一种特定于领域的语言,用于基于模拟的物联网边缘到云解决方案测试

Jia Li, S. Nejati, M. Sabetzadeh, Michael McCallen
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引用次数: 3

摘要

物联网(IoT)在应急响应、智慧城市和自动驾驶汽车等领域日益普及。模拟在物联网系统的测试中起着关键作用,需要注意的是,对一个完整的物联网产品进行现场测试可能是不可行的,或者成本过高。在本文中,我们提出了一种用于生成边缘到云模拟器的领域特定语言(DSL)。边缘到云模拟器执行与云应用程序通信的大量边缘设备的功能。我们的DSL名为IoTECS,是与物联网分析公司Cheetah Networks合作项目的结果。推动IoTECS的工业用例是通过将云应用置于连接到边缘的物联网设备的极端负载下来确保云应用的可扩展性。我们使用Xtext实现IoTECS,并经验性地评估其实用性。我们进一步反思吸取的教训。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A domain-specific language for simulation-based testing of IoT edge-to-cloud solutions
The Internet of things (IoT) is increasingly prevalent in domains such as emergency response, smart cities and autonomous vehicles. Simulation plays a key role in the testing of IoT systems, noting that field testing of a complete IoT product may be infeasible or prohibitively expensive. In this paper, we propose a domain-specific language (DSL) for generating edge-to-cloud simulators. An edge-to-cloud simulator executes the functionality of a large array of edge devices that communicate with cloud applications. Our DSL, named IoTECS, is the result of a collaborative project with an IoT analytics company, Cheetah Networks. The industrial use case that motivates IoTECS is ensuring the scalability of cloud applications by putting them under extreme loads from IoT devices connected to the edge. We implement IoTECS using Xtext and empirically evaluate its usefulness. We further reflect on the lessons learned.
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