Web Pages and Smartphone Apps from Encrypted Network Traffic with WebScanner.
Proceedings of the 11th IEEE International Conference on Cloud Networking, 2022
2021
ACM Trans. Multim. Comput. Commun. Appl., 2021
Delivering User Experience over Networks: Towards a Quality of Experience Centered Design Cycle for Improved Design of Networked Applications.
SN Comput. Sci., 2021
Improving Web QoE Monitoring for Encrypted Network Traffic through Time Series Modeling.
SIGMETRICS Perform. Evaluation Rev., 2021
Performance Evaluation of Hybrid Crowdsensing and Fixed Sensor Systems for Event Detection in Urban Environments.
Sensors, 2021
Qual. User Exp., 2021
Proceedings of the 13th International Conference on Quality of Multimedia Experience, 2021
Mobile Web and App QoE Monitoring for ISPs - from Encrypted Traffic to Speed Index through Machine Learning.
Proceedings of the 13th IFIP Wireless and Mobile Networking Conference, 2021
Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021
Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021
High Performance Network Metadata Extraction Using P4 for ML-based Intrusion Detection Systems.
Proceedings of the 22nd IEEE International Conference on High Performance Switching and Routing, 2021
Proceedings of the 16th International Conference on Telecommunications, 2021
Proceedings of the 17th International Conference on Network and Service Management, 2021
Machine-Learning Based Prediction of Next HTTP Request Arrival Time in Adaptive Video Streaming.
Proceedings of the 17th International Conference on Network and Service Management, 2021
2020
ViCrypt to the Rescue: Real-Time, Machine-Learning-Driven Video-QoE Monitoring for Encrypted Streaming Traffic.
IEEE Trans. Netw. Serv. Manag., 2020
White Paper on Crowdsourced Network and QoE Measurements - Definitions, Use Cases and Challenges.
CoRR, 2020
How good is your mobile (web) surfing?: speed index inference from encrypted traffic.
Proceedings of the SIGCOMM '20: ACM SIGCOMM 2020 Conference, 2020
Studying the Impact of the Content Selection Method on the Video QoE on Mobile Devices.
Proceedings of the Twelfth International Conference on Quality of Multimedia Experience, 2020
Different Points of View: Impact of 3D Point Cloud Reduction on QoE of Rendered Images.
Proceedings of the Twelfth International Conference on Quality of Multimedia Experience, 2020
Proceedings of the Twelfth International Conference on Quality of Multimedia Experience, 2020
Scoring High: Analysis and Prediction of Viewer Behavior and Engagement in the Context of 2018 FIFA WC Live Streaming.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
Are you on Mobile or Desktop? On the Impact of End-User Device on Web QoE Inference from Encrypted Traffic.
Proceedings of the 16th International Conference on Network and Service Management, 2020
Proceedings of the 16th International Conference on Network and Service Management, 2020
2019
A Fair Share for All: TCP-Inspired Adaptation Logic for QoE Fairness Among Heterogeneous HTTP Adaptive Video Streaming Clients.
IEEE Trans. Netw. Serv. Manag., 2019
Considering User Behavior in the Quality of Experience Cycle: Towards Proactive QoE-Aware Traffic Management.
IEEE Commun. Lett., 2019
Proceedings of the International Symposium on Modeling and Optimization in Mobile, 2019
Let me Decrypt your Beauty: Real-time Prediction of Video Resolution and Bitrate for Encrypted Video Streaming.
Proceedings of the Network Traffic Measurement and Analysis Conference, 2019
Is QUIC becoming the New TCP? On the Potential Impact of a New Protocol on Networked Multimedia QoE.
Proceedings of the 11th International Conference on Quality of Multimedia Experience QoMEX 2019, 2019
Fundamental Advantages of Considering Quality of Experience Distributions over Mean Opinion Scores.
Proceedings of the 11th International Conference on Quality of Multimedia Experience QoMEX 2019, 2019
On the Analysis of YouTube QoE in Cellular Networks through in-Smartphone Measurements.
Proceedings of the 12th IFIP Wireless and Mobile Networking Conference, 2019
I See What you See: Real Time Prediction of Video Quality from Encrypted Streaming Traffic.
