Quality of experience for streaming services: measurements, challenges and insights

K Bouraqia, E Sabir, M Sadik, L Ladid - IEEE Access, 2020 - ieeexplore.ieee.org
Over the last few years, the evolution of network and user handsets' technologies, have
challenged the telecom industry and the Internet ecosystem. Especially, the unprecedented …

Survey on machine learning-based QoE-QoS correlation models

S Aroussi, A Mellouk - 2014 International Conference on …, 2014 - ieeexplore.ieee.org
The machine learning provides a theoretical and methodological framework to quantify the
relationship between user OoE (Quality of Experience) and network QoS (Quality of …

Mabrese: A new server selection method for smart SDN-based CDN architecture

HA Tran, S Souihi, D Tran… - IEEE Communications …, 2019 - ieeexplore.ieee.org
A content delivery network (CDN) is able to handle high traffic and offer reliable services by
geographically bringing the content data to the edge network, where replica servers are …

Development of the tensor model of multipath qоe-routing in an infocommunication network with providing the required quality rating

O Lemeshko, M Yevdokymenko… - Восточно-Европейский …, 2018 - irbis-nbuv.gov.ua
The current trend of convergence of networks of different types, the increase in the volume of
traffic, the emergence of multimedia applications running in real time, necessitates ensuring …

[图书][B] Software-defined networking 2: Extending SDN control to large-scale networks

F Bannour, S Souihi, A Mellouk - 2022 - books.google.com
This book reviews the concept of Software-Defined Networking (SDN) by studying the SDN
architecture. It provides a detailed analysis of state-of-the-art distributed SDN controller …

New Approach for an Affective Computing-Driven Quality of Experience (QoE) Prediction

J Begue, MA Labiod, A Mellouk - IEEE Communications …, 2023 - ieeexplore.ieee.org
In human interactions, emotion recognition is crucial. For this reason, the topic of computer-
vision approaches for automatic emotion recognition is currently being extensively …

A QoE-driven SDN traffic management for IoT-enabled surveillance systems using deep learning based on edge cloud computing

Z Nazemi Absardi, R Javidan - The Journal of Supercomputing, 2023 - Springer
In recent years, surveillance systems have significantly increased in various environments.
The Internet of Things (IoT), which interconnects objects through the Internet, enhances the …

QoE and energy consumption evaluation of adaptive video streaming on mobile device

C Bezerra, A De Carvalho, D Borges… - 2017 14th IEEE …, 2017 - ieeexplore.ieee.org
Dynamic Adaptive Streaming over HTTP (DASH) is a standard for media streaming that has
been largely adopted, as it allows improved quality of experience (QoE) and the streaming …

Statistical evaluation for quality of experience prediction based on quality of service parameters

S Aroussi, A Mellouk - 2016 23rd International Conference on …, 2016 - ieeexplore.ieee.org
Machine Learning (ML) provides a theoretical and methodological framework that allows to
quantify the relationship between the user's Quality of Experience (OoE) and the network's …

User behavior-ensemble learning based improving QoE fairness in HTTP adaptive streaming over SDN approach

T Abar, AB Letaifa, S El Asmi - Advances in Computers, 2021 - Elsevier
Abstract Quality of Experience (QoE) for multimedia services is formed by a wealthy
interaction between system, context and human factors. Whereas system and context …