Measuring video QoE from encrypted traffic
G Dimopoulos, I Leontiadis, P Barlet-Ros… - Proceedings of the …, 2016 - dl.acm.org
Tracking and maintaining satisfactory QoE for video streaming services is becoming a
greater challenge for mobile network operators than ever before. Downloading and …
greater challenge for mobile network operators than ever before. Downloading and …
A survey of emerging concepts and challenges for QoE management of multimedia services
Quality of Experience (QoE) has received much attention over the past years and has
become a prominent issue for delivering services and applications. A significant amount of …
become a prominent issue for delivering services and applications. A significant amount of …
{CFA}: A practical prediction system for video {QoE} optimization
Many prior efforts have suggested that Internet video Quality of Experience (QoE) could be
dramatically improved by using data-driven prediction of video quality for different choices …
dramatically improved by using data-driven prediction of video quality for different choices …
Real-time video quality of experience monitoring for https and quic
The widespread deployment of end-to-end encryption protocols such as HTTPS and QUIC
has reduced the visibility for operators into traffic on their networks. Network operators need …
has reduced the visibility for operators into traffic on their networks. Network operators need …
Measuring, modeling and integrating time-varying video quality in end-to-end multimedia service delivery: A review and open challenges
The multimedia delivery chain consists of multiple stages such as content preparation,
content delivery via Over-The-Top delivery network and Internet Service Providers network …
content delivery via Over-The-Top delivery network and Internet Service Providers network …
A machine learning approach to classifying YouTube QoE based on encrypted network traffic
Due to the widespread use of encryption in Over-The-Top video streaming traffic, network
operators generally lack insight into application-level quality indicators (eg, video quality …
operators generally lack insight into application-level quality indicators (eg, video quality …
Requet: Real-time qoe detection for encrypted youtube traffic
As video traffic dominates the Internet, it is important for operators to detect video Quality of
Experience (QoE) in order to ensure adequate support for video traffic. With wide …
Experience (QoE) in order to ensure adequate support for video traffic. With wide …
Vicrypt to the rescue: Real-time, machine-learning-driven video-qoe monitoring for encrypted streaming traffic
Video streaming is the killer application of the Internet today. In this article, we address the
problem of real-time, passive Quality-of-Experience (QoE) monitoring of HTTP Adaptive …
problem of real-time, passive Quality-of-Experience (QoE) monitoring of HTTP Adaptive …
Predicting QoE in cellular networks using machine learning and in-smartphone measurements
Monitoring the Quality of Experience (QoE) undergone by cellular network customers has
become paramount for cellular ISPs, who need to ensure high quality levels to limit customer …
become paramount for cellular ISPs, who need to ensure high quality levels to limit customer …
YoMoApp: A tool for analyzing QoE of YouTube HTTP adaptive streaming in mobile networks
The performance of YouTube in mobile networks is crucial to network operators, who try to
find a trade-off between cost-efficient handling of the huge traffic amounts and high …
find a trade-off between cost-efficient handling of the huge traffic amounts and high …