无服务器计算在物联网场景雾计算环境中的适用性

Marcel Großmann, Christos Ioannidis, D. Le
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引用次数: 17

摘要

有了交付软件的新范例,程序员的乌托邦即将成为现实,在那里他只关注应用程序的实现,而不受基础设施限制和部署考虑的干扰。目前,这一愿景得到了云提供商服务模型范式转变的支持,其中新的抽象层特别支持无服务器计算。此外,物联网(IoT)需要从云计算范式转变为雾计算视角,系统的功能需要在云到雾的连续体中进行分配。在这方面,我们分析了功能即服务(FaaS)框架在物联网服务平台- SensIoT上的适用性,该平台实际上监测环境因素。此外,我们还为廉价,节能的单板计算机提供功能,这些计算机如今迅速成为物联网的节点。我们通过分析支持FaaS的SensIoT的资源使用情况来评估我们的方法,并概述了无服务器计算、雾计算和物联网的结合是否会开启无云计算时代。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Applicability of Serverless Computing in Fog Computing Environments for IoT Scenarios
With new paradigms to deliver software, a programmer's utopia is close to becoming reality, where she only focuses on the realization of an application without messing around with infrastructural limitations and deployment considerations. Currently, this vision is supported by a paradigm shift of cloud providers' service models, where new abstraction layers enable in particular serverless computing. Besides, the Internet of Things (IoT) requires a shift from the cloud paradigms to a fog computing perspective, where the functionality of a system needs to be allocated in the cloud-to-fog-continuum. In this regard, we analyze the applicability of a Function as a Service (FaaS) framework on an IoT service platform - SensIoT, which actually monitors environmental factors. Additionally, we deliver functions to cheap, energy-efficient Single Board Computers, which nowadays rapidly emerge as nodes of the IoT. We evaluate our approach by analyzing the resource usages of a FaaS enabled SensIoT and give an outline whether the combination of serverless computing, fog computing, and the IoT is going to enable the era of cloudless computing.
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