Over the past few years, the relevance of the Internet of Things (IoT) has grown significantly and is now a key component of many industrial processes and even a transparent participant in various activities performed in our daily life. IoT systems are subjected to changes in the dynamic environments they operate in. These changes (e.g. variations in bandwidth consumption or new devices joining/leaving) may impact the Quality of Service (QoS) of the IoT system. A number of self-adaptation strategies for IoT architectures to better deal with these changes have been proposed in the literature. Nevertheless, they focus on isolated types of changes. We lack a comprehensive view of the trade-offs of each proposal and how they could be combined to cope with simultaneous events of different types. In this paper, we identify, analyze, and interpret relevant studies related to IoT adaptation and develop a comprehensive and holistic view of the interplay of different dynamic events, their consequences on QoS, and the alternatives for the adaptation. To do so, we have conducted a systematic literature review of existing scientific proposals and defined a research agenda for the near future based on the findings and weaknesses identified in the literature.
翻译:过去几年来,物联网(IoT)的相关性大幅提高,现已成为许多工业过程的关键组成部分,甚至成为我们日常生活中各种活动的透明参与者,IoT系统在动态环境中受到变化的影响,这些变化(例如带宽消耗的变化或新装置的连接/离开)可能影响IoT系统的服务质量(Qos)。在文献中提出了一些IoT结构自我适应战略,以更好地处理这些变化。然而,它们侧重于孤立类型的变化。我们没有全面了解每项提案的取舍,以及如何将它们结合起来应对不同类型同时发生的事件。在本文中,我们查明、分析和解释与IoT适应有关的相关研究,并对不同动态事件的相互作用、其对Qos的影响以及适应的替代方法进行全面综合分析。为此,我们对现有科学提案进行了系统化的文献审查,并根据所查明的研究结果和文献中的弱点,确定了近期的研究议程。