A survey on bitrate adaptation schemes for streaming media over HTTP

A Bentaleb, B Taani, AC Begen… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
In this survey, we present state-of-the-art bitrate adaptation algorithms for HTTP adaptive
streaming (HAS). As a key distinction from other streaming approaches, the bitrate …

Adaptive bitrate selection: A survey

Y Sani, A Mauthe, C Edwards - IEEE Communications Surveys …, 2017 - ieeexplore.ieee.org
HTTP adaptive streaming (HAS) is the most recent attempt regarding video quality
adaptation. It enables cheap and easy to implement streaming technology without the need …

Improving fairness, efficiency, and stability in http-based adaptive video streaming with festive

J Jiang, V Sekar, H Zhang - … of the 8th international conference on …, 2012 - dl.acm.org
Many commercial video players rely on bitrate adaptation logic to adapt the bitrate in
response to changing network conditions. Past measurement studies have identified issues …

Probe and adapt: Rate adaptation for HTTP video streaming at scale

Z Li, X Zhu, J Gahm, R Pan, H Hu… - IEEE journal on …, 2014 - ieeexplore.ieee.org
Today, the technology for video streaming over the Internet is converging towards a
paradigm named HTTP-based adaptive streaming (HAS), which brings two new features …

What happens when HTTP adaptive streaming players compete for bandwidth?

S Akhshabi, L Anantakrishnan, AC Begen… - Proceedings of the 22nd …, 2012 - dl.acm.org
With an increasing demand for high-quality video content over the Internet, it is becoming
more likely that two or more adaptive streaming players share the same network bottleneck …

OnRL: improving mobile video telephony via online reinforcement learning

H Zhang, A Zhou, J Lu, R Ma, Y Hu, C Li… - Proceedings of the 26th …, 2020 - dl.acm.org
Machine learning models, particularly reinforcement learning (RL), have demonstrated great
potential in optimizing video streaming applications. However, the state-of-the-art solutions …

SDNDASH: Improving QoE of HTTP adaptive streaming using software defined networking

A Bentaleb, AC Begen, R Zimmermann - Proceedings of the 24th ACM …, 2016 - dl.acm.org
HTTP adaptive streaming (HAS) is being adopted with increasing frequency and becoming
the de-facto standard for video streaming. However, the client-driven, on-off adaptation …

Server-based traffic shaping for stabilizing oscillating adaptive streaming players

S Akhshabi, L Anantakrishnan, C Dovrolis… - Proceeding of the 23rd …, 2013 - dl.acm.org
Prior work has shown that two or more adaptive streaming players can be unstable when
they compete for bandwidth. The root cause of the instability problem is that, in Steady-State …

An evaluation of bitrate adaptation methods for HTTP live streaming

TC Thang, HT Le, AT Pham… - IEEE Journal on Selected …, 2014 - ieeexplore.ieee.org
HTTP streaming has become a cost-effective means for multimedia delivery nowadays. For
adaptivity to networks and terminals, a provider should generate multiple representations of …

Loki: improving long tail performance of learning-based real-time video adaptation by fusing rule-based models

H Zhang, A Zhou, Y Hu, C Li, G Wang… - Proceedings of the 27th …, 2021 - dl.acm.org
Maximizing the quality of experience (QoE) for real-time video is a long-standing challenge.
Traditional video transport protocols, represented by a few deterministic rules, can hardly …