@article{ART003054143},
author={Sunghyuck Hong},
title={Research study on cognitive IoT platform for fog computing in industrial Internet of Things},
journal={Journal of Internet of Things and Convergence},
issn={2466-0078},
year={2024},
volume={10},
number={1},
pages={69-75},
doi={10.20465/KIOTS.2024.10.1.069}
TY - JOUR
AU - Sunghyuck Hong
TI - Research study on cognitive IoT platform for fog computing in industrial Internet of Things
JO - Journal of Internet of Things and Convergence
PY - 2024
VL - 10
IS - 1
PB - The Korea Internet of Things Society
SP - 69
EP - 75
SN - 2466-0078
AB - This paper proposes an innovative cognitive IoT framework specifically designed for fog computing (FC) in the context of industrial Internet of Things (IIoT). The discourse in this paper is centered on the intricate design and functional architecture of the Cognitive IoT platform. A crucial feature of this platform is the integration of machine learning (ML) and artificial intelligence (AI), which enhances its operational flexibility and compatibility with a wide range of industrial applications. An exemplary application of this platform is highlighted through the Predictive Maintenance-as-a-Service (PdM-as-a-Service) model, which focuses on real-time monitoring of machine conditions. This model transcends traditional maintenance approaches by leveraging real-time data analytics for maintenance and management operations. Empirical results substantiate the platform’s effectiveness within a fog computing milieu, thereby illustrating its transformative potential in the domain of industrial IoT applications. Furthermore, the paper delineates the inherent challenges and prospective research trajectories in the spheres of Cognitive IoT and Fog Computing within the ambit of Industrial Internet of Things (IIoT).
KW - Cognitive Internet of Things;Fog Computing;Industrial Internet of Things;Predictive Maintenance;Machine Learning and Artificial Intelligence
DO - 10.20465/KIOTS.2024.10.1.069
ER -
Sunghyuck Hong. (2024). Research study on cognitive IoT platform for fog computing in industrial Internet of Things. Journal of Internet of Things and Convergence, 10(1), 69-75.
Sunghyuck Hong. 2024, "Research study on cognitive IoT platform for fog computing in industrial Internet of Things", Journal of Internet of Things and Convergence, vol.10, no.1 pp.69-75. Available from: doi:10.20465/KIOTS.2024.10.1.069
Sunghyuck Hong "Research study on cognitive IoT platform for fog computing in industrial Internet of Things" Journal of Internet of Things and Convergence 10.1 pp.69-75 (2024) : 69.
Sunghyuck Hong. Research study on cognitive IoT platform for fog computing in industrial Internet of Things. 2024; 10(1), 69-75. Available from: doi:10.20465/KIOTS.2024.10.1.069
Sunghyuck Hong. "Research study on cognitive IoT platform for fog computing in industrial Internet of Things" Journal of Internet of Things and Convergence 10, no.1 (2024) : 69-75.doi: 10.20465/KIOTS.2024.10.1.069
Sunghyuck Hong. Research study on cognitive IoT platform for fog computing in industrial Internet of Things. Journal of Internet of Things and Convergence, 10(1), 69-75. doi: 10.20465/KIOTS.2024.10.1.069
Sunghyuck Hong. Research study on cognitive IoT platform for fog computing in industrial Internet of Things. Journal of Internet of Things and Convergence. 2024; 10(1) 69-75. doi: 10.20465/KIOTS.2024.10.1.069
Sunghyuck Hong. Research study on cognitive IoT platform for fog computing in industrial Internet of Things. 2024; 10(1), 69-75. Available from: doi:10.20465/KIOTS.2024.10.1.069
Sunghyuck Hong. "Research study on cognitive IoT platform for fog computing in industrial Internet of Things" Journal of Internet of Things and Convergence 10, no.1 (2024) : 69-75.doi: 10.20465/KIOTS.2024.10.1.069
