QoE management of multimedia streaming services in future networks: A tutorial and survey

AA Barakabitze, N Barman, A Ahmad… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
The highly demanding Over-The-Top (OTT) multimedia applications pose increased
challenges to Internet Service Providers (ISPs) for assuring a reasonable Quality of …

Artificial intelligence enabled software‐defined networking: a comprehensive overview

M Latah, L Toker - IET networks, 2019 - Wiley Online Library
Software‐defined networking (SDN) represents a promising networking architecture that
combines central management and network programmability. SDN separates the control …

A survey of 5G network systems: challenges and machine learning approaches

H Fourati, R Maaloul, L Chaari - International Journal of Machine Learning …, 2021 - Springer
Abstract 5G cellular networks are expected to be the key infrastructure to deliver the
emerging services. These services bring new requirements and challenges that obstruct the …

Requet: Real-time qoe detection for encrypted youtube traffic

C Gutterman, K Guo, S Arora, X Wang, L Wu… - Proceedings of the 10th …, 2019 - dl.acm.org
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 …

A survey of machine learning techniques for video quality prediction from quality of delivery metrics

O Izima, R de Fréin, A Malik - Electronics, 2021 - mdpi.com
A growing number of video streaming networks are incorporating machine learning (ML)
applications. The growth of video streaming services places enormous pressure on network …

ALVS: Adaptive Live Video Streaming using deep reinforcement learning

IM Ozcelik, C Ersoy - Journal of Network and Computer Applications, 2022 - Elsevier
Achieving a high Quality of Experience (QoE) in live event streaming is a challenging
problem given a low-latency requirement and time-varying network conditions. Adaptive …

A learning-based approach for video streaming over fluctuating networks with limited playback buffers

W Li, J Huang, Q Su, W Jiang, J Wang - Computer Communications, 2024 - Elsevier
In recent times, the surge in applications like social networking and online learning platforms
has led to a substantial rise in on-demand video streaming, thus ensuring a seamless user …

A survey on video streaming in multipath and multihomed overlay networks

A Hodroj, M Ibrahim, Y Hadjadj-Aoul - IEEE Access, 2021 - ieeexplore.ieee.org
The focus of this survey is to study the protocols, mechanisms, and the latest standards
proposed in the literature for improving the performance and quality of video content in …

Quality of experience-centric management of adaptive video streaming services: Status and challenges

S Petrangeli, JVD Hooft, T Wauters… - ACM Transactions on …, 2018 - dl.acm.org
Video streaming applications currently dominate Internet traffic. Particularly, HTTP Adaptive
Streaming (HAS) has emerged as the dominant standard for streaming videos over the best …

SDN assisted codec, path and quality selection for HTTP adaptive streaming

RS Kalan, M Sayit - IEEE Access, 2021 - ieeexplore.ieee.org
Adaptive streaming over HTTP is the dominant video streaming technology for more than a
decade. HTTP Adaptive Streaming (HAS) systems provide a framework which enables …