Stick: A harmonious fusion of buffer-based and learning-based approach for adaptive streaming

T Huang, C Zhou, RX Zhang, C Wu… - IEEE INFOCOM 2020 …, 2020 - ieeexplore.ieee.org
Off-the-shelf buffer-based approaches leverage a simple yet effective buffer-bound to control
the adaptive bitrate (ABR) streaming system. Nevertheless, such approaches in standard …

AI in video analysis, production and streaming delivery

A Jayanthiladevi, AG Raj, R Narmadha… - Journal of Physics …, 2020 - iopscience.iop.org
Video technologies evolve steadily with the evolution of machine learning and artificial
intelligence which use cloud platform and video transcoding for better video production …

MPTCP+: Enhancing adaptive http video streaming over multipath

J Zhao, J Liu, C Zhang, Y Cui, Y Jiang… - 2020 IEEE/ACM 28th …, 2020 - ieeexplore.ieee.org
This paper presents a systematic study on adaptive streaming over MPTCP. We start from
realworld experiments with Dynamic Adaptive Streaming over HTTP (DASH) and analysis …

Joint qos control and bitrate selection for video streaming based on multi-agent reinforcement learning

H **, Q Wang, S Li, J Chen - 2020 IEEE 16th International …, 2020 - ieeexplore.ieee.org
Limited network resource and explosive growth in video services have made the networks
resource scheduling and adaptive video streaming control even more important for the multi …

Enhancing qoe for mobile users by environment-aware http adaptive streaming

W Zhang, H He, S Ye, Z Wang, Q Zheng - Sensors, 2018 - mdpi.com
HTTP adaptive streaming (HAS) has become a dominated media streaming paradigm in
today's Internet, which enriches the user's experience by matching the video quality with the …

Reinforcement Learning Based Adaptive Video Streaming on Named Data Networking

S Awiphan, J Bootkrajang… - 2020 IEEE 9th Global …, 2020 - ieeexplore.ieee.org
Under complex network conditions, adaptive video streaming requires additional state
information for optimal quality selection. In this paper, we present the applicability of …

Mitigation of Cold Start Problem in Experience-Based Adaptive Streaming over NDN

S Awiphan, J Bootkrajang, K Poobai… - 2021 IEEE 10th Global …, 2021 - ieeexplore.ieee.org
Dynamic adaptive streaming over NDN typically relies on past information of network
conditions and streaming quality. In this paper, we address the cold start problem associated …

MUCH: Priority-based Collaborative Multi-Channel HTTP Adaptive Streaming

B Qi, W Zhang, C Yang, Q Zheng - 2019 IEEE 23rd …, 2019 - ieeexplore.ieee.org
HTTP adaptive streaming (HAS) provides an effective means to deploy media streaming
applications over today's Internet. A major challenge in develo** such an application is …