Research on multidimensional dynamic defense strategy for microservice based on deep reinforcement learning

Research on multidimensional dynamic defense strategy for microservice based on deep reinforcement learning

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Aiming at the problem that it is hard for security defense strategies in cloud native to guarantee the quality of service under dynamic requests, a multidimensional dynamic defense strategy for microservice based on deep reinforcement learning, named D2RA strategy, was proposed to provide dynamic co...

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Bibliographic Details
Main Authors: Dacheng ZHOU, Hongchang CHEN, Weizhen HE, Guozhen CHENG, Hongchao HU
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2023-04-01
Series:Tongxin xuebao
Subjects:
microservice
cloud native
dynamic defense
reinforcement learning
deep Q-network
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023077/

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http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023077/

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