Adaptive video streaming with automatic quality-of-experience optimization

G Zhang, J Zhang, Y Liu, H Hu, JYB Lee… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Video streaming has grown tremendously in recent years and it is now one of the main
applications on the Internet. Due to the networks' inherent bandwidth fluctuations, various …

A unified framework for automatic quality-of-experience optimization in mobile video streaming

Y Liu, JYB Lee - IEEE INFOCOM 2016-The 35th Annual IEEE …, 2016 - ieeexplore.ieee.org
Mobile video streaming is one of the fastest growing applications in the mobile Internet.
Nevertheless, delivering high-quality streaming video over mobile networks remains a …

QoE-aware video adaptive streaming over HTTP

CT Dac, HTT Tran, TT Huong, S Tran… - 2020 IEEE Eighth …, 2021 - ieeexplore.ieee.org
In recent years, the demand for video streaming over Internet has been increasing so as it
exceeds the responsiveness of the network infrastructure. Beside improving the network …

HTTP Adaptive Streaming Framework with Online Reinforcement Learning

J Kang, K Chung - Applied Sciences, 2022 - mdpi.com
Dynamic adaptive streaming over HTTP (DASH) is an effective method for improving video
streaming's quality of experience (QoE). However, the majority of existing schemes rely on …

Quality of experience-centric management of adaptive video streaming services: Status and challenges

S Petrangeli, JVD Hooft, T Wauters… - ACM Transactions on …, 2018 - dl.acm.org
Video streaming applications currently dominate Internet traffic. Particularly, HTTP Adaptive
Streaming (HAS) has emerged as the dominant standard for streaming videos over the best …

Understanding and improving user engagement in adaptive video streaming

C Qiao, J Wang, Y Wang, Y Liu… - 2021 IEEE/ACM 29th …, 2021 - ieeexplore.ieee.org
Today's video service providers all desire to deeply understand the ever changing factors on
user QoE to attract more users. In this paper, we study the user engagement with respect to …

Qoe models for adaptive streaming: A comprehensive evaluation

D Nguyen, N Pham Ngoc, TC Thang - Future Internet, 2022 - mdpi.com
Adaptive streaming has become a key technology for various multimedia services, such as
online learning, mobile streaming, Internet TV, etc. However, because of throughput …

A quality-of-experience database for adaptive video streaming

Z Duanmu, A Rehman, Z Wang - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The dynamic adaptive streaming over HTTP provides an inter-operable solution to
overcome the volatile network conditions, but its complex characteristic brings new …

Comyco: Quality-aware adaptive video streaming via imitation learning

T Huang, C Zhou, RX Zhang, C Wu, X Yao… - Proceedings of the 27th …, 2019 - dl.acm.org
Learning-based Adaptive Bit Rate~(ABR) method, aiming to learn outstanding strategies
without any presumptions, has become one of the research hotspots for adaptive streaming …

Client intelligence for adaptive streaming solutions

D Jarnikov, T Özçelebi - Signal Processing: Image Communication, 2011 - Elsevier
In state-of-the-art adaptive streaming solutions, to cope with varying network conditions, the
client side can switch between several video copies encoded at different bit-rates during …