Publikationen

2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011

2023

2023. 2nd Workshop on Machine Learning & Netwoking (MaLeNe), co-located with the 5th International Conference on Networked Systems (NetSys 2023), Potsdam, Berlin, September 4, 2023: proceedings.
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Katharina Dietz, Nikolas Wehner, Pedro Casas, Tobias Hoßfeld and Michael Seufert. 2023. Demystifying user-based active learning for network monitoring tasks.
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Nikolas Wehner, Michael Seufert, Raimund Schatz and Tobias Hoßfeld. 2023. Do you agree? Contrasting Google's core web vitals and the impact of cookie consent banners with actual web QoE. DOI: 10.1007/s41233-023-00058-3
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Lucjan Janowski, Jakub Nawała, Tobias Hoßfeld and Michael Seufert. 2023. Experiment precision measures and methods for experiment comparisons. DOI: 10.1109/qomex58391.2023.10178599
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Nikolas Wehner, Anika Seufert, Tobias Hoßfeld and Michael Seufert. 2023. Explainable data-driven QoE modelling with XAI. DOI: 10.1109/qomex58391.2023.10178499
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Michael Seufert and Irena Orsolic. in press. Improving the transfer of machine learning-based video QoE estimation across diverse networks. DOI: 10.1109/tnsm.2023.3326664
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Katharina Dietz, Nicholas Gray, Manuel Wolz, Claas Lorenz, Tobias Hoßfeld and Michael Seufert. 2023. Moving down the stack: performance evaluation of packet processing technologies for stateful firewalls. DOI: 10.1109/noms56928.2023.10154224
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Anika Seufert, Fabian Poignée, Michael Seufert and Tobias Hoßfeld. 2023. Share and multiply: modeling communication and generated traffic in private WhatsApp groups. DOI: 10.1109/access.2023.3254913
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Katharina Dietz, Michael Seufert and Tobias Hoßfeld. in press. Want more WANs? Comparison of traditional and GAN-based generation of wide area network topologies via graph and performance metrics. DOI: 10.1109/tnsm.2023.3298205
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2022

Nikolas Wehner, Monisha Amir, Michael Seufert, Raimund Schatz and Tobias Hoßfeld. 2022. A vital improvement? Relating Google's core web vitals to actual web QoE. DOI: 10.1109/qomex55416.2022.9900881
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Florian Metzger, Stefan Geisler, Alexej Grigorjew, Frank Loh, Christian Moldovan, Michael Seufert and Tobias Hosfeld. 2022. An introduction to online video game QoS and QoE influencing factors. DOI: 10.1109/comst.2022.3177251
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Katharina Dietz, Michael Seufert and Tobias Hoßfeld. 2022. Comparing traditional and GAN-based approaches for the synthesis of Wide Area Network topologies. DOI: 10.23919/cnsm55787.2022.9964866
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Pedro Casas, Michael Seufert, Sarah Wassermann, Bruno Gardlo, Nikolas Wehner and Raimund Schatz. 2022. DeepCrypt - deep learning for QoE monitoring and fingerprinting of user actions in adaptive video streaming. DOI: 10.1109/netsoft54395.2022.9844113
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Pedro Casas, Nikolas Wehner, Sarah Wassermann and Michael Seufert. 2022. Fingerprinting web pages and smartphone apps from encrypted network traffic with WebScanner. DOI: 10.1109/cloudnet55617.2022.9978877
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Katharina Dietz, Nicholas Gray, Michael Seufert and Tobias Hoßfeld. 2022. ML-based performance prediction of SDN using simulated data from real and synthetic networks. DOI: 10.1109/noms54207.2022.9789916
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Pedro Casas, Sarah Wassermann, Nikolas Wehner, Michael Seufert and Tobias Hoßfeld. 2022. Not all web pages are born the same content tailored learning for web QoE inference. DOI: 10.1109/mn55117.2022.9887781
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Nikolas Wehner, Markus Ring, Joshua Schuler, Andreas Hotho, Tobias Hoßfeld and Michael Seufert. 2022. On learning hierarchical embeddings from encrypted network traffic. DOI: 10.1109/noms54207.2022.9789896
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Anika Seufert, Fabian Poignée, Tobias Hoßfeld and Michael Seufert. 2022. Pandemic in the digital age: analyzing WhatsApp communication behavior before, during, and after the COVID-19 lockdown. DOI: 10.1057/s41599-022-01161-0
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Anika Seufert, Ralf Schweifler, Fabian Poignee, Michael Seufert and Tobias Hoßfeld. 2022. Waiting along the path: how browsing delays impact the QoE of music streaming applications. DOI: 10.1109/qomex55416.2022.9900883
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Pedro Casas, Sarah Wassermann, Michael Seufert, Nikolas Wehner, Olivia Dinica and Tobias Hoßfeld. 2022. X-ray goggles for the ISP: improving in-network web and app QoE monitoring with deep learning.
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2021

