Deeplive: QoE Optimization for Live Video Streaming through Deep Reinforcement Learning

A new broad of video services that support live streaming has become tremendously popular in recent years. Compared with traditional video-on-demand (VOD) services, live video streaming has much higher requirements on Quality-of-Experience (QoE), including low rebuffering, high definition, low laten...

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Veröffentlicht in:	2019 IEEE 25th International Conference on Parallel and Distributed Systems (ICPADS) S. 827 - 831
Hauptverfasser:	Tian, Zhao, Zhao, Laiping, Nie, Lihai, Chen, Peiqi, Chen, Shuyu
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.12.2019
Schlagworte:	Adaptive systems Bit rate Deep reinforcement learning Heuristic algorithms live video streaming Low latency communication Optimization Oscillators QoE Quality of experience Training Videos
Online-Zugang:	Volltext
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