PTFIC - Patient Health Tracking through Fog Enabled Internet of Things Network Using Optimized Classifier
Keywords:
IoT; Fog; Cloud Network; Confidence Classifier; Patient Monitoring.Abstract
The network creates a lot of data, which may be saved and processed by a cloud system, though Internet of Things (IoT) technology reinforced with a fog-enabled cloud computing system to monitor remotely. The data transit between the user and the cloud is processed to generate the communication, internet service, and cloud storage function. To facilitate remote patient monitoring, we suggested PTFIC - patient health tracking over a fog-enabled Internet of Things network utilising an optimised confidence classifier and a fog layer at the gateway. The fog layer oversees patient data validation and transmission by utilising the classifier to analyse significant events by determining the health state.
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Kamini Pareek, Pradeep Kumar Tiwari and Vaibhav Bhatnagar, “Fog Computing in Healthcare: A Review”, IOP Publishing, 2020.
Ronita Rezapour, Parvaneh Asghari, Hamid Haj Seyyed Javadi, and Shamsollah Ghanbari, “Security in fog computing: A systematic review on issues, challenges and solutions”, 2021.
Pedro H. Vilela, Joel J. P. C. Rodrigues, Rodrigo da R. Righi, Sergei Kozlov, and Vinicius F. Rodrigues, “Looking at Fog Computing for E-Health through the Lens of Deployment Challenges and Applications”, 30 April 2020.
Dong Xue, Shah Nazir, Zhiqiang Peng and Hizbullah Khattak, “Selection and Ranking of Fog Computing-Based IoT for Monitoring of Health Using the Analytic Network Approach”, Hindawi Complexity Volume, 2021.
Dr. Lokesh, Dr. Mohamed Saleem, Bhupendra Kumar Swar, Saurav Kumar, and Rahul Sharma, “Cloud Computing: The Emerging Technology”, International Research Journal of Modernization in Engineering Technology and Science, Volume:04, Issue:10, October-2022.
Julien Gedeon, Jens Heuschkel, Lin Wang, and Max Muhlhauser, “Fog Computing: Current Research and Future Challenges”, 2020.
Manoj Kumar Sasubilli, and Venkateswarlu R, “Cloud Computing Security Challenges, Threats and Vulnerabilities”, International Conference on Inventive Computation Technologies(ICICT), 2021.
Gladwell Murigi, and Morrisson Mutuku, “Security Issues and Challenges in Cloud Computing among Public Institutions in Africa”, Journal of Business and Management Sciences, Vol. 10, No. 3, 2022.
Pratik Narendra Gulhane, and Aditi Rajesh Nimodiya, “A Review Paper on Cloud Computing”, International Advanced Research Journal in Science, Engineering and Technology(IARJSET), Vol. 9, Issue 2, February 2022.
Emoghene Ogidiaka, Francisca Nonyelum Ogwueleka, Martins Ekata Irhebhude, and Ugochi Orji, “Local Cloud Computing Service Adoption in Nigeria: Challenges and Solutions”, I.J. Information Technology and Computer Science, 2022.
T Ragotham Reddy, and T. Aruna, “Challenges and Issues in Correlation of Iot and Cloud Computing: Review”, Central Asian Journal of Theoretical and Applied Sciences, Volume: 03, Issue: 04, Apr 2022.
Rafia Islam, Vishnu Vardhan Patamsetti, Aparna Gadhi, Ragha Madhavi Gondu, Chinna Manikanta Bandaru, Sai Chaitanya Kesani, and Olatunde Abiona, “The Future of Cloud Computing: Benefits and Challenges”, Int. J. Communications, Network and System Sciences, Apr. 17, 2023.
Amanpreet Kaur Sandhu, “Big Data with Cloud Computing: Discussions and Challenges”, March 2022.
Nesma Abd El-Mawla, and Hegazi Ibrahim, “Green Cloud Computing, Applications, Challenges and Future Research Directions”, Nile Journal of Communication &Computer Science, Volume 2, Number 1, February 2022.
Nesma Abd El-Mawla, and Hegazi Ibrahim, “Green Cloud Computing, Applications, Challenges and Future Research Directions”, Nile Journal of Communication &Computer Science, Volume 2, Number 1, February 2022.
Rupinder Kaur, “Cloud Computing in Science and Technology: A Review”, International Journal of Science and Research (IJSR), Volume 11, Issue 5, May 2022.
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