Katharina Dietz, Michael Mühlhauser, Michael Seufert, Nicholas Gray, Tobias Hoßfeld and Dominik Herrmann. 2021. Browser fingerprinting: how to protect machine learning models and data with differential privacy?. DOI: 10.14279/tuj.eceasst.80.1179
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Huyen T. T. Tran, Nam Pham Ngoc, Tobias Hoßfeld, Michael Seufert and Truong Cong Thang. 2021. Cumulative quality modeling for HTTP adaptive streaming. DOI: 10.1145/3423421
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Anika Seufert, Svenja Schröder and Michael Seufert. 2021. Delivering user experience over networks: towards a quality of experience centered design cycle for improved design of networked applications. DOI: 10.1007/s42979-021-00851-x
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Nicholas Gray, Katharina Dietz, Michael Seufert and Tobias Hoßfeld. 2021. High performance network metadata extraction using P4 for ML-based intrusion detection systems. DOI: 10.1109/hpsr52026.2021.9481849
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Nikolas Wehner, Michael Seufert, Joshua Schuler, Pedro Casas and Tobias Hoßfeld. 2021. How are your apps doing? QoE inference and analysis in mobile devices. DOI: 10.23919/cnsm52442.2021.9615549
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Nikolas Wehner, Michael Seufert, Joshua Schuler, Sarah Wassermann, Pedro Casas and Tobias Hoßfeld. 2021. Improving web QoE monitoring for encrypted network traffic through time series modeling. DOI: 10.1145/3466826.3466840
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Alexej Grigorjew, Michael Seufert, Nikolas Wehner, Jan Hofmann and Tobias Hoßfeld. 2021. ML-assisted latency assignments in time-sensitive networking.
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Andrea Pimpinella, Alessandro E. C. Redondi, Frank Loh and Michael Seufert. 2021. Machine-learning based prediction of next HTTP request arrival time in adaptive video streaming. DOI: 10.23919/cnsm52442.2021.9615552
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Pedro Casas, Sarah Wassermann, Nikolas Wehner, Michael Seufert, Joshua Schuler and Tobias Hoßfeld. 2021. Mobile web and app QoE monitoring for ISPs - from encrypted traffic to speed index through machine learning. DOI: 10.23919/wmnc53478.2021.9619058
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Tobias Hoßfeld, Michael Seufert and Babak Naderi. 2021. On inter-rater reliability for crowdsourced QoE. DOI: 10.1109/qomex51781.2021.9465382
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Irena Orsolic and Michael Seufert. 2021. On machine learning based video QoE estimation across different networks. DOI: 10.23919/contel52528.2021.9495971
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Matthias Hirth, Michael Seufert, Stanislav Lange, Markus Meixner and Phuoc Tran-Gia. 2021. Performance evaluation of hybrid crowdsensing and fixed sensor systems for event detection in urban environments. DOI: 10.3390/s21175880
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Nikolas Wehner, Michael Seufert, Viktoria Wiesner, Pedro Casas and Germán Capdehourat. 2021. Quality that matters: QoE monitoring in education service provider (ESP) networks.
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Michael Seufert. 2021. Statistical methods and models based on quality of experience distributions. DOI: 10.1007/s41233-020-00044-z
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2020

