SAVI-IoT: A Self-Managing Containerized IoT Platform

Hamzeh Khazaei, H. Bannazadeh, A. Leon-Garcia
{"title":"SAVI-IoT: A Self-Managing Containerized IoT Platform","authors":"Hamzeh Khazaei, H. Bannazadeh, A. Leon-Garcia","doi":"10.1109/FiCloud.2017.27","DOIUrl":null,"url":null,"abstract":"Internet of Things (IoT) as a service is the ultimate goal of employing cloud computing paradigm for initiating IoT application scenarios. Due to the nature of IoT ecosystems, an IoT application should be distributed, programmable and autonomic; also, it requires to support heterogeneity, security and privacy by following design patterns involved in creating IoT systems. A multi-layer cloud architecture comprising of a high-capacity core center that is connected, through high speed links, to geographically distributed smart edges seem appropriate for highly distributed and heterogeneous IoT applications. Building upon our previous initiatives and inspired by the Infrastructure as Code (IoC) paradigm, in this paper, we propose and evaluate a hierarchical, programmable and autonomic IoT platform based on the microservice models. Our platform supports big data, local/edge data processing, high level of programmability and runtime autonomic management. The autonomic management system ensures the service availability, quality of service and optimized resource utilization in the whole IoT application components autonomously. The primary results affirm a promising future of our platform toward realization of IoT as a service.","PeriodicalId":115925,"journal":{"name":"2017 IEEE 5th International Conference on Future Internet of Things and Cloud (FiCloud)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"30","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 IEEE 5th International Conference on Future Internet of Things and Cloud (FiCloud)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/FiCloud.2017.27","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 30

Abstract

Internet of Things (IoT) as a service is the ultimate goal of employing cloud computing paradigm for initiating IoT application scenarios. Due to the nature of IoT ecosystems, an IoT application should be distributed, programmable and autonomic; also, it requires to support heterogeneity, security and privacy by following design patterns involved in creating IoT systems. A multi-layer cloud architecture comprising of a high-capacity core center that is connected, through high speed links, to geographically distributed smart edges seem appropriate for highly distributed and heterogeneous IoT applications. Building upon our previous initiatives and inspired by the Infrastructure as Code (IoC) paradigm, in this paper, we propose and evaluate a hierarchical, programmable and autonomic IoT platform based on the microservice models. Our platform supports big data, local/edge data processing, high level of programmability and runtime autonomic management. The autonomic management system ensures the service availability, quality of service and optimized resource utilization in the whole IoT application components autonomously. The primary results affirm a promising future of our platform toward realization of IoT as a service.
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
save -IoT:一个自我管理的容器物联网平台
物联网即服务是采用云计算范式启动物联网应用场景的最终目标。由于物联网生态系统的性质,物联网应用应该是分布式的、可编程的和自主的;此外,它需要通过遵循创建物联网系统所涉及的设计模式来支持异质性、安全性和隐私性。由高容量核心中心组成的多层云架构,通过高速链路连接到地理上分布式的智能边缘,似乎适合高度分布式和异构的物联网应用。在我们之前的倡议的基础上,并受到基础设施即代码(IoC)范式的启发,在本文中,我们提出并评估了基于微服务模型的分层、可编程和自主的物联网平台。我们的平台支持大数据、本地/边缘数据处理、高水平的可编程性和运行时自治管理。自主管理系统自主保障整个物联网应用组件的服务可用性、服务质量和资源优化利用。初步结果肯定了我们平台在实现物联网即服务方面的美好未来。
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
Edge-Supported Approximate Analysis for Long Running Computations A Holistic Monitoring Service for Fog/Edge Infrastructures: A Foresight Study Intelligent Checkpointing Strategies for IoT System Management Production Deployment Tools for IaaSes: An Overall Model and Survey An Empirical Study of Cultural Dimensions and Cybersecurity Development
×
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