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 …
[HTML][HTML] A holistic survey of multipath wireless video streaming
Demand for wireless video streaming services increases with users expecting to access
high-quality video streaming experiences. Ensuring Quality of Experience (QoE) is quite …
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 …
prediction and rate adaptation algorithm tailored for live streaming applications that targeted …
Intense: In-depth studies on stall events and quality switches and their impact on the quality of experience in http adaptive streaming
With the recent growth of multimedia traffic over the Internet and emerging multimedia
streaming service providers, improving Quality of Experience (QoE) for HTTP Adaptive …
streaming service providers, improving Quality of Experience (QoE) for HTTP Adaptive …
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 …
becoming increasingly popular. In this paper, we propose a novel algorithm for bitrate …
: Optimized Delivery Architecture for HTTP Low-Latency Live Streaming
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 …
(VoD), more users have started generating and delivering live streams with high quality …
When they go high, we go low: low-latency live streaming in dash. js with LoL
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 …
requirements for not just quality and rebuffering, but also latency. Many solutions have been …
Common media client data (cmcd) initial findings
In September 2020, the Consumer Technology Association (CTA) published the CTA-5004:
Common Media Client Data (CMCD) specification. Using this specification, a media client …
Common Media Client Data (CMCD) specification. Using this specification, a media client …
Data-driven bandwidth prediction models and automated model selection for low latency
Today's HTTP adaptive streaming solutions use a variety of algorithms to measure the
available network bandwidth and predict its future values. Bandwidth prediction, which is …
available network bandwidth and predict its future values. Bandwidth prediction, which is …
The ACM multimedia 2019 live video streaming grand challenge
G Yi, D Yang, A Bentaleb, W Li, Y Li, K Zheng… - Proceedings of the 27th …, 2019 - dl.acm.org
Live video streaming delivery over Dynamic Adaptive Video Streaming (DASH) is
challenging as it requires low end-to-end latency, is more prone to stall, and the receiver has …
challenging as it requires low end-to-end latency, is more prone to stall, and the receiver has …