Sarah Wassermann, Pedro Casas, Zied Ben Houidi, Alexis Huet, Michael Seufert, Nikolas Wehner, Joshua Schuler, Shengming Cai, Hao Shi, Jinchun Xu, Tobias Hoßfeld and Dario Rossi. 2020. Are you on mobile or desktop? On the impact of end-user device on web QoE inference from encrypted traffic. DOI: 10.23919/cnsm50824.2020.9269095
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Michael Seufert, Julian Kargl, Johannes Schauer, Andreas Nuchter and Tobias Hoßfeld. 2020. Different points of view: impact of 3D point cloud reduction on QoE of rendered images. DOI: 10.1109/qomex48832.2020.9123143
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S. Wassermann, P. Casas, Michael Seufert, N. Wehner, J. Schüler and Tobias Hoßfeld. 2020. How good is your mobile (web) surfing? Speed index inference from encrypted traffic [Poster]. DOI: 10.1145/3405837.3411382
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Michael Seufert, Nikolas Wehner, Viktoria Wieser, Pedro Casas and Germán Capdehourat. 2020. Mind the (QoE) gap: on the incompatibility of web and video QoE models in the wild. DOI: 10.23919/cnsm50824.2020.9269041
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Christian Moldovan, Frank Loh, Michael Seufert and Tobias Hoßfeld. 2020. Optimizing HAS for 360-degree videos. DOI: 10.1109/noms47738.2020.9110464
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Kathrin Borchert, Michael Seufert, Kathrin Hildebrand and Tobias Hoßfeld. 2020. QoE assessment of enterprise applications based on self-motivated ratings. DOI: 10.1109/qomex48832.2020.9123149
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Nikolas Wehner, Michael Seufert, Sebastian Egger-Lampl, Bruno Gardlo, Pedro Casas and Raimund Schatz. 2020. Scoring high: analysis and prediction of viewer behavior and engagement in the context of 2018 FIFA WC live streaming. DOI: 10.1145/3394171.3414016
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Nikolas Wehner, Nils Mertinat, Michael Seufert and Tobias Hoßfeld. 2020. Studying the impact of the content selection method on the video QoE on mobile devices. DOI: 10.1109/qomex48832.2020.9123088
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Sarah Wassermann, Michael Seufert, Pedro Casas, Li Gang and Kuang Li. 2020. ViCrypt to the rescue: real-time, machine-learning-driven video-QoE monitoring for encrypted streaming traffic. DOI: 10.1109/tnsm.2020.3036497
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2020. White paper on crowdsourced network and QoE measurements – definitions, use cases and challenges. DOI: 10.25972/OPUS-20232
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2019

Michael Seufert, Nikolas Wehner and Pedro Casas. 2019. A fair share for all: TCP-inspired adaptation logic for QoE fairness among heterogeneous HTTP adaptive video streaming clients. DOI: 10.1109/tnsm.2019.2910380
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Michael Seufert, Sarah Wassermann and Pedro Casas. 2019. Considering user behavior in the quality of experience cycle: towards proactive QoE-aware traffic management. DOI: 10.1109/lcomm.2019.2914038
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Michael Seufert, Pedro Casas, Nikolas Wehner, Li Gang and Kuang Li. 2019. Features that matter: feature selection for on-line stalling prediction in encrypted video streaming. DOI: 10.1109/infcomw.2019.8845109
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Michael Seufert. 2019. Fundamental advantages of considering quality of experience distributions over mean opinion scores. DOI: 10.1109/qomex.2019.8743296
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Sarah Wassermann, Michael Seufert, Pedro Casas, Li Gang and Kuang Li. 2019. I see what you see: real time prediction of video quality from encrypted streaming traffic. DOI: 10.1145/3349611.3355549
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Michael Seufert, Raimund Schatz, Nikolas Wehner, Bruno Gardlo and Pedro Casas. 2019. Is QUIC becoming the new TCP? On the potential impact of a new protocol on networked multimedia QoE. DOI: 10.1109/qomex.2019.8743223
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Sarah Wassermann, Michael Seufert, Pedro Casas, Li Gang and Kuang Li. 2019. Let me decrypt your beauty: real-time prediction of video resolution and bitrate for encrypted video streaming. DOI: 10.23919/tma.2019.8784589
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Sarah Wassermann, Pedro Casas, Michael Seufert and Florian Wamser. 2019. On the analysis of youTube QoE in cellular networks through in-smartphone measurements. DOI: 10.23919/wmnc.2019.8881828
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Lorenzo Maggi, Jeremie Leguay, Michael Seufert and Pedro Casas. 2019. Online detection of stalling and scrubbing in adaptive video streaming. DOI: 10.23919/wiopt47501.2019.9144108
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Michael Seufert, Raimund Schatz, Nikolas Wehner and Pedro Casas. 2019. QUICker or not? - An empirical analysis of QUIC vs TCP for video streaming QoE provisioning. DOI: 10.1109/icin.2019.8685913
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Michael Seufert, Pedro Casas, Nikolas Wehner, Li Gang and Kuang Li. 2019. Stream-based machine learning for real-time QoE analysis of encrypted video streaming traffic. DOI: 10.1109/icin.2019.8685901
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Sarah Wassermann, Michael Seufert, Pedro Casas, Li Gang and Kuang Li. 2019. ViCrypt: real-time, fine-grained prediction of video quality from encrypted streaming traffic [Poster].
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2018

