Adaptive bitrate streaming in wireless networks with transcoding at network edge using deep reinforcement learning

Y Guo, FR Yu, J An, K Yang, C Yu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Adaptive bitrate (ABR) streaming has been used in wireless networks to deal with the time-
varying wireless channels. Traditionally, wireless video is fetched from remote Internet …

Vantage: optimizing video upload for time-shifted viewing of social live streams

D Ray, J Kosaian, KV Rashmi, S Seshan - Proceedings of the ACM …, 2019 - dl.acm.org
Social live video streaming (SLVS) applications are becoming increasingly popular with the
rise of platforms such as Facebook-Live, YouTube-Live, Twitch and Periscope. A key …

VRCT: A viewport reconstruction-based 360 video caching solution for tile-adaptive streaming

Z Ye, Q Li, X Ma, D Zhao, Y Jiang, L Ma… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
360° video streaming demands higher bandwidth and lower latency than conventional
videos. Some solutions employ tile-adaptive 360° video streaming and edge caching …

CSI: Inferring mobile ABR video adaptation behavior under HTTPS and QUIC

S Xu, S Sen, ZM Mao - … of the Fifteenth European Conference on …, 2020 - dl.acm.org
Mobile video streaming services have widely adopted Adaptive Bitrate (ABR) streaming to
dynamically adapt the streaming quality to variable network conditions. A wide range of third …

Empowerment of Atypical Viewers via Low-Effort Personalized Modeling of Video Streaming Quality

L Peroni, S Gorinsky, F Tashtarian… - Proceedings of the ACM …, 2023 - dl.acm.org
Quality of Experience (QoE) and QoE models are of an increasing importance to networked
systems. The traditional QoE modeling for video streaming applications builds a one-size-fits …

Dissecting the performance of VR video streaming through the VR-EXP experimentation platform

RITDC Filho, MC Luizelli, S Petrangeli… - ACM Transactions on …, 2019 - dl.acm.org
To cope with the massive bandwidth demands of Virtual Reality (VR) video streaming, both
the scientific community and the industry have been proposing optimization techniques such …

Delay-sensitive and power-efficient quality control of dynamic video streaming using adaptive super-resolution

M Choi, WJ Yun, J Kim - arXiv preprint arXiv:2110.05783, 2021 - arxiv.org
In a decade, the adaptive quality control of video streaming and the super-resolution (SR)
technique have been deeply explored. As edge devices improved to have exceptional …

OASIS: Collaborative Neural-Enhanced Mobile Video Streaming

S Jin, R Zhu, A Hassan, X Zhu, X Zhang… - Proceedings of the 15th …, 2024 - dl.acm.org
Neural-enhanced video streaming (eg, super-resolution) is an ongoing revolution which can
provide extremely high-quality video streaming services breaking the restriction of …

BETA: bandwidth-efficient temporal adaptation for video streaming over reliable transports

C James, M Wang, E Halepovic - … of the 10th ACM Multimedia Systems …, 2019 - dl.acm.org
To cope with diverse network conditions, HTTP Adaptive Streaming (HAS) enables video
players to dynamically change the video quality throughout the video stream. However …

Time-Scalable Low-Latency Video Bitrate Adaptation

H Jiang, Y Liu, Y Wang - 2021 IEEE International Conference …, 2021 - ieeexplore.ieee.org
High-quality real-time video requires large bandwidth and low latency. These requirements
bring huge challenges to network performance. In this paper, a dynamically balanced …