Scientific Reports (Jan 2024)

Research on a new management model of distribution Internet of Things

  • Chao Chen,
  • Liwu Gong,
  • Xin Luo,
  • Fuwang Wang

DOI
https://doi.org/10.1038/s41598-024-51570-1
Journal volume & issue
Vol. 14, no. 1
pp. 1 – 12

Abstract

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Abstract Based on the characteristics of controllable intelligence of the Internet of Things (IoT) and the requirements of the new distribution Network for function and transmission delay, this study proposes a method of combining edge collaborative computing and distribution Network station area, and builds a distribution Network management structure model by combining the Packet Transport Network (PTN) Network structure. The multi-terminal node distribution model of distributed IoT is established. Finally, a distribution IoT management model is constructed based on the edge multi-node cooperative reasoning algorithm and collaborative computing architecture model. The purpose of this paper is to solve the problem of large reasoning delay caused by heavy computing tasks in distribution cloud servers. The final results show that the model reduces the inference delay of cloud computing when a large number of smart device terminals of distribution IoT are connected to the network.