IoTDeploy:通过计算连续性部署物联网智能应用

IF 6 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Francis Borges Oliveira , Marco Di Felice , Carlos Kamienski
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引用次数: 0

摘要

物联网智能应用催生了对架构、基础设施、平台、协调和服务部署策略的需求。它们从传感器到云的部署跨越了地理和计算的连续性,这对服务协调和 DevOps 战略是一个挑战。实施端到端数据路径的分布式基础架构可能各不相同,即使是类似的应用,在雾、雾、边缘和云阶段部署的服务也不尽相同。本文提出并评估了 IoTDeploy,这是一种用于简化和扩展静态和动态连续物联网服务部署的解决方案。IoTDeploy 实现了一个 CI/CD 工具插件,用于部署在连续体上运行的应用程序,并支持动态服务迁移。我们以农业智能灌溉为例,评估了从云到雾和从雾到云的服务迁移。实验结果表明,在物联网分布式环境中进行部署既可靠又有弹性,能够在不中断应用和丢失数据的情况下实现迁移。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
IoTDeploy: Deployment of IoT Smart Applications over the Computing Continuum

IoT Smart Applications have created a demand for architectures, infrastructure, platforms, orchestration, and service deployment strategies. They are deployed from sensors to the cloud over a geographical and computing continuum, which is challenging for service orchestration and DevOps strategies. The distributed infrastructure to implement the end-to-end data path may vary, even for similar applications, concerning the services deployed over the mist, fog, edge, and cloud stages. This paper proposes and evaluates IoTDeploy, a solution for streamlining and scaling static and dynamic IoT service deployment over the continuum. IoTDeploy implements a CI/CD tool plugin for deploying applications running on the continuum and supports dynamic service migration. We evaluated the service migration from cloud to fog and fog to cloud with a case study on smart irrigation in agriculture. The experiments reveal that deployment in IoT-distributed environments is reliable and resilient, enabling migration without interrupting the application and losing data.

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来源期刊
Internet of Things
Internet of Things Multiple-
CiteScore
3.60
自引率
5.10%
发文量
115
审稿时长
37 days
期刊介绍: Internet of Things; Engineering Cyber Physical Human Systems is a comprehensive journal encouraging cross collaboration between researchers, engineers and practitioners in the field of IoT & Cyber Physical Human Systems. The journal offers a unique platform to exchange scientific information on the entire breadth of technology, science, and societal applications of the IoT. The journal will place a high priority on timely publication, and provide a home for high quality. Furthermore, IOT is interested in publishing topical Special Issues on any aspect of IOT.
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