Michael Seufert, Nikolas Wehner, Pedro Casas and Florian Wamser. 2018. A fair share for all: novel adaptation logic for QoE fairness of HTTP adaptive video streaming.
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Theodoros Karagkioules, Dimitrios Tsilimantos, Stefan Valentin, Florian Wamser, Bernd Zeidler, Michael Seufert, Frank Loh and Phuoc Tran-Gia. 2018. A public dataset for YouTube's mobile streaming client. DOI: 10.23919/tma.2018.8506503
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Michael Seufert, Bernd Zeidler, Florian Wamser, Theodoros Karagkioules, Dimitrios Tsilimantos, Frank Loh, Phuoc Tran-Gia and Stefan Valentin. 2018. A wrapper for automatic measurements with YouTube's native android app. DOI: 10.23919/tma.2018.8506488
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Michael Seufert, Nikolas Wehner and Pedro Casas. 2018. App for dynamic crowdsourced QoE studies of HTTP adaptive streaming on mobile devices. DOI: 10.23919/tma.2018.8506524
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Nikolas Wehner, Sarah Wassermann, Pedro Casas, Michael Seufert and Florian Wamser. 2018. Beauty is in the eye of the smartphone holder a data driven analysis of YouTube mobile QoE.
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Frank Loh, Theodoros Karagkioules, Michael Seufert, Bernd Zeidler, Dimitrios Tsilimantos, Phuoc Tran-Gia, Stefan Valentin and Florian Wamser. 2018. Demo: a wrapper for automated measurements with YouTube's native app. DOI: 10.1109/noms.2018.8406127
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Pedro Casas, Michael Seufert, Nikolas Wehner, Anika Schwind and Florian Wamser. 2018. Enhancing machine learning based QoE prediction by ensemble models. DOI: 10.1109/icdcs.2018.00186
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Ondrej Zach, Martin Slanina and Michael Seufert. 2018. Investigating the impact of advertisement banners and clips on video QoE. DOI: 10.1109/icdcs.2018.00182
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Matthias Hirth, Stanislav Lange, Michael Seufert and Phuoc Tran-Gia. 2018. Performance evaluation of mobile crowdsensing for event detection. DOI: 10.1109/percomw.2018.8480332
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Lam Dinh-Xuan, Michael Seufert, Florian Wamser, Phuoc Tran-Gia, Constantinos Vassilakis and Anastasios Zafeiropoulos. 2018. Performance evaluation of service functions chain placement algorithms in edge cloud. DOI: 10.1109/itc30.2018.00041
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Michael Seufert, Anika Schwind, Marco Waigand and Tobias Hoßfeld. 2018. Potential traffic savings by leveraging proximity of communication groups in mobile messaging.
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Michael Seufert and Phuoc Tran-Gia. 2018. Quality of experience and access network traffic management of HTTP adaptive video streaming. DOI: 10.1109/noms.2018.8406136
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Anika Schwind, Florian Wamser, Thomas Gensler, Phuoc Tran-Gia, Michael Seufert and Pedro Casas. 2018. Streaming characteristics of spotify sessions. DOI: 10.1109/qomex.2018.8463372
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Michael Seufert, Nikolas Wehner and Pedro Casas. 2018. Studying the impact of HAS QoE factors on the standardized QoE model P.1203. DOI: 10.1109/icdcs.2018.00185
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Stefan Lüttke, Anika Schwind, Michael Seufert, Stefanie Balle, Markus Wolf, Ionut Andone, Konrad Blaszkiewicz, Alexander Markowetz, Arne Bürger and Julian Schmitz. 2018. What's Up? Ein Frühwarnsystem für Kinder und Jugendliche mit Depression basierend auf deren WhatsApp-Kommunikation, Smartphone-Nutzung und -sensorik – Studienprotokoll und Ergebnisse aus einer Pilotstudie.
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Stefan Lüttke, Anika Schwind, Michael Seufert, Markus Wolf, Detmar Meurers and Stefanie Balle. 2018. What’s Up? Ein Frühwarnsystem für Kinder und Jugendliche mit Depression basierend auf der Analyse ihrer WhatsApp-Kommunikation: eine Pilotstudie [Poster].
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Florian Wamser, Nikolas Wehner, Michael Seufert, Pedro Casas and Phuoc Tran-Gia. 2018. YouTube QoE monitoring with YoMoApp: a web-based data interface for researchers. DOI: 10.23919/tma.2018.8506528
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2017

