Short video streaming with data wastage awareness

G Zhang, K Liu, H Hu, J Guo - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Fueled by emerging short video applications (eg, TikTok), streaming short videos is now
ubiquitous among mobile users. A major problem in short video streaming is data wastage …

Duasvs: A mobile data saving strategy in short-form video streaming

G Zhang, J Zhang, K Liu, J Guo, JYB Lee… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Fueled by the emerging short video applications (eg, TikTok), streaming short-form videos
nowadays is ubiquitous among mobile users. During the viewing, one common action is to …

On data wastage in mobile video streaming

G Zhang, JYB Lee - 2018 IEEE Wireless Communications and …, 2018 - ieeexplore.ieee.org
Mobile video streaming is now ubiquitous among mobile users. This work investigated an
often-neglected problem-data wastage where downloaded video data were not played back …

A video-quality driven strategy in short video streaming

J Guo, G Zhang - Proceedings of the 24th International ACM Conference …, 2021 - dl.acm.org
In recent years, fueled by the rapid advances in high-speed mobile networks, streaming
short-form videos over mobile devices (eg, TikTok) is ubiquitous among mobile users …

Post-streaming wastage analysis–a data wastage aware framework in mobile video streaming

G Zhang, K Liu, H Hu, V Aggarwal… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Mobile video streaming is now ubiquitous among mobile users. This work investigates a less
studied and yet significant problem in mobile video streaming–data wastage, ie, some …

QUTY: Towards Better Understanding and Optimization of Short Video Quality

H Zhang, Y Ban, Z Guo, Z Xu, Q Ma, Y Wang… - Proceedings of the 14th …, 2023 - dl.acm.org
Short video applications such as TikTok and Instagram have attracted tremendous attention
recently. However, it is very limited for industry and academia to understand the user's …

Reparo: QoE-Aware Live Video Streaming in Low-Rate Networks by Intelligent Frame Recovery

F Wang, Q Li, W Shi, G Tyson, Y Jiang, L Ma… - Proceedings of the 31st …, 2023 - dl.acm.org
Live video streaming has grown dramatically in recent years. A key challenge is achieving
high video quality of experience (QoE) in low-rate networks. To tackle this problem, recent …

Dam: Deep reinforcement learning based preload algorithm with action masking for short video streaming

SZ Qian, Y Xie, Z Pan, Y Zhang, T Lin - Proceedings of the 30th ACM …, 2022 - dl.acm.org
Short video streaming has been increasingly popular in recent years. Due to its unique user
behavior of watching and sliding, a critical technique issue is to design a preload algorithm …

Towards joint loss and bitrate adaptation in realtime video streaming

D Zhang, K Shen, F Wang, D Wang… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Recent years have seen booming development of realtime streaming services, highly
improving user experience in remote work, online education, and entertainment. Unlike …

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 …