Enhancing Cloud Survival: Strategies Leveraging Diversity and Redundancy of Virtual Machine

被引：0
|
作者：
Mahmud, Adiba [1 ]
Nazrul, Samiha [1 ]
Rahman, Mohammad [1 ]
Wu, Fan [1 ]
机构：
[1] Tuskegee Univ, Comp Sci, Tuskegee, AL 36088 USA
来源：
2024 IEEE CLOUD SUMMIT, CLOUD SUMMIT 2024 | 2024年
基金：
美国国家科学基金会;
关键词：
Diversity; Redundancy; Survival probability; Virtual Machine (VM); Operating System (OS);
D O I：
10.1109/Cloud-Summit61220.2024.00033
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
This research investigates the influence of virtual machine diversity and redundancy on the survival probability of cloud systems under attack over a specified period. We have formulated the problem by applying game theory to achieve maximum payoff and employing a tree diagram to integrate the sequential attack strategy systematically. Through simulations, we demonstrate the effectiveness of integrating diversity and redundancy in enhancing system survival probability. Furthermore, this research presents a cost analysis to guide the optimal selection of system configurations that achieve the highest survival probability within budget constraints.
引用
收藏
页码：157 / 162
页数：6
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