Thomas Zinner, Stefan Geissler, Stanislav Lange, Steffen Gebert, Michael Seufert and Phuoc Tran-Gia. 2017. A discrete-time model for optimizing the processing time of virtualized network functions. DOI: 10.1016/j.comnet.2017.04.049
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Valentin Burger, Michael Seufert, Thomas Zinner and Phuoc Tran-Gia. 2017. An approximation of the backhaul bandwidth aggregation potential using a partial sharing scheme. DOI: 10.23919/inm.2017.7987299
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Christopher Metter, Michael Seufert, Florian Wamser, Thomas Zinner and Phuoc Tran-Gia. 2017. Analytical model for SDN signaling traffic and flow table occupancy and its application for various types of traffic. DOI: 10.1109/tnsm.2017.2714758
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Michael Seufert, Christian Moldovan, Valentin Burger and Tobias HoBfeld. 2017. Applicability and limitations of a simple WiFi hotspot model for cities. DOI: 10.23919/cnsm.2017.8255985
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Michael Seufert, Stanislav Lange and Markus Meixner. 2017. Automated decision making based on Pareto frontiers in the context of service placement in networks. DOI: 10.23919/itc.2017.8064350
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Anika Schwind, Michael Seufert, Ozgu Alay, Pedro Casas, Phuoc Tran-Gia and Florian Wamser. 2017. Concept and implementation of video QoE measurements in a mobile broadband testbed. DOI: 10.23919/tma.2017.8002921
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Florian Wamser, Frank Loh, Michael Seufert, Phuoc Tran-Gia, Roberto Bruschi and Paolo Lago. 2017. Dynamic cloud service placement for live video streaming with a remote-controlled drone. DOI: 10.23919/inm.2017.7987400
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Michael Seufert, Brice Kamneng Kwam, Florian Wamser and Phuoc Tran-Gia. 2017. EdgeNetworkCloudSim: placement of service chains in edge clouds using NetworkCloudSim. DOI: 10.1109/netsoft.2017.8004247
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Ondrej Zach, Michael Seufert, Matthias Hirth, Martin Slanina and Phuoc Tran-Gia. 2017. On use of crowdsourcing for H.264/AVC and H.265/HEVC video quality evaluation. DOI: 10.1109/radioelek.2017.7937581
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Anh Nguyen-Ngoc, Stanislav Lange, Thomas Zinner, Michael Seufert, Phuoc Tran-Gia, Nieke Aerts and David Hock. 2017. Performance evaluation of selective flow monitoring in the ONOS controller. DOI: 10.23919/cnsm.2017.8256058
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Pedro Casas, Alessandro D'Alconzo, Florian Wamser, Michael Seufert, Bruno Gardlo, Anika Schwind, Phuoc Tran-Gia and Raimund Schatz. 2017. Predicting QoE in cellular networks using machine learning and in-smartphone measurements. DOI: 10.1109/qomex.2017.7965687
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Michael Seufert. 2017. Quality of experience and access network traffic management of HTTP adaptive video streaming. DOI: 10.25972/OPUS-15413
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Florian Wamser, Steffen Höfner, Michael Seufert and Phuoc Tran-Gia. 2017. Server and content selection for MPEG DASH video streaming with client information. DOI: 10.1145/3098603.3098607
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Lam Dinh-Xuan, Michael Seufert, Florian Wamser and Phuoc Tran-Gia. 2017. Study on the accuracy of QoE monitoring for HTTP adaptive video streaming using VNF. DOI: 10.23919/inm.2017.7987425
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Michael Seufert, Ondrej Zach, Martin Slanina and Phuoc Tran-Gia. 2017. Unperturbed video streaming QoE under web page related context factors. DOI: 10.1109/qomex.2017.7965675
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Michael Seufert, Nikolas Wehner, Florian Wamser, Pedro Casas, Alessandro D'Alconzo and Phuoc Tran-Gia. 2017. Unsupervised QoE field study for mobile YouTube video streaming with YoMoApp. DOI: 10.1109/qomex.2017.7965688
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Michael Seufert, Nikolas Wehner and Florian Wamser. 2017. YouTube QoE monitoring with YoMoApp: a mobile app for crowdsourced YouTube QoE analysis [Poster].
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2016

