ML-based Video Streaming QoE Modeling with E2E and Link Metrics

L Wang, A Durning, DT Delaney - … International Conference on …, 2022 - ieeexplore.ieee.org
An increasing variety of network services and applications have led to a demand for service
specific network management. QoE routing, routing service traffic on an individual basis, has …

[PDF][PDF] A Software Platform Design for Objective Video QoE Assessment.

Y Liu, H Liu, Y Li, Y Shen, J Wu, D Yang - J. Softw., 2014 - jsoftware.us
Along with the rapid development of 3G and 4G technologies, mobile video services have
gained its popularity among users around the world. Consequently, Content Providers …

Qoecenter: A visual platform for qoe evaluation of streaming video services

L Zhang, S Wang, F Yang… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
It is challenging to conduct quality of experience (QoE) evaluations of web-based streaming
video services effectively and efficiently. Aiming to overcome this challenge, we have …

Improving the Transfer of Machine Learning-Based Video QoE Estimation Across Diverse Networks

M Seufert, I Orsolic - IEEE Transactions on Network and …, 2023 - ieeexplore.ieee.org
With video streaming traffic generally being encrypted end-to-end, there is a lot of interest
from network operators to find novel ways to evaluate streaming performance at the …

Adaptive QoE monitoring architecture in SDN networks: Video streaming services case

AB Letaifa - 2017 13th International Wireless Communications …, 2017 - ieeexplore.ieee.org
In data services application over the internet, the user perception and satisfaction can be
assessed by Quality of Experience (QoE) metrics. As QoE depends on both the users' …

Leveraging SDN to provide an in-network QoE measurement framework

A Farshad, P Georgopoulos… - … IEEE Conference on …, 2015 - ieeexplore.ieee.org
Online video streaming using HTTP Adaptive Streaming (HAS) is becoming the most
popular content delivery mechanism for media services. Network and content providers …

A flexible QoE framework for video streaming services

A Alvarez, S Cabrero, XG Pañeda… - 2011 IEEE …, 2011 - ieeexplore.ieee.org
QoE metrics are a must in new service evaluations as they have shown to outperform
traditional QoS. This work presents a flexible framework for measuring different types of QoE …

Network fortune cookie: Using network measurements to predict video streaming performance and QoE

RIT da Costa Filho, W Lautenschlager… - 2016 IEEE Global …, 2016 - ieeexplore.ieee.org
Due to the fact that video streaming is the current" killer" application and for competitiveness,
telecommunication service providers need to be able to answer a fundamental question: to …

Application QoS for video: benchmarking, control strategies and business systems

S Hao, X Huang, Y Ma - 2009 5th International Conference on …, 2009 - ieeexplore.ieee.org
The quality of service (QoS) is a set of assessments or mechanisms to offer effective and
reasonable resource utilization as well as guaranteed and expectable business experience …

QoE‐aware traffic monitoring based on user behavior in video streaming services

F Laiche, A Ben Letaifa, T Aguili - … and Computation: Practice …, 2023 - Wiley Online Library
In recent years, online video content has gained a lot of popularity and the exponential
growth of video traffic continues in every area of the connected world. Thus, understanding …