Optimised distributed sensor system for covid protocol monitoring using multiprocessor architecture

Covid Protocol Monitoring with Multiprocessor Architecture (CPMMA) is proposed in this study as an approach for implementing a Distributed Sensor System (DSS) for covid protocol monitoring utilising multiprocessor architecture. OpenMP and MPI were used to implement the distributed system's para...

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Bibliographic Details
Published in:Measurement. Sensors 2023-02, Vol.25, p.100653, Article 100653
Main Authors: Venkatraman, S., Goel, Navansh, Singaravelu, Mohanapriya, Namana, Sriram, Mohan, M., Rohith, G.
Format: Article
Language:English
Subjects:
Covid protocol monitoring
Distributed systems
Multiprocessor
Multithread
Sensor systems
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Summary:Covid Protocol Monitoring with Multiprocessor Architecture (CPMMA) is proposed in this study as an approach for implementing a Distributed Sensor System (DSS) for covid protocol monitoring utilising multiprocessor architecture. OpenMP and MPI were used to implement the distributed system's parallel programmes, with the OpenMP code working best when used with 60–100 threads in use. CPMMA distributed sensor data was efficiently processed by a multiprocessor with 16 cores. According to the results, using a multithreaded-multiprocessing architecture and optimised Support Vector Machine classifier, the proposed design greatly enhances computing efficiency. The results of our experiments suggest that our approach may significantly enhance computing performance while also delivering adequate outcomes in a short period of time.
ISSN:2665-9174
2665-9174
DOI:10.1016/j.measen.2022.100653