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Abstract            Volume:10  Issue-11  Year-2022         Original Research Articles


Online ISSN : 2347 - 3215
Issues : 12 per year
Publisher : Excellent Publishers
Email : editorijcret@gmail.com

Cloud Computing-Based Data Processing and Energy Management Modeling in IoT Healthcare Systems
Sai Sathish Kethu1, Durai Rajesh Natarajan2, Sreekar Peddi3 and R. Hemnath4*
1NeuraFlash, Georgia, USA 2Estrada Consulting Inc, California, USA 3Tek Leaders, Texas, USA 4Kaamadhenu Arts and Science College, Sathyamangalam, India
*Corresponding author
Abstract:

The use of cloud computing for healthcare IoT is a new way of configuring data processing and management, facilitating real-time processing and data-driven decision-making. Data privacy, energy consumption, and computational efficiency are obstacles that will not fade anytime soon. This paper takes a holistic approach that integrates cloud computing for scalable data storage, energy-centered models for optimizing energy use, and advanced data processing approaches, (including Random Forest for feature selection, and Principal Component Analysis (PCA) for the extractive of features). The expectation is to provide a generational advancement in analyzing data related to healthcare, by creating energy sustainability, data security through cloud infrastructure, while using the cloud for advanced processing capabilities. The experimental results of the investigation show promising properties of improvement in reductions in energy consumption, storage gains, and overall system performance.

Keywords: Cloud Computing, Health Care, Random Forest, Principal Component Analysis, Energy-based Models.
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How to cite this article:

Sai Sathish Kethu, Durai Rajesh Natarajan, Sreekar Peddi and Hemnath, R. 2022. Cloud Computing-Based Data Processing and Energy Management Modeling in IoT Healthcare Systems.Int.J.Curr.Res.Aca.Rev. 10(11): 71-82
doi: https://doi.org/10.20546/ijcrar.2022.1011.008
Copyright: This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike license.


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