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Internet of Things as Complex Networks
IEEE NETWORK ( IF 6.8 ) Pub Date : 2021-06-08 , DOI: 10.1109/mnet.011.2000537
Xing Wu , Jianjia Wang , Peng Li , Xiliang Luo , Yang Yang

In the past few years, the development of complex networks has stimulated great interest in the study of the principles and mechanisms underlying the Internet of things (IoT). Complex networks have led to significant advances in such an active research field and have been proposed to tackle the associated challenges. From a systematic perspective, complex networks pursue new ways to represent, characterize, and analyze the connections and interactions between a huge volume of sensors, actuators, and processors. The theoretical framework and computational tools for complex networks derive new approaches in analyzing IoT architectures, networks, and services. The convergence of empirical and computational advances opens new frontiers of IoT governance and management, covering network dynamics, resource allocation, and task scheduling across heterogeneous networks. We explore the latest technical trends in modelling and analyzing IoT systems with complex networks to provide a better systematic view and more comprehensive understanding of a variety of IoT technologies spanning from sensors and networks to applications and services.

中文翻译:


物联网作为复杂网络



过去几年,复杂网络的发展激发了人们对物联网(IoT)底层原理和机制研究的极大兴趣。复杂网络在这一活跃的研究领域取得了重大进展,并被提议解决相关挑战。从系统的角度来看,复杂网络寻求新的方法来表示、表征和分析大量传感器、执行器和处理器之间的连接和交互。复杂网络的理论框架和计算工具衍生出分析物联网架构、网络和服务的新方法。经验和计算进步的融合开辟了物联网治理和管理的新领域,涵盖异构网络的网络动态、资源分配和任务调度。我们探索对具有复杂网络的物联网系统进行建模和分析的最新技术趋势,以提供更好的系统视图和对从传感器和网络到应用程序和服务的各种物联网技术的更全面的理解。
更新日期:2021-06-08
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