了解智能家居系统中的设备集成bug

Tao Wang, Kangkang Zhang, Wei Chen, Wensheng Dou, Jiaxin Zhu, Jun Wei, Tao Huang
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引用次数: 2

摘要

智能设备在我们的日常生活中被广泛采用。一个智能家居系统,例如home Assistant和openHAB,可以配备数百甚至数千个智能设备。智能家居系统通过各种设备集成与智能设备通信,每个设备集成负责特定类型的设备。开发高质量的设备集成是一项具有挑战性的任务,开发人员必须正确处理不同设备的异构性、意外异常等。我们发现,设备集成错误,即iBugs,是普遍存在的,并造成了各种后果,例如,导致设备不可用,意外的设备行为。本文首先对目前最流行的开源智能家居系统Home Assistant中的330个iBugs进行了实证研究。我们调查其根本原因、触发条件、影响和修复方法。从我们的研究中,我们获得了许多有趣的发现和经验教训,对设备集成开发人员和智能家居系统设计人员有帮助。我们的研究可以为智能家居系统中ibug的防治开辟新的研究方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Understanding device integration bugs in smart home system
Smart devices have been widely adopted in our daily life. A smart home system, e.g., Home Assistant and openHAB, can be equipped with hundreds and even thousands of smart devices. A smart home system communicates with smart devices through various device integrations, each of which is responsible for a specific kind of devices. Developing high-quality device integrations is a challenging task, in which developers have to properly handle the heterogeneity of different devices, unexpected exceptions, etc. We find that device integration bugs, i.e., iBugs, are prevalent and have caused various consequences, e.g., causing devices unavailable, unexpected device behaviors. In this paper, we conduct the first empirical study on 330 iBugs in Home Assistant, the most popular open source smart home system. We investigate their root causes, trigger conditions, impacts, and fixes. From our study, we obtain many interesting findings and lessons that are helpful for device integration developers and smart home system designers. Our study can open up new research directions for combating iBugs in smart home systems.
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