Michael Seufert, Tobias Griepentrog, Valentin Burger and Tobias Hobfeld. 2016. A simple WiFi hotspot model for cities. DOI: 10.1109/lcomm.2015.2509074
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Christopher Metter, Michael Seufert, Florian Wamser, Thomas Zinner and Phuoc Tran-Gia. 2016. Analytic model for SDN controller traffic and switch table occupancy. DOI: 10.1109/cnsm.2016.7818406
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Michael Seufert, Pedro Casas, Florian Wamser, Nikolas Wehner, Raimund Schatz and Phuoc Tran-Gia. 2016. Application-layer monitoring of QoE parameters for mobile YouTube video streaming in the field. DOI: 10.1109/cce.2016.7562672
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Michael Seufert, Valentin Burger, Karl Lorey, Alexander Seith, Frank Loh and Phuoc Tran-Gia. 2016. Assessment of subjective influence and trust with an online social network game. DOI: 10.1016/j.chb.2016.06.056
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Michael Seufert, Stanislav Lange and Markus Meixner. 2016. Automated decision making methods for the multi-objective optimization task of cloud service placement. DOI: 10.1109/itc-28.2016.211
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Florian Wamser, Michael Seufert, Steffen Höfner and Phuoc Tran-Gia. 2016. Concept for client-initiated selection of cloud instances for improving QoE of distributed cloud services. DOI: 10.1145/2940136.2940143
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Michael Seufert, Valentin Burger and Fabian Kaup. 2016. Evaluating the impact of WiFi offloading on mobile users of HTTP adaptive video streaming. DOI: 10.1109/glocomw.2016.7848897
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Michael Seufert, Tobias Hoßfeld, Anika Schwind, Valentin Burger and Phuoc Tran-Gia. 2016. Group-based communication in WhatsApp. DOI: 10.1109/ifipnetworking.2016.7497256
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Michael Seufert, Ondrej Zach, Tobias Hoßfeld, Martin Slanina and Phuoc Tran-Gia. 2016. Impact of test condition selection in adaptive crowdsourcing studies on subjective quality. DOI: 10.1109/qomex.2016.7498939
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Valentin Burger, Jane Frances Pajo, Odnan Ref Sanchez, Michael Seufert, Christian Schwartz, Florian Wamser, Franco Davoli and Phuoc Tran-Gia. 2016. Load dynamics of a multiplayer online battle arena and simulative assessment of edge server placements. DOI: 10.1145/2910017.2910601
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Florian Wamser, Pedro Casas, Michael Seufert, Christian Moldovan, Phuoc Tran-Gia and Tobias Hoßfeld. 2016. Modeling the YouTube stack: from packets to quality of experience. DOI: 10.1016/j.comnet.2016.03.020
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Michael Seufert, Stanislav Lange and Tobias Hoßfeld. 2016. More than topology: joint topology and attribute sampling and generation of social network graphs. DOI: 10.1016/j.comcom.2015.07.023
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Pedro Casas, Michael Seufert, Florian Wamser, Bruno Gardlo, Andreas Sackl and Raimund Schatz. 2016. Next to you: monitoring quality of experience in cellular networks from the end-devices. DOI: 10.1109/tnsm.2016.2537645
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Michael Seufert and Tobias Hoßfeld. 2016. One shot crowdtesting: approaching the extremes of crowdsourced subjective quality testing. DOI: 10.21437/PQS.2016-26
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Samira Tavakoli, Sebastian Egger, Michael Seufert, Raimund Schatz, Kjell Brunnstrom and Narciso Garcia. 2016. Perceptual quality of HTTP adaptive streaming strategies: cross-experimental analysis of multi-laboratory and crowdsourced subjective studies. DOI: 10.1109/jsac.2016.2577361
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Valentin Burger, Michael Seufert, Tobias Hoßfeld and Phuoc Tran-Gia. 2016. Performance evaluation of backhaul bandwidth aggregation using a partial sharing scheme. DOI: 10.1016/j.phycom.2016.01.005
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Lam Dinh-Xuan, Michael Seufert, Florian Wamser and Phuoc Tran-Gia. 2016. QoE aware placement of content in edge networks on the example of a photo album cloud service. DOI: 10.1109/cce.2016.7562677
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2015

