{"title":"分布式系统中基于遗传算法的软件组件智能部署策略","authors":"Hongzhen Zhang, Bo Jiang, Hong-xun Xu","doi":"10.1117/12.2574600","DOIUrl":null,"url":null,"abstract":"This paper studies the deployment strategy for software components in distributed systems. Based on genetic algorithms, Intelligent Deployment Strategy is designed to optimize the allocation and deployment of software components to make distributed systems achieve load balancing and high efficiency. Simulation results show that using Intelligent Deployment Strategy can realize better allocation of system resources than common Round-Robin Scheduling strategy.","PeriodicalId":90079,"journal":{"name":"... International Workshop on Pattern Recognition in NeuroImaging. International Workshop on Pattern Recognition in NeuroImaging","volume":"29 1","pages":"115260H - 115260H-7"},"PeriodicalIF":0.0000,"publicationDate":"2020-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Intelligent deployment strategy based on genetic algorithm for software components in distributed system\",\"authors\":\"Hongzhen Zhang, Bo Jiang, Hong-xun Xu\",\"doi\":\"10.1117/12.2574600\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper studies the deployment strategy for software components in distributed systems. Based on genetic algorithms, Intelligent Deployment Strategy is designed to optimize the allocation and deployment of software components to make distributed systems achieve load balancing and high efficiency. Simulation results show that using Intelligent Deployment Strategy can realize better allocation of system resources than common Round-Robin Scheduling strategy.\",\"PeriodicalId\":90079,\"journal\":{\"name\":\"... International Workshop on Pattern Recognition in NeuroImaging. International Workshop on Pattern Recognition in NeuroImaging\",\"volume\":\"29 1\",\"pages\":\"115260H - 115260H-7\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-06-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"... International Workshop on Pattern Recognition in NeuroImaging. International Workshop on Pattern Recognition in NeuroImaging\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1117/12.2574600\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"... International Workshop on Pattern Recognition in NeuroImaging. International Workshop on Pattern Recognition in NeuroImaging","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1117/12.2574600","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Intelligent deployment strategy based on genetic algorithm for software components in distributed system
This paper studies the deployment strategy for software components in distributed systems. Based on genetic algorithms, Intelligent Deployment Strategy is designed to optimize the allocation and deployment of software components to make distributed systems achieve load balancing and high efficiency. Simulation results show that using Intelligent Deployment Strategy can realize better allocation of system resources than common Round-Robin Scheduling strategy.