基于禁忌搜索算法的云计算资源分配管理研究

Imran Alam, M. Pandey, S. Rautaray
{"title":"基于禁忌搜索算法的云计算资源分配管理研究","authors":"Imran Alam, M. Pandey, S. Rautaray","doi":"10.9734/BPI/CTMCS/V6/11081D","DOIUrl":null,"url":null,"abstract":"Cloud computing is an emerging technology that provides computing resources depending on user demand. Some policies can be used to schedule this demand or supply of resources. The management of resource allocation should supply resources in a shorter time and at a lower cost. The services provided by cloud computing are software as service, platform as service and infrastructure as service. A dynamic optimised resource allocation management algorithm is designed in this paper based on three factors: optimum solution, deadline constraint, and cost constraint. The algorithm employs the Tabu Search Algorithm, which is then followed by prioritisation and task grouping.","PeriodicalId":364643,"journal":{"name":"Current Topics on Mathematics and Computer Science Vol. 6","volume":"37 5","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Study on Proposed Resource Allocation Management for Cloud Computing Using Tabu Search Algorithm\",\"authors\":\"Imran Alam, M. Pandey, S. Rautaray\",\"doi\":\"10.9734/BPI/CTMCS/V6/11081D\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Cloud computing is an emerging technology that provides computing resources depending on user demand. Some policies can be used to schedule this demand or supply of resources. The management of resource allocation should supply resources in a shorter time and at a lower cost. The services provided by cloud computing are software as service, platform as service and infrastructure as service. A dynamic optimised resource allocation management algorithm is designed in this paper based on three factors: optimum solution, deadline constraint, and cost constraint. The algorithm employs the Tabu Search Algorithm, which is then followed by prioritisation and task grouping.\",\"PeriodicalId\":364643,\"journal\":{\"name\":\"Current Topics on Mathematics and Computer Science Vol. 6\",\"volume\":\"37 5\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-07-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Current Topics on Mathematics and Computer Science Vol. 6\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.9734/BPI/CTMCS/V6/11081D\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Current Topics on Mathematics and Computer Science Vol. 6","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.9734/BPI/CTMCS/V6/11081D","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

云计算是一种根据用户需求提供计算资源的新兴技术。可以使用一些策略来安排资源的需求或供应。资源配置管理应以更短的时间和更低的成本提供资源。云计算提供的服务是软件即服务、平台即服务和基础设施即服务。本文基于最优解、期限约束和成本约束三个因素,设计了一种动态优化资源分配管理算法。该算法采用禁忌搜索算法,然后进行优先级排序和任务分组。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Study on Proposed Resource Allocation Management for Cloud Computing Using Tabu Search Algorithm
Cloud computing is an emerging technology that provides computing resources depending on user demand. Some policies can be used to schedule this demand or supply of resources. The management of resource allocation should supply resources in a shorter time and at a lower cost. The services provided by cloud computing are software as service, platform as service and infrastructure as service. A dynamic optimised resource allocation management algorithm is designed in this paper based on three factors: optimum solution, deadline constraint, and cost constraint. The algorithm employs the Tabu Search Algorithm, which is then followed by prioritisation and task grouping.
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