Nikolas Wehner

Orcid: 0000-0002-7744-4799

According to our database1, Nikolas Wehner authored at least 31 papers between 2017 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

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

Explainable Data-Driven QoE Modelling with XAI.
Proceedings of the 15th International Conference on Quality of Multimedia Experience, 2023

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

A Vital Improvement? Relating Google's Core Web Vitals to Actual Web QoE.
Proceedings of the 14th International Conference on Quality of Multimedia Experience, 2022

On Learning Hierarchical Embeddings from Encrypted Network Traffic.
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

Not all Web Pages are Born the Same Content Tailored Learning for Web QoE Inference.
Proceedings of the IEEE International Symposium on Measurements & Networking, 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
Improving Web QoE Monitoring for Encrypted Network Traffic through Time Series Modeling.
SIGMETRICS Perform. Evaluation Rev., 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

Quality that Matters: QoE Monitoring in Education Service Provider (ESP) Networks.
Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021

ML-Assisted Latency Assignments in Time-Sensitive Networking.
Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021

How are your Apps Doing? QoE Inference and Analysis in Mobile Devices.
Proceedings of the 17th International Conference on Network and Service Management, 2021

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

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

Mind the (QoE) Gap: On the Incompatibility of Web and Video QoE Models in the Wild.
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

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

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
Machine Learning Models for YouTube QoE and User Engagement Prediction in Smartphones.
SIGMETRICS Perform. Evaluation Rev., 2018

You Tube QoE Monitoring with YoMoApp: A Web-Based Data Interface for Researchers.
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

Studying the Impact of HAS QoE Factors on the Standardized QoE Model P.1203.
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

Enhancing Machine Learning Based QoE Prediction by Ensemble Models.
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

2017
Unsupervised QoE field study for mobile YouTube video streaming with YoMoApp.
Proceedings of the Ninth International Conference on Quality of Multimedia Experience, 2017


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