物联网系统的部署:一项工业调查

Fahed Alkhabbas, Romina Spalazzese, M. Cerioli, Maurizio Leotta, G. Reggio
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引用次数: 14

摘要

物联网(IoT)系统是复杂且多方面的,其架构设计需要同时考虑许多方面。例如,设计决策涉及软件组件及其互连的建模,以及在Edge-Cloud连续体中的可用硬件基础设施中部署组件的位置。在此上下文中,一个相关且具有挑战性的任务是根据所涉及的所有不同方面确定最佳部署模型,例如系统的额外功能需求、涉及其处理和存储能力的硬件资源的异构性,以及法律问题和操作成本限制等约束。为了深入了解物联网系统在实践中的部署决策,以及影响这些决策的因素,我们报告了我们对来自全球18个国家的66位物联网架构师进行的一项工业调查。每位参与者填写了一份包含15个问题的问卷。通过分析收集到的数据,我们有两个主要发现:(i)在大多数物联网应用领域,架构师更依赖于云而不是边缘来部署物联网系统的软件组件;驱动部署决策的主要因素有四个:可靠性、性能、安全性和成本。
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On the Deployment of IoT Systems: An Industrial Survey
Internet of Things (IoT) systems are complex and multifaceted, and the design of their architectures needs to consider many aspects at a time. Design decisions concern, for instance, the modeling of software components and their interconnections, as well as where to deploy the components within the available hardware infrastructure in the Edge-Cloud continuum. A relevant and challenging task, in this context, is to identify optimal deployment models due to all the different aspects involved, such as extra-functional requirements of the system, heterogeneity of the hardware resources concerning their processing and storage capabilities, and constraints like legal issues and operational cost limits. To gain insights about the deployment decisions concerning IoT systems in practice, and the factors that influence those decisions, we report about an industrial survey we conducted with 66 IoT architects from 18 countries across the world. Each participant filled in a questionnaire that comprises 15 questions. By analyzing the collected data, we have two main findings: (i) architects rely on the Cloud more than the Edge for deploying the software components of IoT systems, in the majority of the IoT application domains; and (ii) the main factors driving deployment decisions are four: reliability, performance, security, and cost.
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