PDAS: probability-driven adaptive streaming for short video

C Zhou, Y Ban, Y Zhao, L Guo, B Yu - Proceedings of the 30th ACM …, 2022 - dl.acm.org
To improve Quality of Experience (QoE) for short video applications, most commercial
companies adopt preloading and adaptive streaming technologies concurrently. Though …

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 …

Bandwidth-efficient multi-video prefetching for short video streaming

X Zuo, Y Li, M Xu, WT Ooi, J Liu, J Jiang… - Proceedings of the 30th …, 2022 - dl.acm.org
Applications that allow sharing of user-created short videos exploded in popularity in recent
years. A typical short video application allows a user to swipe away the current video being …

Swipe along: a measurement study of short video services

S Zhu, T Karagioules, E Halepovic… - Proceedings of the 13th …, 2022 - dl.acm.org
Short videos have recently emerged as a popular form of short-duration User Generated
Content (UGC) within modern social media. Short video content is generally less than a …

Network-aware prefetching method for short-form video streaming

D Nguyen, P Nguyen, V Long… - 2022 IEEE 24th …, 2022 - ieeexplore.ieee.org
Recent years have witnessed the rising of short-form video platforms such as TikTok. Apart
from conventional videos, short-form videos are much shorter and users frequently change …

Sprinkle Prebuffer Strategy to Improve Quality of Experience with Less Data Wastage in Short-Form Video Streaming

CM Tran, T Nguyen Duc, NG Bach, PX Tan, E Kamioka - Electronics, 2022 - mdpi.com
In mobile short-form video streaming, the video application usually provides the user with a
playlist of recommended videos to be played one by one. In order to prevent playback stalls …

[HTML][HTML] Short video preloading via domain knowledge assisted deep reinforcement learning

Y Xie, Y Zhang, T Lin, Z Pan, SZ Qian, B Jiang… - Digital Communications …, 2024 - Elsevier
Short video applications like TikTok have seen significant growth in recent years. One
common behavior of users on these platforms is watching and swiping through videos …

Uncovering the Hidden Data Costs of Mobile YouTube Video Ads

E Atique, SS Alam, H Ahmad, IA Qazi… - Proceedings of the ACM …, 2024 - dl.acm.org
Popular video streaming platforms attract a large number of global marketers who use the
platform to advertise their services. While benefiting platforms and advertisers, users are …

Joint Preloading and Bitrate Adaptation for Short Video Streaming

NT Phong, TT Huong, PN Nam, TC Thang… - IEEE …, 2023 - ieeexplore.ieee.org
Short videos have become one of the most popular content mobile users consume
nowadays. However, unlike traditional videos, users watch many short videos each time and …

A Data-Driven Framework for TCP to Achieve Flexible QoS Control in Mobile Data Networks

J Yao, K Liu, T Liang, TA Benson… - 2023 IEEE/ACM 31st …, 2023 - ieeexplore.ieee.org
Learning-based approaches have shown their great potential to adapt themselves to various
environments (eg, PCC and Sprout). Unfortunately, they do not consistently achieve superior …