scholarly journals Quality of Experience-Centric Management of Adaptive Video Streaming Services

Author(s):  
Stefano Petrangeli ◽  
Jeroen Van Der Hooft ◽  
Tim Wauters ◽  
Filip De Turck
Author(s):  
Christos G. Bampis ◽  
Zhi Li ◽  
Ioannis Katsavounidis ◽  
Te-Yuan Huang ◽  
Chaitanya Ekanadham ◽  
...  

2018 ◽  
Vol 64 (2) ◽  
pp. 474-487 ◽  
Author(s):  
Zhengfang Duanmu ◽  
Abdul Rehman ◽  
Zhou Wang

2019 ◽  
Vol 9 (11) ◽  
pp. 2297
Author(s):  
Kyeongseon Kim ◽  
Dohyun Kwon ◽  
Joongheon Kim ◽  
Aziz Mohaisen

As the demand for over-the-top and online streaming services exponentially increases, many techniques for Quality of Experience (QoE) provisioning have been studied. Users can take actions (e.g., skipping) while streaming a video. Therefore, we should consider the viewing pattern of users rather than the network condition or video quality. In this context, we propose a proactive content-loading algorithm for improving per-user personalized preferences using multinomial softmax classification. Based on experimental results, the proposed algorithm has a personalized per-user content waiting time that is significantly lower than that of competing algorithms.


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