基于ICS算法的计算任务调度策略

Zongfeng Zou, Chen Liu
{"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}
引用次数: 1

摘要

针对云数据中心资源利用率低的不足,本文对云计算环境下的任务调度进行了大量研究,提出了一种基于ICS算法的云计算任务调度算法。在该模型中,通过适应度阈值和自适应步长对布谷鸟搜索算法进行改进,建立了多目标函数云计算任务调度模型,并利用所有任务的总执行时间和总任务代价指标构建了线性加权优化函数。与其他三种主要算法相比,ICS算法在解决任务调度问题方面更为有效。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信