Nikolas Wehner

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 36

Top Topics

User Engagement

Machine Learning

Video Streaming

Network Traffic

Top Venues

SIGMETRICS Perform. Evaluation Rev.

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)
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)
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)
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)
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)
Nikolas Wehner, Markus Ring, Joshua Schüler, Andreas Hotho, Tobias Hoßfeld, Michael Seufert
On Learning Hierarchical Embeddings from Encrypted Network Traffic. NOMS (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)
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)
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)
Nikolas Wehner, Michael Seufert, Joshua Schüler, Pedro Casas, Tobias Hoßfeld
How are your Apps Doing? QoE Inference and Analysis in Mobile Devices. CNSM (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)
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)
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)
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)
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)
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)
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)
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, Nikolas Wehner, Pedro Casas, Florian Wamser
A Fair Share for All: Novel Adaptation Logic for QoE Fairness of HTTP Adaptive Video Streaming. CNSM (2018)
Pedro Casas, Michael Seufert, Nikolas Wehner, Anika Schwind, Florian Wamser
Enhancing Machine Learning Based QoE Prediction by Ensemble Models. ICDCS (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, Nikolas Wehner, Pedro Casas
App for Dynamic Crowdsourced QoE Studies of HTTP Adaptive Streaming on Mobile Devices. TMA (2018)
Sarah Wassermann, Nikolas Wehner, Pedro Casas
Machine Learning Models for YouTube QoE and User Engagement Prediction in Smartphones. SIGMETRICS Perform. Evaluation Rev. 46 (3) (2018)
Michael Seufert, Nikolas Wehner, Pedro Casas
Studying the Impact of HAS QoE Factors on the Standardized QoE Model P.1203. ICDCS (2018)
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)