Proceedings of the 4th Internet-QoE Workshop on QoE-based Analysis and Management of Data Communication Networks, 2019
Features that Matter: Feature Selection for On-line Stalling Prediction in Encrypted Video Streaming.
Proceedings of the IEEE INFOCOM 2019, 2019
QUICker or not? -an Empirical Analysis of QUIC vs TCP for Video Streaming QoE Provisioning.
Proceedings of the 22nd Conference on Innovation in Clouds, 2019
Stream-based Machine Learning for Real-time QoE Analysis of Encrypted Video Streaming Traffic.
Proceedings of the 22nd Conference on Innovation in Clouds, 2019
2018
Proceedings of the Network Traffic Measurement and Analysis Conference, 2018
Proceedings of the Network Traffic Measurement and Analysis Conference, 2018
App for Dynamic Crowdsourced QoE Studies of HTTP Adaptive Streaming on Mobile Devices.
Proceedings of the Network Traffic Measurement and Analysis Conference, 2018
Proceedings of the Network Traffic Measurement and Analysis Conference, 2018
WhatsAnalyzer: A Tool for Collecting and Analyzing WhatsApp Mobile Messaging Communication Data.
Proceedings of the 30th International Teletraffic Congress, 2018
Performance Evaluation of Service Functions Chain Placement Algorithms in Edge Cloud.
Proceedings of the 30th International Teletraffic Congress, 2018
Proceedings of the Tenth International Conference on Quality of Multimedia Experience, 2018
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018
Quality of experience and access network traffic management of HTTP adaptive video streaming.
Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018
Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018
Beauty is in the Eye of the Smartphone Holder A Data Driven Analysis of YouTube Mobile QoE.
Proceedings of the 14th International Conference on Network and Service Management, 2018
A Fair Share for All: Novel Adaptation Logic for QoE Fairness of HTTP Adaptive Video Streaming.
Proceedings of the 14th International Conference on Network and Service Management, 2018
Potential Traffic Savings by Leveraging Proximity of Communication Groups in Mobile Messaging.
Proceedings of the 14th International Conference on Network and Service Management, 2018
2017
Quality of Experience and Access Network Traffic Management of HTTP Adaptive Video Streaming.
PhD thesis, 2017
Analytical Model for SDN Signaling Traffic and Flow Table Occupancy and Its Application for Various Types of Traffic.
IEEE Trans. Netw. Serv. Manag., 2017
A discrete-time model for optimizing the processing time of virtualized network functions.
Comput. Networks, 2017
Proceedings of the Network Traffic Measurement and Analysis Conference, 2017
Automated Decision Making Based on Pareto Frontiers in the Context of Service Placement in Networks.
Proceedings of the 29th International Teletraffic Congress, 2017
Proceedings of the 2017 Workshop on QoE-based Analysis and Management of Data Communication Networks, 2017
Proceedings of the Ninth International Conference on Quality of Multimedia Experience, 2017
Proceedings of the Ninth International Conference on Quality of Multimedia Experience, 2017
Predicting QoE in cellular networks using machine learning and in-smartphone measurements.
Proceedings of the Ninth International Conference on Quality of Multimedia Experience, 2017
Edgenetworkcloudsim: Placement of service chains in edge clouds using networkcloudsim.
Proceedings of the 2017 IEEE Conference on Network Softwarization, 2017
Dynamic cloud service placement for live video streaming with a remote-controlled drone.
Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017
Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017
An approximation of the backhaul bandwidth aggregation potential using a partial sharing scheme.
Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017
Proceedings of the 13th International Conference on Network and Service Management, 2017
Proceedings of the 13th International Conference on Network and Service Management, 2017
2016
Next to You: Monitoring Quality of Experience in Cellular Networks From the End-Devices.
IEEE Trans. Netw. Serv. Manag., 2016
Performance evaluation of backhaul bandwidth aggregation using a partial sharing scheme.
Phys. Commun., 2016
Perceptual Quality of HTTP Adaptive Streaming Strategies: Cross-Experimental Analysis of Multi-Laboratory and Crowdsourced Subjective Studies.
IEEE J. Sel. Areas Commun., 2016
More than topology: Joint topology and attribute sampling and generation of social network graphs.
Comput. Commun., 2016
Comput. Networks, 2016
Comput. Hum. Behav., 2016
Automated Decision Making Methods for the Multi-objective Optimization Task of Cloud Service Placement.
