物联网环境下的边缘计算:水平和垂直Linux容器迁移

Corentin Dupont, R. Giaffreda, Luca Capra
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引用次数: 66

摘要

近年来,物联网的发展在很大程度上得到了云计算能力并行发展的支持。云计算提供了弹性和按需计算能力,能够托管和支持关键的物联网功能。然而,连接对象的激增带来了所产生数据的机密性问题。这种扩散也威胁到支持网络的性能。为了解决这些问题,研究团体最近转向了雾计算。在本文中,我们提出了CIoud4IoT,一个能够执行物联网功能的水平(漫游)和垂直(卸载)迁移的平台。我们使用Kubernetes集群组织在三个层:云,边缘和物联网网关来实现我们的演示。我们的第一个用例展示了如何在医疗保健数据利用的背景下使用物联网功能漫游。第二个用例利用了我们平台的物联网卸载能力来优化机械发动机的远程诊断。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Edge computing in IoT context: Horizontal and vertical Linux container migration
In recent years, the development of the Internet of Things (IoT) has largely been supported by the parallel development of the Cloud computing capacities. Cloud computing offered elastic and on-demand computing power able to host and support crucial IoT functions. However, the proliferation of connected objects poses the problem of the confidentiality of the data produced. This proliferation also threatens the performances of the supporting networks. To tackle those problems, the research community has recently turned to Fog Computing. In this paper, we present CIoud4IoT, a platform able to perform horizontal (roaming) and vertical (offloading) migration of IoT functions. We implement our demonstration using a Kubernetes cIuster organised in three tiers: Cloud, Edge and IoT gateways. Our first use cases shows how IoT function roaming can be used in the context of health care data exploitation. The second use case exploits the IoT offloading capacity of our platform to optimize the remote diagnostic of mechanical engines.
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