Michael Seufert, Tobias Hoßfeld, Guilherme Sperb Machado, Thomas Bocek, Matteo Biancani, Paolo Cruschelli, Roman Lapacz, George Darzanos, Ioanna Papafili and Krzysztof Wajda. 2015. A survey of cloud services and potential applications of social awareness.
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Michael Seufert, Sebastian Egger, Martin Slanina, Thomas Zinner, Tobias Hobfeld and Phuoc Tran-Gia. 2015. A survey on quality of experience of HTTP adaptive streaming. DOI: 10.1109/comst.2014.2360940
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Michael Seufert, Anika Schwind, Tobias Hoßfeld and Phuoc Tran-Gia. 2015. Analysis of group-based communication in WhatsApp. DOI: 10.1007/978-3-319-26925-2_17
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Andri Lareida, George Petropoulos, Valentin Burger, Michael Seufert, Sergios Soursos and Burkhard Stiller. 2015. Augmenting home routers for socially-aware traffic management. DOI: 10.1109/lcn.2015.7366329
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Michael Seufert, Florian Wamser, Pedro Casas, Ralf Irmer, Phuoc Tran-Gia and Raimund Schatz. 2015. Demo: on the monitoring of YouTube QoE in cellular networks from end-devices. DOI: 10.1145/2801694.2802142
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Valentin Burger, Fabian Kaup, Michael Seufert, Matthias Wichtlhuber, David Hausheer and Phuoc Tran-Gia. 2015. Energy considerations for WiFi offloading of video streaming. DOI: 10.1007/978-3-319-26925-2_14
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Pedro Casas, Raimund Schatz, Florian Wamser, Michael Seufert and Ralf Irmer. 2015. Exploring QoE in cellular networks: how much bandwidth do you need for popular smartphone apps?. DOI: 10.1145/2785971.2785978
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Tobias Hoßfeld, Michael Seufert, Christian Sieber, Thomas Zinner and Phuoc Tran-Gia. 2015. Identifying QoE optimal adaptation of HTTP adaptive streaming based on subjective studies. DOI: 10.1016/j.comnet.2015.02.015
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Valentin Burger, Michael Seufert, Fabian Kaup, Matthias Wichtlhuber, David Hausheer and Phuoc Tran-Gia. 2015. Impact of WiFi offloading on video streaming QoE in urban environments. DOI: 10.1109/iccw.2015.7247428
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Michael Seufert, Tobias Hoßfeld and Christian Sieber. 2015. Impact of intermediate layer on quality of experience of HTTP adaptive streaming. DOI: 10.1109/cnsm.2015.7367367
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Florian Wamser, Andreas Blenk, Michael Seufert, Thomas Zinner, Wolfgang Kellerer and Phuoc Tran-Gia. 2015. Modelling and performance analysis of application-aware resource management. DOI: 10.1002/nem.1894
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Krzysztof Wajda, Rafał Stankiewicz, Zbigniew Duliński, Tobias Hoßfeld, Michael Seufert, David Hausheer, Matthias Wichtlhuber, Ioanna Papafili, Manos Dramitinos, Paolo Cruschelli, Sergios Soursos, Roman Łapacz and Burkhard Stiller. 2015. Socially-aware management of new overlay applications traffic - the optimization potentials of the smartenIT approach. DOI: 10.1007/978-3-319-16292-8_21
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Pedro Casas, Bruno Gardlo, Michael Seufert, Florian Wamser and Raimund Schatz. 2015. Taming QoE in cellular networks: from subjective lab studies to measurements in the field. DOI: 10.1109/cnsm.2015.7367364
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Valentin Burger, George Darzanos, Ioanna Papafili and Michael Seufert. 2015. Trade-off between QoE and operational cost in edge resource supported video streaming. DOI: 10.1109/3pgcic.2015.185
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Florian Wamser, Michael Seufert, Pedro Casas, Ralf Irmer, Phuoc Tran-Gia and Raimund Schatz. 2015. Understanding YouTube QoE in cellular networks with YoMoApp: a QoE monitoring tool for YouTube mobile [Poster]. DOI: 10.1145/2789168.2795176
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Michael Seufert, Valentin Burger, Florian Wamser, Phuoc Tran-Gia, Christian Moldovan and Tobias Hoßfeld. 2015. Utilizing home router caches to augment CDNs towards information-centric networking.
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George Petropoulos, Andri Lareida, Sergios Soursos, Michael Seufert, Valentin Burger and Burkhard Stiller. 2015. WiFi offloading and socially aware prefetching on augmented home routers.
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Florian Wamser, Michael Seufert, Pedro Casas, Ralf Irmer, Phuoc Tran-Gia and Raimund Schatz. 2015. YoMoApp: a tool for analyzing QoE of YouTube HTTP adaptive streaming in mobile networks. DOI: 10.1109/eucnc.2015.7194076
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Michael Seufert, Florian Wamser, Pedro Casas, Ralf Irmer, Phuoc Tran-Gia and Raimund Schatz. 2015. YouTube QoE on mobile devices: subjective analysis of classical vs. adaptive video streaming. DOI: 10.1109/iwcmc.2015.7289055
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2014

Michael Seufert, Sebastian Egger, Martin Slanina, Thomas Zinner, Tobias Hoßfeld and Phuoc Tran-Gia. 2014. A survey on quality of experience of HTTP adaptive streaming.
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Ioanna Papafili, Krzysztof Wajda, Roman Lapacz, Alessandro Predieri, Thomas Bocek and Michael Seufert. 2014. An overview of application traffic management approaches: challenges and potential extensions. DOI: 10.1109/imis.2014.7
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Tobias Hoßfeld, Michael Seufert, Christian Sieber and Thomas Zinner. 2014. Assessing effect sizes of influence factors towards a QoE model for HTTP adaptive streaming. DOI: 10.1109/qomex.2014.6982305
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Tobias Hoßfeld, Matthias Hirth, Judith Redi, Filippo Mazza, Pavel Korshunov, Babak Naderi, Michael Seufert, Bruno Gardlo, Sebastian Egger and Christian Keimel. 2014. Best practices and recommendations for crowdsourced QoE - lessons learned from the Qualinet task Force Crowdsourcing.
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Tobias Hoßfeld, Michael Seufert, Christian Sieber, Thomas Zinner and Phuoc Tran-Gia. 2014. Close to optimum? User-centric evaluation of adaptation logics for HTTP adaptive streaming. DOI: 10.1515/pik-2014-0029
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Tobias Hoßfeld, Michael Seufert, Thomas Zinner and Christian Sieber. 2014. Crowdsourced subjective user study results on QoE influence factors of HTTP adaptive streaming.
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Bruno Gardlo, Sebastian Egger, Michael Seufert and Raimund Schatz. 2014. Crowdsourcing 2.0: enhancing execution speed and reliability of web-based QoE testing. DOI: 10.1109/icc.2014.6883463
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Valentin Burger, David Hock, Ingo Scholtes, Tobias Hoßfeld, David Garcia and Michael Seufert. 2014. Social network analysis in the enterprise: challenges and opportunities. DOI: 10.1007/978-3-319-09378-9_7
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Michael Seufert, George Darzanos, Ioanna Papafili, Roman Łapacz, Valentin Burger and Tobias Hoßfeld. 2014. Socially-aware traffic management. DOI: 10.1007/978-3-319-09378-9_3
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Sebastian Egger, Bruno Gardlo, Michael Seufert and Raimund Schatz. 2014. The impact of adaptation strategies on perceived quality of HTTP adaptive streaming. DOI: 10.1145/2676652.2676658
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2013

