Dynamic Resource Allocation Algorithm for Container-Based Service Computing

Ye Tao, Xiaodong Wang, Xiaowei Xu, Yinong Chen
{"title":"Dynamic Resource Allocation Algorithm for Container-Based Service Computing","authors":"Ye Tao, Xiaodong Wang, Xiaowei Xu, Yinong Chen","doi":"10.1109/ISADS.2017.20","DOIUrl":null,"url":null,"abstract":"Cloud computing and virtualization technologies play important roles in modern service-oriented computing paradigm. More conventional services are being migrated to virtualized computing environments to achieve flexible deployment and high availability. We introduce a schedule algorithm based on fuzzy inference system (FIS), for global container resource allocation by evaluating nodes' statuses using FIS. We present the approaches to build containerized test environment and validates the effectiveness of the resource allocation policies by running sample use cases. Experiment results show that the presented infrastructure and schema derive optimal resource configurations and significantly improves the performance of the cluster.","PeriodicalId":303882,"journal":{"name":"2017 IEEE 13th International Symposium on Autonomous Decentralized System (ISADS)","volume":"82 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"29","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 IEEE 13th International Symposium on Autonomous Decentralized System (ISADS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISADS.2017.20","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 29

Abstract

Cloud computing and virtualization technologies play important roles in modern service-oriented computing paradigm. More conventional services are being migrated to virtualized computing environments to achieve flexible deployment and high availability. We introduce a schedule algorithm based on fuzzy inference system (FIS), for global container resource allocation by evaluating nodes' statuses using FIS. We present the approaches to build containerized test environment and validates the effectiveness of the resource allocation policies by running sample use cases. Experiment results show that the presented infrastructure and schema derive optimal resource configurations and significantly improves the performance of the cluster.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
基于容器的服务计算动态资源分配算法
云计算和虚拟化技术在现代面向服务的计算范式中扮演着重要的角色。更多的传统服务正在迁移到虚拟化计算环境中,以实现灵活的部署和高可用性。提出了一种基于模糊推理系统(FIS)的调度算法,通过模糊推理系统评估节点的状态,实现全局容器资源的分配。我们提出了构建容器化测试环境的方法,并通过运行样例用例来验证资源分配策略的有效性。实验结果表明,所提出的架构和模式得到了最优的资源配置,显著提高了集群的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
A Versatile Simulation Model of Agile Production by Autonomous Systems Inverse Innovation: Ripple Railway Model to Acquire Local Industries Based on User’s Viewpoint in Thailand Massive-Scale Automation in Cyber-Physical Systems: Vision & Challenges An On-line Fault Diagnosis Method for Gas Engine Using AP Clustering Autonomous Control Technique for Gradual Systems Expansion
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1