A survey on parametric QoE estimation for popular services

D Tsolkas, E Liotou, N Passas, L Merakos - Journal of network and …, 2017 - Elsevier
As we are moving forward to the 5G era, we are witnessing a transformation in the way
networks are designed and behave, with the end-user placed at the epicenter of any …

Stream-based machine learning for real-time QoE analysis of encrypted video streaming traffic

M Seufert, P Casas, N Wehner… - 2019 22nd Conference …, 2019 - ieeexplore.ieee.org
As stalling is the worst Quality of Experience (QoE) degradation of HTTP adaptive video
streaming (HAS), this work presents a stream-based machine learning approach, ViCrypt …

Features that matter: Feature selection for on-line stalling prediction in encrypted video streaming

M Seufert, P Casas, N Wehner… - IEEE INFOCOM 2019 …, 2019 - ieeexplore.ieee.org
Despite the vast literature and major developments in HTTP adaptive video streaming (HAS)
technology, stalling events due to re-buffering still are by far the worst Quality of Experience …

An optimized approach to video traffic splitting in heterogeneous wireless networks with energy and QoE considerations

N Abbas, H Hajj, Z Dawy, K Jahed… - Journal of Network and …, 2017 - Elsevier
Due to the exploding traffic demands with the ubiquitous anticipated spread of 5G and
Internet of Things, research has been active to devise mechanisms for meeting these …

Ignoring encrypted protocols: Cross-layer prediction of video streaming QoE metrics

J Chen, W Mai, X Lian, M Yang, Q Sun, C Gao… - Mobile Networks and …, 2022 - Springer
Nowadays, the widely used end-to-end encryptions have prevented the Deep Packet
Inspect (DPI) method applied in Quality of Experience (QoE) prediction and optimization …

Application agnostic QoE triggered multipath switching for Android devices

F Fejes, S Rácz, G Szabó - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
In this paper, we propose an architecture for network traffic prioritization. This architecture is
application and protocol agnostic. We also give an interface for this architecture which …

Dynamic and adaptive QoE management for OTT application sessions in LTE

B Héder, P Szilágyi, C Vulkán - 2016 IEEE 27th Annual …, 2016 - ieeexplore.ieee.org
Radio resources in Long Term Evolution (LTE) systems are distributed among User
Equipments (UE) without considering the application and content being transmitted. When …

Potential gains of reactive video QoE enhancement by app agnostic QoE deduction

G Szabo, S Racz, S Malomsoky… - 2016 IEEE Global …, 2016 - ieeexplore.ieee.org
We propose an app agnostic QoE deduction method that can be used for on-line traffic
prioritization. Our implemented method extracts QoE information directly from the screen of …

Insight based dynamic QoE management in LTE

N Radics, P Szilágyi, C Vulkán - 2015 IEEE 26th Annual …, 2015 - ieeexplore.ieee.org
Long Term Evolution (LTE) subscribers expect seamless Quality of Experience (QoE) during
their ubiquitous Internet access. Due to the high degree of application and content diversity …

Qoe driven son for mobile backhaul demo

L Bajzik, C Deák, T Kárász, P Szilágyi… - 2016 IEEE 27th …, 2016 - ieeexplore.ieee.org
The complexity of the Mobile Backhaul (MBH) and the unpredictability of the mobile traffic
represents a network operation challenge. Increasing the automation of the transport service …