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...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2023-02-01
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| Series: | Measurement: Sensors |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2665917422002872 |
| _version_ | 1828052032315981824 |
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| author | S. Venkatraman Navansh Goel Mohanapriya Singaravelu Sriram Namana M. Mohan G. Rohith |
| author_facet | S. Venkatraman Navansh Goel Mohanapriya Singaravelu Sriram Namana M. Mohan G. Rohith |
| author_sort | S. Venkatraman |
| collection | DOAJ |
| description | 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. |
| first_indexed | 2024-04-10T19:47:28Z |
| format | Article |
| id | doaj.art-8031f21bf140439db1d1bdc93a6c412d |
| institution | Directory Open Access Journal |
| issn | 2665-9174 |
| language | English |
| last_indexed | 2024-04-10T19:47:28Z |
| publishDate | 2023-02-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Measurement: Sensors |
| spelling | doaj.art-8031f21bf140439db1d1bdc93a6c412d2023-01-29T04:22:02ZengElsevierMeasurement: Sensors2665-91742023-02-0125100653Optimised distributed sensor system for covid protocol monitoring using multiprocessor architectureS. Venkatraman0Navansh Goel1Mohanapriya Singaravelu2Sriram Namana3M. Mohan4G. Rohith5School of Computer Science and Engineering (SCOPE), Vellore Institute of Technology, Chennai, India; Corresponding author.School of Computer Science and Engineering (SCOPE), Vellore Institute of Technology, Chennai, IndiaSchool of Computer Science and Engineering (SCOPE), Vellore Institute of Technology, Chennai, IndiaSchool of Computer Science and Engineering (SCOPE), Vellore Institute of Technology, Chennai, IndiaDepartment of Computer Science and Engineering, Panimalar Engineering College, Chennai, IndiaSchool of Electronics Engineering (SENSE), Vellore Institute of Technology, Chennai, IndiaCovid 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.http://www.sciencedirect.com/science/article/pii/S2665917422002872Distributed systemsSensor systemsMultiprocessorMultithreadCovid protocol monitoring |
| spellingShingle | S. Venkatraman Navansh Goel Mohanapriya Singaravelu Sriram Namana M. Mohan G. Rohith Optimised distributed sensor system for covid protocol monitoring using multiprocessor architecture Measurement: Sensors Distributed systems Sensor systems Multiprocessor Multithread Covid protocol monitoring |
| title | Optimised distributed sensor system for covid protocol monitoring using multiprocessor architecture |
| title_full | Optimised distributed sensor system for covid protocol monitoring using multiprocessor architecture |
| title_fullStr | Optimised distributed sensor system for covid protocol monitoring using multiprocessor architecture |
| title_full_unstemmed | Optimised distributed sensor system for covid protocol monitoring using multiprocessor architecture |
| title_short | Optimised distributed sensor system for covid protocol monitoring using multiprocessor architecture |
| title_sort | optimised distributed sensor system for covid protocol monitoring using multiprocessor architecture |
| topic | Distributed systems Sensor systems Multiprocessor Multithread Covid protocol monitoring |
| url | http://www.sciencedirect.com/science/article/pii/S2665917422002872 |
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