IoT Enabled Sensory Monitoring System for Fog Optimal Resource Provisioning Method in Health Monitoring System

نویسندگان

چکیده

Fog is data management and analytics service. In this paper gains most effective novel approach to provide IoT enabled services in healthcare application using Computing. research the collected from Google Scholar, Science Director MEDLINE database. based Computing techniques are proposed for delivering quality of user. Optimal Resource Provisioning method find edges, service level agreements administration client. The DeepQ residue information processing technique applied connecting centre cloud computing paradigms finding depth reference levels. resource provisioning algorithm examining dataset TensorFlow tool used simulating environment. layer consist sensor inputs, centres connected layers simulations. Deep belief network generated on above inputs 256 X 3 system 5000 trained data, 1000 test taken Each simulation recording supervised unsupervised learning methods. Based results enable systems provided 95% accuracy compared with existing our shows better efficiency respect safety convenience.

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ژورنال

عنوان ژورنال: International Journal on Recent and Innovation Trends in Computing and Communication

سال: 2023

ISSN: ['2321-8169']

DOI: https://doi.org/10.17762/ijritcc.v11i7s.6994