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Nikolas Wehner
Nikolas Wehner
Dirección de correo verificada de informatik.uni-wuerzburg.de
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Stream-based machine learning for real-time QoE analysis of encrypted video streaming traffic
M Seufert, P Casas, N Wehner, L Gang, K Li
2019 22nd Conference on innovation in clouds, internet and networks and …, 2019
682019
Machine learning models for YouTube QoE and user engagement prediction in smartphones
S Wassermann, N Wehner, P Casas
ACM SIGMETRICS Performance Evaluation Review 46 (3), 155-158, 2019
382019
Quicker or not?-an empirical analysis of quic vs tcp for video streaming qoe provisioning
M Seufert, R Schatz, N Wehner, P Casas
2019 22nd Conference on Innovation in Clouds, Internet and Networks and …, 2019
372019
Features that matter: Feature selection for on-line stalling prediction in encrypted video streaming
M Seufert, P Casas, N Wehner, L Gang, K Li
IEEE INFOCOM 2019-IEEE Conference on Computer Communications Workshops …, 2019
342019
Unsupervised QoE field study for mobile YouTube video streaming with YoMoApp
M Seufert, N Wehner, F Wamser, P Casas, A D'Alconzo, P Tran-Gia
2017 Ninth International Conference on Quality of Multimedia Experience …, 2017
322017
Studying the impact of HAS qoe factors on the standardized qoe model P. 1203
M Seufert, N Wehner, P Casas
2018 IEEE 38th International Conference on Distributed Computing Systems …, 2018
252018
Enhancing machine learning based qoe prediction by ensemble models
P Casas, M Seufert, N Wehner, A Schwind, F Wamser
2018 IEEE 38th International Conference on Distributed Computing Systems …, 2018
232018
Is QUIC becoming the new TCP? On the potential impact of a new protocol on networked multimedia QoE
M Seufert, R Schatz, N Wehner, B Gardlo, P Casas
2019 Eleventh international conference on quality of multimedia experience …, 2019
222019
Application-layer monitoring of QoE parameters for mobile YouTube video streaming in the field
M Seufert, P Casas, F Wamser, N Wehner, R Schatz, P Tran-Gia
2016 IEEE Sixth International Conference on Communications and Electronics …, 2016
192016
A fair share for all: TCP-inspired adaptation logic for QoE fairness among heterogeneous HTTP adaptive video streaming clients
M Seufert, N Wehner, P Casas
IEEE Transactions on Network and Service Management 16 (2), 475-488, 2019
132019
Improving web qoe monitoring for encrypted network traffic through time series modeling
N Wehner, M Seufert, J Schuler, S Wassermann, P Casas, T Hossfeld
ACM SIGMETRICS Performance Evaluation Review 48 (4), 37-40, 2021
112021
Explainable data-driven QoE modelling with XAI
N Wehner, A Seufert, T Hoßfeld, M Seufert
2023 15th international conference on quality of multimedia experience …, 2023
92023
A vital improvement? Relating Google's core web vitals to actual web QoE
N Wehner, M Amir, M Seufert, R Schatz, T Hoßfeld
2022 14th international conference on quality of multimedia experience …, 2022
92022
ML-assisted latency assignments in time-sensitive networking
A Grigorjew, M Seufert, N Wehner, J Hofmann, T Hoßfeld
2021 IFIP/IEEE International Symposium on Integrated Network Management (IM …, 2021
92021
Are you on mobile or desktop? on the impact of end-user device on web qoe inference from encrypted traffic
S Wassermann, P Casas, ZB Houidi, A Huet, M Seufert, N Wehner, ...
2020 16th International Conference on Network and Service Management (CNSM), 1-9, 2020
92020
Beauty is in the eye of the smartphone holder a data driven analysis of youtube mobile qoe
N Wehner, S Wassermann, P Casas, M Seufert, F Wamser
2018 14th International Conference on Network and Service Management (CNSM …, 2018
92018
Not all web pages are born the same content tailored learning for web qoe inference
P Casas, S Wassermann, N Wehner, M Seufert, T Hossfeld
2022 IEEE International Symposium on Measurements & Networking (M&N), 1-6, 2022
72022
Mobile web and app QoE monitoring for ISPs-from encrypted traffic to speed index through machine learning
P Casas, S Wassermann, N Wehner, M Seufert, J Schüler, T Hossfeld
2021 13th IFIP Wireless and Mobile Networking Conference (WMNC), 40-47, 2021
72021
Machine Learning with Computer Networks: Techniques, Datasets and Models
H Afifi, S Pochaba, A Boltres, D Laniewski, J Haberer, P Leonard, ...
IEEE access, 2024
62024
Marina: Realizing ML-Driven Real-Time Network Traffic Monitoring at Terabit Scale
M Seufert, K Dietz, N Wehner, S Geißler, J Schüler, M Wolz, A Hotho, ...
IEEE Transactions on Network and Service Management, 2024
62024
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