Software-defined networking QoS optimization based on deep reinforcement learning

To solve the problem that the QoS optimization schemes which based on heuristic algorithm degraded often due to the mismatch between parameters and network characteristics in software-defined networking scenarios,a software-defined networking QoS optimization algorithm based on deep reinforcement le...

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Bibliographic Details

Published in:	Tongxin xuebao
Main Authors:	Julong LAN, Xueshuai ZHANG, Yuxiang HU, Penghao SUN
Format:	Article
Language:	Chinese
Published:	Editorial Department of Journal on Communications 2019-12-01
Subjects:	software-defined networking;deep reinforcement learning;long short-term memory;quality of service
Online Access:	http://www.joconline.com.cn/thesisDetails#10.11959/j.issn.1000-436x.2019227