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ORCIDNikolas Wehner
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2020 – today
- 2024
[j6]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: 54673-54720 (2024)- [j5]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): 2773-2790 (2024) - [c30]Nikolas Wehner, Nils Feldhus, Michael Seufert, Sebastian Möller, Tobias Hoßfeld:
QoEXplainer: Mediating Explainable Quality of Experience Models with Large Language Models. QoMEX 2024: 72-75 - [c29]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: 104-110 - [c28]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: 1-4 - 2023
- [j4]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) - [c27]Nikolas Wehner, Anika Seufert, Tobias Hoßfeld, Michael Seufert:
Explainable Data-Driven QoE Modelling with XAI. QoMEX 2023: 7-12 - 2022
- [c26]Pedro Casas, Nikolas Wehner, Sarah Wassermann, Michael Seufert:
Fingerprinting Web Pages and Smartphone Apps from Encrypted Network Traffic with WebScanner. CloudNet 2022: 1-9 - [c25]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: 1-6 - [c24]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: 259-263 - [c23]Nikolas Wehner, Markus Ring, Joshua Schüler, Andreas Hotho, Tobias Hoßfeld, Michael Seufert:
On Learning Hierarchical Embeddings from Encrypted Network Traffic. NOMS 2022: 1-7 - [c22]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: 1-6 - [c21]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 - 2021
- [j3]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): 37-40 (2021) - [c20]Nikolas Wehner, Michael Seufert, Joshua Schüler, Pedro Casas, Tobias Hoßfeld:
How are your Apps Doing? QoE Inference and Analysis in Mobile Devices. CNSM 2021: 49-55 - [c19]Alexej Grigorjew, Michael Seufert, Nikolas Wehner, Jan Hofmann, Tobias Hoßfeld:
ML-Assisted Latency Assignments in Time-Sensitive Networking. IM 2021: 116-124 - [c18]Nikolas Wehner, Michael Seufert, Viktoria Wieser, Pedro Casas, Germán Capdehourat:
Quality that Matters: QoE Monitoring in Education Service Provider (ESP) Networks. IM 2021: 830-835 - [c17]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: 40-47 - 2020
- [c16]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: 1-5 - [c15]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: 1-9 - [c14]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: 807-815 - [c13]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: 1-4 - [c12]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: 35-36
2010 – 2019
- 2019
- [j2]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): 475-488 (2019) - [c11]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: 7-12 - [c10]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: 76-81 - [c9]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: 688-695 - [c8]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: 1-6 - 2018
- [j1]Sarah Wassermann, Nikolas Wehner, Pedro Casas:
Machine Learning Models for YouTube QoE and User Engagement Prediction in Smartphones. SIGMETRICS Perform. Evaluation Rev. 46(3): 155-158 (2018) - [c7]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: 19-27 - [c6]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: 343-347 - [c5]Michael Seufert, Nikolas Wehner, Pedro Casas:
Studying the Impact of HAS QoE Factors on the Standardized QoE Model P.1203. ICDCS 2018: 1636-1641 - [c4]Pedro Casas, Michael Seufert, Nikolas Wehner, Anika Schwind, Florian Wamser:
Enhancing Machine Learning Based QoE Prediction by Ensemble Models. ICDCS 2018: 1642-1647 - [c3]Michael Seufert, Nikolas Wehner, Pedro Casas:
App for Dynamic Crowdsourced QoE Studies of HTTP Adaptive Streaming on Mobile Devices. TMA 2018: 1-2 - [c2]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: 1-2 - 2017
- [c1]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: 1-6
Coauthor Index
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