A Review of Efficient Real-Time Decision Making in the Internet of Things
A Review of Efficient Real-Time Decision Making in the Internet of Things
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DOI：
10.3390/technologies10010012
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发表时间：
2022-01
期刊：
影响因子：
3.6
通讯作者：
K. Kang
中科院分区：
文献类型：
--
作者：
K. Kang
物联网（IoT）的新兴应用，如智能交通、健康和能源，被认为将大大提高社会基础设施和个人生活质量。在这种创新的物联网应用中，具有成本效益的实时决策对于促进有效的交通管理和医疗保健等至关重要。在本文中，我们正式定义了物联网中的实时决策任务，回顾了旨在有效调度实时决策任务以满足其时间和数据新鲜度约束的尖端方法，回顾了物联网中高效传感器数据分析的最新方法，并讨论了未来的研究方向。
Emerging applications of IoT (the Internet of Things), such as smart transportation, health, and energy, are envisioned to greatly enhance the societal infrastructure and quality of life of individuals. In such innovative IoT applications, cost-efficient real-time decision-making is critical to facilitate, for example, effective transportation management and healthcare. In this paper, we formally define real-time decision tasks in IoT, review cutting-edge approaches that aim to efficiently schedule real-time decision tasks to meet their timing and data freshness constraints, review state-of-the-art approaches for efficient sensor data analytics in IoT, and discuss future research directions.