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QUVE: QoE Maximizing Framework for Video-Streaming

delete2017-02-01
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PRE
AI
T
Takuto Kimura *
M
Masahiro Yokota
A
Arifumi Matsumoto
K
Kazumichi Sato
H
Hiroshi Yamamoto
T
Takanori Hayashi
K
Kohei Shiomoto
DOI:10.1109/JSTSP.2016.2632060delete
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摘要

摘要

En 中文
As video-streaming services for mobile terminals are becoming more popular, the volume of mobile traffic is growing rapidly. To deliver traffic-heavy network services without degrading users' overall experience, one must examine service characteristics and end-to-end network conditions. In this paper, we propose QUVE, a framework for maximizing the user's quality of experience (QoE) of video streaming services. The QUVE framework consists of two key components: a QoE estimation model and QoE parameter estimation method. The QoE-estimation model is based on the rebuffering count and time, and content-encoding conditions. The QoE parameter-estimation method estimates forthcoming network quality and the corresponding rebuffering count and time that the user will experience. The effectiveness of this framework was demonstrated through a large-scale field trial for Niconico video service, one of the most popular video-streaming services in Japan. We gathered more than 1.4 billion pieces of feedback data from the in-service trial and found that our framework enhances user QoE by selecting the best encoding conditions suited for user network conditions.
Keyword:
Quality of experience
video streaming service
QoE maximization
QoE estimation
network quality estimation
rebuffering condition estimation
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期刊

IEEE Journal of Selected Topics in Signal Processing 封面图
IEEE Journal of Selected Topics in Signal Processing
IF:
13.7
论文数:
1.9K
被引数:
1.1W

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