Survey on Machine Learning for Intelligent End-to-End Communication Toward 6G: From Network Access, Routing to Traffic Control and Streaming Adaption

The end-to-end quality of service (QoS) and quality of experience (QoE) guarantee is quite important for network optimization. The current 5G and conceived 6G network in the future with ultra high density, bandwidth, mobility and large scale brings urgent requirement of high efficient end-to-end opt...

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Bibliographic Details
Published in:	IEEE Communications surveys and tutorials Vol. 23; no. 3; pp. 1578 - 1598
Main Authors:	Tang, Fengxiao, Mao, Bomin, Kawamoto, Yuichi, Kato, Nei
Format:	Journal Article
Language:	English
Published:	IEEE 01.01.2021
Subjects:	6G mobile communication adaptive bitrate streaming (ABR) adaptive streaming control channel assignment congestion control deep learning (DL) End-to-end Heuristic algorithms machine learning (ML) Machine learning algorithms network access Quality of experience quality of experience (QoE) Quality of service quality of service (QoS) Reinforcement learning resource allocation Routing
ISSN:	2373-745X
Online Access:	Get full text
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