舰艇公共计算环境虚拟机优化部署策略研究  

Research on Optimal Deployment Strategy of Virtual Machines in Warship Common Computing Environment

作　　者：杨素雨 王君珺 朱伟[1] 闫仲秋 YANG Suyu;WANG Junjun;ZHU Wei;YAN Zhongqiu(Second Research Department,Jiangsu Automation Research Institute,Lianyungang 222061,China;Information System Room,Naval Major Project Management Center,Beijing 100071,China)

机构地区：[1]江苏自动化研究所第二研究部,江苏连云港222061 [2]海军重大项目管理中心信息室,北京100071

出　　处：《吉林大学学报(信息科学版)》2025年第1期134-142,共9页Journal of Jilin University(Information Science Edition)

基　　金：海军武器装备预先研究基金资助项目(3020902010101)。

摘　　要：由于舰艇公共计算环境是通过虚拟化技术整合计算存储资源,构建舰艇公共基础设施平台,但功耗较大。为降低舰艇公共计算环境的能耗水平,需要优化虚拟机部署策略,因此对比了常用的几种虚拟机优化部署方法,并提出一种基于改进花授粉算法的舰艇公共计算环境虚拟机部署策略。设计改进的最大最小距离法应用于初始种群生成过程,以提高初始解的质量。通过引入混合蛙跳算法,提出具有信息交换机制的局部搜索策略。同时,提出自适应切换概率策略,以平衡全局与局部授粉,生成虚拟机映射到服务器的优化部署方案。通过仿真实验验证,所提出的虚拟机部署优化策略能显著降低舰艇公共计算环境的能耗水平。The warship's common computing environment integrates computing and storage resources through virtualization technology to build a public infrastructure platform for warships.However,it is limited by the space and energy consumption requirements of the maritime combat platform.Optimizing the virtual machine deployment strategy is an important development to reduce the energy consumption level of the warship's common computing environment and improve basic resource support capabilities.Several commonly used virtual machine optimization deployment methods are compared and a virtual machine deployment strategy for warship's common computing environments is proposed based on an improved flower pollination algorithm.An improved maximum and minimum distance method is designed and applied to the initial population generation process to enhance the initial solution.To improve the quality,a local search strategy with an information exchange mechanism is proposed by introducing the hybrid frog leaping algorithm.And an adaptive switching probability strategy is proposed to balance global pollination and local pollination,and generate an optimized deployment plan for mapping virtual machines to servers.It is verified through simulation experiments that the proposed virtual machine deployment optimization strategy can significantly reduce the energy consumption level of the warship's common computing environment.

关 键 词：公共计算环境 能耗 虚拟机部署 花授粉算法 

分 类 号：TP302[自动化与计算机技术—计算机系统结构]