[HTML][HTML] 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 …

[HTML][HTML] A holistic survey of multipath wireless video streaming

S Afzal, V Testoni, CE Rothenberg, P Kolan… - Journal of Network and …, 2023 - Elsevier
Demand for wireless video streaming services increases with users expecting to access
high-quality video streaming experiences. Ensuring Quality of Experience (QoE) is quite …

Catching the Moment With LoL in Twitch-Like Low-Latency Live Streaming Platforms

A Bentaleb, MN Akcay, M Lim… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Our earlier Low-on-Latency (dubbed as LoL) solution offered an accurate bandwidth
prediction and rate adaptation algorithm tailored for live streaming applications that targeted …

Online learning for low-latency adaptive streaming

T Karagkioules, R Mekuria, D Griffioen… - Proceedings of the 11th …, 2020 - dl.acm.org
Achieving low-latency is paramount for live streaming scenarios, that are now-days
becoming increasingly popular. In this paper, we propose a novel algorithm for bitrate …

When they go high, we go low: low-latency live streaming in dash. js with LoL

M Lim, MN Akcay, A Bentaleb, AC Begen… - Proceedings of the 11th …, 2020 - dl.acm.org
Live streaming remains a challenge in the adaptive streaming space due to the stringent
requirements for not just quality and rebuffering, but also latency. Many solutions have been …

Intense: In-depth studies on stall events and quality switches and their impact on the quality of experience in http adaptive streaming

B Taraghi, M Nguyen, H Amirpour, C Timmerer - IEEE Access, 2021 - ieeexplore.ieee.org
With the recent growth of multimedia traffic over the Internet and emerging multimedia
streaming service providers, improving Quality of Experience (QoE) for HTTP Adaptive …

Performance analysis of collaborative real-time video quality of service prediction with machine learning algorithms

L Babooram, TP Fowdur - International Journal of Data Science and …, 2024 - Springer
With the exponential rise in the development, deployment and use of Internet applications in
recent years, communication paradigms are continuously flooded with unmatched …

: Optimized Delivery Architecture for HTTP Low-Latency Live Streaming

F Tashtarian, A Bentaleb, A Erfanian… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
While most of the HTTP adaptive streaming (HAS) traffic continues to be video-on-demand
(VoD), more users have started generating and delivering live streams with high quality …

Learning Accurate Network Dynamics for Enhanced Adaptive Video Streaming

J Yin, H Chen, Y Xu, Z Ma, X Xu - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The adaptive bitrate (ABR) algorithm plays a crucial role in ensuring satisfactory quality of
experience (QoE) in video streaming applications. Most existing approaches, either rule …

Stallion: Video adaptation algorithm for low-latency video streaming

C Gutterman, B Fridman, T Gilliland, Y Hu… - Proceedings of the 11th …, 2020 - dl.acm.org
As video traffic continues to dominate the Internet, interest in near-second low-latency
streaming has increased. Existing low-latency streaming platforms rely on using tens of …