Michael Seufert, Martin Slanina, Sebastian Egger and Meik Kottkamp. 2013. "To pool or not to pool": a comparison of temporal pooling methods for HTTP adaptive video streaming. DOI: 10.1109/qomex.2013.6603210
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Andreas Sackl, Michael Seufert and Tobias Hoßfeld. 2013. Asking costs little? The impact of tasks in video QoE studies on user behavior and user ratings. DOI: 10.21437/pqs.2013-9
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Florian Wamser, David Hock, Michael Seufert, Thomas Zinner and Phuoc Tran-Gia. 2013. Demonstrating the benefit of joint application and network control within a wireless access network. DOI: 10.1109/infcomw.2013.6970706
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Michael Seufert, Karl Lorey, Matthias Hirth and Tobias Hoßfeld. 2013. Gamification framework for personalized surveys on relationships in online social networks. DOI: 10.1109/ucc.2013.94
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Michael Seufert, Valentin Burger and Tobias Hoßfeld. 2013. HORST - Home router sharing based on trust. DOI: 10.1109/cnsm.2013.6727865
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David Hock, Florian Wamser, Michael Seufert, Rastin Pries and Phuoc Tran-Gia. 2013. OC2E2AN: optimized control center for experience enhancements in access networks. DOI: 10.1515/pik-2012-0145
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Pedro Casas, Michael Seufert, Sebastian Egger and Raimund Schatz. 2013. Quality of experience in remote virtual desktop services.
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Valentin Burger, Tobias Hoßfeld, David Garcia, Michael Seufert, Ingo Scholtes and David Hock. 2013. Resilience in enterprise social networks.
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Michael Wennersheimer, Dave Robinson, Johan De Vriendt, Danny De Vleeschauwer, Charles Bahr, Karl Heise, Savvas Argyropoulos, Bernhard Feiten, Murat Bilgic, Tommi Raiha, Sebastian Egger, Michael Seufert, Martin Slanina, Meik Kottkamp, Harald Gsödl, Harald Ibl and Raquel García Pérez. 2013. Service quality definition and measurement.
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Michael Seufert, George Darzanos, Valentin Burger, Ioanna Papafili and Tobias Hoßfeld. 2013. Socially-aware traffic management.
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F. Wamser, D. Hock, Michael Seufert, B. Staehle, R. Pries and P. Tran-Gia. 2013. Using buffered playtime for QoE-oriented resource management of YouTube video streaming. DOI: 10.1002/ett.2636
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Pedro Casas, Michael Seufert and Raimund Schatz. 2013. YOUQMON: a system for on-line monitoring of YouTube QoE in operational 3G networks. DOI: 10.1145/2518025.2518033
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2012

Florian Wamser, David Hock, Michael Seufert, Rastin Pries and Phuoc Tran-Gia. 2012. Application and quality of experience aware resource management in wireless access networks [Poster].
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Florian Wamser, David Hock, Michael Seufert, Rastin Pries and Phuoc Tran-Gia. 2012. Performance optimization in access networks using a combined control strategy.
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2011

Tobias Hoßfeld, Michael Seufert, Matthias Hirth, Thomas Zinner, Phuoc Tran-Gia and Raimund Schatz. 2011. Quantification of YouTube QoE via crowdsourcing. DOI: 10.1109/ism.2011.87
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Tobias Hoßfeld, Raimund Schatz, Thomas Zinner, Michael Seufert and Phuoc Tran-Gia. 2011. Transport protocol influences on YouTube videostreaming QoE.
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