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[HTML][HTML] A survey of machine learning techniques for video quality prediction from quality of delivery metrics
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
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 …
Online learning for low-latency adaptive streaming
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 …
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 …
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 …
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 …
recent years, communication paradigms are continuously flooded with unmatched …
: 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 …
Learning Accurate Network Dynamics for Enhanced Adaptive Video Streaming
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 …
experience (QoE) in video streaming applications. Most existing approaches, either rule …
Stallion: Video adaptation algorithm for low-latency video streaming
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 …
streaming has increased. Existing low-latency streaming platforms rely on using tens of …