vRetention: A User Viewing Dataset for Popular Video Streaming Services

BR Chen, J Zhu, Y Jiang, YC Hu - … of the 15th ACM Multimedia Systems …, 2024 - dl.acm.org
Adaptive bitrate streaming (ABR) and quality of experience (QoE) metrics are proposed to
enhance video streaming quality across various Internet connections. Traditional …

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 …

Online Profiling and Adaptation of Quality Sensitivity for Internet Video

Y Cheng, H Zhang, J Jiang - Proceedings of the 2023 ACM Symposium …, 2023 - dl.acm.org
A key to video streaming systems is knowing how sensitive quality of experience (QoE) is to
quality metrics (eg, buffering ratio and average bitrate). In the conventional wisdom, such …

QoE matters more than QoS: Why people stop watching cat videos

H Nam, KH Kim, H Schulzrinne - IEEE INFOCOM 2016-The …, 2016 - ieeexplore.ieee.org
With the proliferation of online video, measuring quality of experience (QoE) has become a
pivotal aspect for the analysis of today's over-the-top (OTT) video streaming. To monitor …

Impact of quality factors on users' viewing behaviors in adaptive bitrate streaming services

S Takahashi, K Yamagishi, P Lebreton… - … on Quality of …, 2019 - ieeexplore.ieee.org
Adaptive bitrate streaming services for mobile terminals have drastically spread in recent
years, and it is becoming more important for service providers to increase users' satisfaction …

Qrator: An Interest-Aware Approach to ABR Streaming Based on User Engagement

D Lee, M Joo, W Lee - IEEE Systems Journal, 2022 - ieeexplore.ieee.org
Conventional approaches to adaptive bitrate (ABR) streaming fail to further improve the
quality of experience (QoE) as they are indifferent to video semantics and user behaviors by …

Assessing the quality-of-experience of adaptive bitrate video streaming

Z Duanmu, W Liu, Z Li, D Chen, Z Wang… - arXiv preprint arXiv …, 2020 - arxiv.org
The diversity of video delivery pipeline poses a grand challenge to the evaluation of
adaptive bitrate (ABR) streaming algorithms and objective quality-of-experience (QoE) …

Towards perceptually optimized end-to-end adaptive video streaming

CG Bampis, Z Li, I Katsavounidis, TY Huang… - arXiv preprint arXiv …, 2018 - arxiv.org
Measuring Quality of Experience (QoE) and integrating these measurements into video
streaming algorithms is a multi-faceted problem that fundamentally requires the design of …

Understanding the impact of video quality on user engagement

F Dobrian, V Sekar, A Awan, I Stoica… - ACM SIGCOMM …, 2011 - dl.acm.org
As the distribution of the video over the Internet becomes main-stream and its consumption
moves from the computer to the TV screen, user expectation for high quality is constantly …

Improving ABR video streaming design with systematic QoE measurement and cross layer analysis

S Xu - 2020 - deepblue.lib.umich.edu
Adaptive Bitrate streaming (ABR) has been widely adopted by mobile video services to
deliver satisfying Quality of Experience (QoE) over cellular network with time-varying …