Dynamic heterogeneous scheduling method based on Stackelberg game model in container cloud
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 meth...
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| Format: | Article |
| Language: | English |
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POSTS&TELECOM PRESS Co., LTD
2021-06-01
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| Series: | 网络与信息安全学报 |
| Subjects: | |
| Online Access: | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2021063 |
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| _version_ | 1841529861585240064 |
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| author | Wei ZENG Hongchao HU Lingshu LI Shumin HUO |
| author_facet | Wei ZENG Hongchao HU Lingshu LI Shumin HUO |
| author_sort | Wei ZENG |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-242b8d0b3fac47e0a01d3df78843152d |
| institution | Kabale University |
| issn | 2096-109X |
| language | English |
| publishDate | 2021-06-01 |
| publisher | POSTS&TELECOM PRESS Co., LTD |
| record_format | Article |
| series | 网络与信息安全学报 |
| spelling | doaj-art-242b8d0b3fac47e0a01d3df78843152d2025-01-15T03:14:49ZengPOSTS&TELECOM PRESS Co., LTD网络与信息安全学报2096-109X2021-06-0179510459563720Dynamic heterogeneous scheduling method based on Stackelberg game model in container cloudWei ZENGHongchao HULingshu LIShumin HUOContainer 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.http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2021063cloud securitycontainer schedulingStackelberg gamemoving target defense |
| spellingShingle | Wei ZENG Hongchao HU Lingshu LI Shumin HUO Dynamic heterogeneous scheduling method based on Stackelberg game model in container cloud 网络与信息安全学报 cloud security container scheduling Stackelberg game moving target defense |
| title | Dynamic heterogeneous scheduling method based on Stackelberg game model in container cloud |
| title_full | Dynamic heterogeneous scheduling method based on Stackelberg game model in container cloud |
| title_fullStr | Dynamic heterogeneous scheduling method based on Stackelberg game model in container cloud |
| title_full_unstemmed | Dynamic heterogeneous scheduling method based on Stackelberg game model in container cloud |
| title_short | Dynamic heterogeneous scheduling method based on Stackelberg game model in container cloud |
| title_sort | dynamic heterogeneous scheduling method based on stackelberg game model in container cloud |
| topic | cloud security container scheduling Stackelberg game moving target defense |
| url | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2021063 |
| work_keys_str_mv | AT weizeng dynamicheterogeneousschedulingmethodbasedonstackelberggamemodelincontainercloud AT hongchaohu dynamicheterogeneousschedulingmethodbasedonstackelberggamemodelincontainercloud AT lingshuli dynamicheterogeneousschedulingmethodbasedonstackelberggamemodelincontainercloud AT shuminhuo dynamicheterogeneousschedulingmethodbasedonstackelberggamemodelincontainercloud |