IoT Bugs and Development Challenges

Amir Makhshari, A. Mesbah
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引用次数: 42

Abstract

IoT systems are rapidly adopted in various domains, from embedded systems to smart homes. Despite their growing adoption and popularity, there has been no thorough study to understand IoT development challenges from the practitioners' point of view. We provide the first systematic study of bugs and challenges that IoT developers face in practice, through a large-scale empirical investigation. We collected 5,565 bug reports from 91 representative IoT project repositories and categorized a random sample of 323 based on the observed failures, root causes, and the locations of the faulty components. In addition, we conducted nine interviews with IoT experts to uncover more details about IoT bugs and to gain insight into IoT developers' challenges. Lastly, we surveyed 194 IoT developers to validate our findings and gain further insights. We propose the first bug taxonomy for IoT systems based on our results. We highlight frequent bug categories and their root causes, correlations between them, and common pitfalls and challenges that IoT developers face. We recommend future directions for IoT areas that require research and development attention.
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物联网漏洞和开发挑战
物联网系统迅速应用于从嵌入式系统到智能家居的各个领域。尽管它们的采用和普及程度越来越高,但从从业者的角度来看,还没有深入的研究来理解物联网发展的挑战。通过大规模的实证调查,我们首次对物联网开发人员在实践中面临的漏洞和挑战进行了系统研究。我们从91个具有代表性的物联网项目存储库中收集了5565个bug报告,并根据观察到的故障、根本原因和故障组件的位置,随机抽取了323个样本进行分类。此外,我们对物联网专家进行了九次采访,以揭示有关物联网漏洞的更多细节,并深入了解物联网开发人员面临的挑战。最后,我们调查了194个物联网开发人员,以验证我们的发现并获得进一步的见解。根据我们的研究结果,我们提出了物联网系统的第一个漏洞分类。我们强调了常见的错误类别及其根本原因,它们之间的相关性,以及物联网开发人员面临的常见陷阱和挑战。我们为需要研发关注的物联网领域推荐了未来的发展方向。
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