{"title":"基于ICS算法的计算任务调度策略","authors":"Zongfeng Zou, Chen Liu","doi":"10.1109/ICAA53760.2021.00117","DOIUrl":null,"url":null,"abstract":"In view of the shortage of low resource utilization in cloud data center, this paper has carried out a lot of research on task scheduling in cloud computing environment, and proposed a cloud computing task scheduling algorithm based on ICS algorithm. In this model, the cuckoo search algorithm is improved by fitness threshold and adaptive step size, and a multi-objective function cloud computing task scheduling model is established, and a linearly weighted optimization function is constructed by the total execution time and total task cost indexes of all tasks. Compared with the other three main algorithms, the ICS algorithm is more effective in solving the task scheduling problem.","PeriodicalId":121879,"journal":{"name":"2021 International Conference on Intelligent Computing, Automation and Applications (ICAA)","volume":"58 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Computing Task Scheduling Strategy Based on ICS Algorithm\",\"authors\":\"Zongfeng Zou, Chen Liu\",\"doi\":\"10.1109/ICAA53760.2021.00117\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In view of the shortage of low resource utilization in cloud data center, this paper has carried out a lot of research on task scheduling in cloud computing environment, and proposed a cloud computing task scheduling algorithm based on ICS algorithm. In this model, the cuckoo search algorithm is improved by fitness threshold and adaptive step size, and a multi-objective function cloud computing task scheduling model is established, and a linearly weighted optimization function is constructed by the total execution time and total task cost indexes of all tasks. Compared with the other three main algorithms, the ICS algorithm is more effective in solving the task scheduling problem.\",\"PeriodicalId\":121879,\"journal\":{\"name\":\"2021 International Conference on Intelligent Computing, Automation and Applications (ICAA)\",\"volume\":\"58 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 International Conference on Intelligent Computing, Automation and Applications (ICAA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICAA53760.2021.00117\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 International Conference on Intelligent Computing, Automation and Applications (ICAA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICAA53760.2021.00117","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Computing Task Scheduling Strategy Based on ICS Algorithm
In view of the shortage of low resource utilization in cloud data center, this paper has carried out a lot of research on task scheduling in cloud computing environment, and proposed a cloud computing task scheduling algorithm based on ICS algorithm. In this model, the cuckoo search algorithm is improved by fitness threshold and adaptive step size, and a multi-objective function cloud computing task scheduling model is established, and a linearly weighted optimization function is constructed by the total execution time and total task cost indexes of all tasks. Compared with the other three main algorithms, the ICS algorithm is more effective in solving the task scheduling problem.