Adaptive Video Streaming via Deep Reinforcement Learning from User Trajectory Preferences

2020 IEEE 39th International Performance Computing and Communications Conference (IPCCC) ◽

10.1109/ipccc50635.2020.9391533 ◽

2020 ◽

Author(s):

Qingyu Xiao ◽

Jin Ye ◽

Chengjie Pang ◽

Liangdi Ma ◽

Wengchao Jiang

Keyword(s):

Reinforcement Learning ◽

Video Streaming ◽

Adaptive Video Streaming ◽

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Optimized bitrate ladders for adaptive video streaming with deep reinforcement learning

10.1145/3405837.3411387 ◽

2020 ◽

Author(s):

Tianchi Huang ◽

Lifeng Sun

Keyword(s):

Reinforcement Learning ◽

Video Streaming ◽

Adaptive Video Streaming ◽

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HotDASH: Hotspot Aware Adaptive Video Streaming Using Deep Reinforcement Learning

2018 IEEE 26th International Conference on Network Protocols (ICNP) ◽

10.1109/icnp.2018.00026 ◽

2018 ◽

Author(s):

Satadal Sengupta ◽

Niloy Ganguly ◽

Sandip Chakraborty ◽

Pradipta De

Keyword(s):

Reinforcement Learning ◽

Video Streaming ◽

Adaptive Video Streaming ◽

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Adaptive Video Streaming With Edge Caching and Video Transcoding Over Software-Defined Mobile Networks: A Deep Reinforcement Learning Approach

IEEE Transactions on Wireless Communications ◽

10.1109/twc.2019.2955129 ◽

2020 ◽

Vol 19 (3) ◽

pp. 1577-1592 ◽

Author(s):

Jia Luo ◽

F. Richard Yu ◽

Qianbin Chen ◽

Lun Tang

Keyword(s):

Reinforcement Learning ◽

Video Streaming ◽

Mobile Networks ◽

Video Transcoding ◽

Learning Approach ◽

Adaptive Video Streaming ◽

Adaptive Video ◽

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Adaptive Video Streaming in Software-Defined Mobile Networks: A Deep Reinforcement Learning Approach

2019 IEEE Global Communications Conference (GLOBECOM) ◽

10.1109/globecom38437.2019.9013634 ◽

2019 ◽

Author(s):

Jia Luo ◽

F. Richard Yu ◽

Qianbin Chen ◽

Lun Tang ◽

Zhicai Zhang

Keyword(s):

Reinforcement Learning ◽

Video Streaming ◽

Mobile Networks ◽

Learning Approach ◽

Adaptive Video Streaming ◽

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DNN Based Adaptive Video Streaming Using Combination of Supervised Learning and Reinforcement Learning

Communications in Computer and Information Science - Computer Vision and Image Processing ◽

10.1007/978-981-15-4018-9_13 ◽

2020 ◽

pp. 143-154

Author(s):

Karan Rakesh ◽

Luckraj Shrawan Kumar ◽

Rishabh Mittar ◽

Prasenjit Chakraborty ◽

P. A. Ankush ◽

...

Keyword(s):

Reinforcement Learning ◽

Supervised Learning ◽

Video Streaming ◽

Adaptive Video Streaming ◽

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Adaptive Video Streaming for Massive MIMO Networks via Approximate MDP and Reinforcement Learning

IEEE Transactions on Wireless Communications ◽

10.1109/twc.2020.2995944 ◽

2020 ◽

Vol 19 (9) ◽

pp. 5716-5731

Author(s):

Qiao Lan ◽

Bojie Lv ◽

Rui Wang ◽

Kaibin Huang ◽

Yi Gong

Keyword(s):

Reinforcement Learning ◽

Video Streaming ◽

Massive Mimo ◽

Adaptive Video Streaming ◽

Mimo Networks ◽

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Reinforcement Learning Based Adaptive Video Streaming on Named Data Networking

2020 IEEE 9th Global Conference on Consumer Electronics (GCCE) ◽

10.1109/gcce50665.2020.9292037 ◽

2020 ◽

Author(s):

Suphakit Awiphan ◽

Jakramate Bootkrajang ◽

Jiro Katto

Keyword(s):

Reinforcement Learning ◽

Video Streaming ◽

Named Data Networking ◽

Adaptive Video Streaming ◽

Adaptive Video ◽

Data Networking

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Latency Aware Adaptive Video Streaming using Ensemble Deep Reinforcement Learning

Proceedings of the 27th ACM International Conference on Multimedia ◽

10.1145/3343031.3356071 ◽

2019 ◽

Author(s):

Yin Zhao ◽

Qi-Wei Shen ◽

Wei Li ◽

Tong Xu ◽

Wei-Hua Niu ◽

...

Keyword(s):

Reinforcement Learning ◽

Video Streaming ◽

Adaptive Video Streaming ◽

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Adaptive Video Streaming Using Bandwidth Estimation for 3.5G Mobile Network

IEICE Transactions on Communications ◽

10.1587/transcom.e92.b.3893 ◽

2009 ◽

Vol E92-B (12) ◽

pp. 3893-3902

Author(s):

Hyeong-Min NAM ◽

Chun-Su PARK ◽

Seung-Won JUNG ◽

Sung-Jea KO

Keyword(s):

Video Streaming ◽

Mobile Network ◽

Bandwidth Estimation ◽

Adaptive Video Streaming ◽

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An automated model for the assessment of QoE of adaptive video streaming over wireless networks

Multimedia Tools and Applications ◽

10.1007/s11042-021-10934-9 ◽

2021 ◽

Author(s):

Miran Taha ◽

Aree Ali ◽

Jaime Lloret ◽

Paulo R. L. Gondim ◽

Alejandro Canovas

Keyword(s):

Wireless Networks ◽

Video Streaming ◽

Adaptive Video Streaming ◽

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