QoE management of multimedia streaming services in future networks: A tutorial and survey
The highly demanding Over-The-Top (OTT) multimedia applications pose increased
challenges to Internet Service Providers (ISPs) for assuring a reasonable Quality of …
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 …
combines central management and network programmability. SDN separates the control …
A survey of 5G network systems: challenges and machine learning approaches
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 …
emerging services. These services bring new requirements and challenges that obstruct the …
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 …
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 …
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 …
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
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 …
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 …
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
Video streaming applications currently dominate Internet traffic. Particularly, HTTP Adaptive
Streaming (HAS) has emerged as the dominant standard for streaming videos over the best …
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
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 …
decade. HTTP Adaptive Streaming (HAS) systems provide a framework which enables …