Proceedings of the First International Workshop on Programmability for Cloud Networks and Applications, 2016
Concept for Client-initiated Selection of Cloud Instances for Improving QoE of Distributed Cloud Services.
Proceedings of the 2016 workshop on QoE-based Analysis and Management of Data Communication Networks, 2016
Impact of test condition selection in adaptive crowdsourcing studies on subjective quality.
Proceedings of the Eighth International Conference on Quality of Multimedia Experience, 2016
Proceedings of the 2016 IFIP Networking Conference, 2016
Load dynamics of a multiplayer online battle arena and simulative assessment of edge server placements.
Proceedings of the 7th International Conference on Multimedia Systems, 2016
Evaluating the Impact of WiFi Offloading on Mobile Users of HTTP Adaptive Video Streaming.
Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016
Proceedings of the 12th International Conference on Network and Service Management, 2016
2015
Int. J. Netw. Manag., 2015
IEEE Commun. Surv. Tutorials, 2015
Identifying QoE optimal adaptation of HTTP adaptive streaming based on subjective studies.
Comput. Networks, 2015
Exploring QoE in Cellular Networks: How Much Bandwidth do you Need for Popular Smartphone Apps?
Proceedings of the 5th Workshop on All Things Cellular: Operations, 2015
Proceedings of the Mobile Networks and Management - 7th International Conference, 2015
Proceedings of the Mobile Networks and Management - 7th International Conference, 2015
Poster: Understanding YouTube QoE in Cellular Networks with YoMoApp: A QoE Monitoring Tool for YouTube Mobile.
Proceedings of the 21st Annual International Conference on Mobile Computing and Networking, 2015
Proceedings of the 2015 Workshop on Wireless of the Students, 2015
Proceedings of the 40th IEEE Conference on Local Computer Networks, 2015
YouTube QoE on mobile devices: Subjective analysis of classical vs. adaptive video streaming.
Proceedings of the International Wireless Communications and Mobile Computing Conference, 2015
Proceedings of the IEEE International Conference on Communication, 2015
YoMoApp: A tool for analyzing QoE of YouTube HTTP adaptive streaming in mobile networks.
Proceedings of the 2015 European Conference on Networks and Communications, 2015
Proceedings of the 11th International Conference on Network and Service Management, 2015
Taming QoE in cellular networks: From subjective lab studies to measurements in the field.
Proceedings of the 11th International Conference on Network and Service Management, 2015
Trade-Off between QoE and Operational Cost in Edge Resource Supported Video Streaming.
Proceedings of the 10th International Conference on P2P, 2015
2014
Assessing effect sizes of influence factors towards a QoE model for HTTP adaptive streaming.
Proceedings of the Sixth International Workshop on Quality of Multimedia Experience, 2014
Socially-Aware Management of New Overlay Applications Traffic - The Optimization Potentials of the SmartenIT Approach.
Proceedings of the Mobile Networks and Management - 6th International Conference, 2014
An Overview of Application Traffic Management Approaches: Challenges and Potential Extensions.
Proceedings of the Eighth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, 2014
Crowdsourcing 2.0: Enhancing execution speed and reliability of web-based QoE testing.
Proceedings of the IEEE International Conference on Communications, 2014
Proceedings of the 2014 Workshop on Design, 2014
Proceedings of the Socioinformatics, 2014
2013
SIGMETRICS Perform. Evaluation Rev., 2013
Prax. Inf.verarb. Kommun., 2013
Using buffered playtime for QoE-oriented resource management of YouTube video streaming.
Trans. Emerg. Telecommun. Technol., 2013
Gamification Framework for Personalized Surveys on Relationships in Online Social Networks.
Proceedings of the IEEE/ACM 6th International Conference on Utility and Cloud Computing, 2013
"To pool or not to pool": A comparison of temporal pooling methods for HTTP adaptive video streaming.
Proceedings of the Fourth International Workshop on Quality of Multimedia Experience, 2013
Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 2013
Proceedings of the 43. Jahrestagung der Gesellschaft für Informatik, 2013
Proceedings of the 43. Jahrestagung der Gesellschaft für Informatik, 2013
Proceedings of the 9th International Conference on Network and Service Management, 2013
2011
Proceedings of the 2011 IEEE International Symposium on Multimedia, 2011