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容器云中基于Stackelberg博弈的动态异构调度方法
引用本文:曾威,扈红超,李凌书,霍树民. 容器云中基于Stackelberg博弈的动态异构调度方法[J]. 网络与信息安全学报, 2021, 7(3): 95-104. DOI: 10.11959/j.issn.2096-109x.2021063
作者姓名:曾威  扈红超  李凌书  霍树民
作者单位:信息工程大学,河南 郑州 450001
基金项目:国家重点研发计划(2018YFB0804004);国家自然科学基金(62002383)
摘    要:容器技术以其灵活、高效的特性促进了云计算的快速发展,但同时引入了如同驻攻击、逃逸攻击和共模攻击等安全威胁.针对这些安全威胁,提出一种容器云中基于Stackelberg博弈的动态异构式调度方法.首先,构建异构镜像资源池以抑制云上基于共模漏洞的攻击扩散;进而,将攻防交互过程建模为Stackelberg博弈模型;最后,对攻防...

关 键 词:云安全  容器调度  Stackelberg博弈  移动目标防御

Dynamic heterogeneous scheduling method based on Stackelberg game model in container cloud
Wei ZENG,Hongchao HU,Lingshu LI,Shumin HUO. Dynamic heterogeneous scheduling method based on Stackelberg game model in container cloud[J]. Chinese Journal of Network and Information Security, 2021, 7(3): 95-104. DOI: 10.11959/j.issn.2096-109x.2021063
Authors:Wei ZENG  Hongchao HU  Lingshu LI  Shumin HUO
Affiliation:Information Engineering University, Zhengzhou 450001, China
Abstract:Container technology promotes the rapid development of cloud computing with its flexible and efficient features, but it also introduces security threats such as co-resident attacks, escape attacks, and common mode attacks.In response to these security threats, a dynamic heterogeneous scheduling method based on Stackelberg game in the container cloud was proposed.First, a heterogeneous mirrored resource pool is constructed to suppress the spread of attacks based on common-mode vulnerabilities on the cloud.Then, the offensive and defense interaction process is modeled as a Stackelberg game model.Finally, the offensive and defensive model is analyzed, and the system scheduling problem is modeled as a mixed integer non-linear programming problem to solve the system's optimal scheduling strategy.Experiments show that the proposed method can improve the defense effect of the cloud platform and reduce the system defense overhead.
Keywords:cloud security  container scheduling  Stackelberg game  moving target defense  
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