Approaches in sensor-based system data modelling: a survey
Internet of Things (IoT) is a new technology live that helps to improve our everyday life by offering new services. Through IoT, recent developed technologies exist such as Big Data, Cloud Computing and Monitoring. Several approaches have been proposed in literature to reduce energy consumption and...
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| Format: | Conference or Workshop Item |
| Language: | English |
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Database Technologies and Applications Research Group (DbTA), Faculty of Computer Science and Information Technology, Universiti Putra Malaysia
2019
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| Online Access: | http://psasir.upm.edu.my/id/eprint/75516/1/ISICTMA2019-4.pdf |
| _version_ | 1796979871638880256 |
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| author | Zailan, Muhd Amirul Hakim Ishak, Iskandar Sidi, Fatimah Perumal, Thinagaran |
| author_facet | Zailan, Muhd Amirul Hakim Ishak, Iskandar Sidi, Fatimah Perumal, Thinagaran |
| author_sort | Zailan, Muhd Amirul Hakim |
| collection | UPM |
| description | Internet of Things (IoT) is a new technology live that helps to improve our everyday life by offering new services. Through IoT, recent developed technologies exist such as Big Data, Cloud Computing and Monitoring. Several approaches have been proposed in literature to reduce energy consumption and reduce communication overhead in sensor-based system such as Wireless Sensor Network (WSN). To optimize WSN, data aggregation is needed to secured data transmission at both sensor nodes and base station. In WSN, data aggregation process should be optimized in an energy efficient manner and providing quality data for processing is a challenge as sensor based system has smaller specification of hardware and software compared to bigger machines. In this paper, we reviewed all of the methods that have been proposed to model data on sensor-based systems. We also discussed the strengths and issues of each approaches. |
| first_indexed | 2024-03-06T10:15:16Z |
| format | Conference or Workshop Item |
| id | upm.eprints-75516 |
| institution | Universiti Putra Malaysia |
| language | English |
| last_indexed | 2024-03-06T10:15:16Z |
| publishDate | 2019 |
| publisher | Database Technologies and Applications Research Group (DbTA), Faculty of Computer Science and Information Technology, Universiti Putra Malaysia |
| record_format | dspace |
| spelling | upm.eprints-755162019-10-07T07:37:48Z http://psasir.upm.edu.my/id/eprint/75516/ Approaches in sensor-based system data modelling: a survey Zailan, Muhd Amirul Hakim Ishak, Iskandar Sidi, Fatimah Perumal, Thinagaran Internet of Things (IoT) is a new technology live that helps to improve our everyday life by offering new services. Through IoT, recent developed technologies exist such as Big Data, Cloud Computing and Monitoring. Several approaches have been proposed in literature to reduce energy consumption and reduce communication overhead in sensor-based system such as Wireless Sensor Network (WSN). To optimize WSN, data aggregation is needed to secured data transmission at both sensor nodes and base station. In WSN, data aggregation process should be optimized in an energy efficient manner and providing quality data for processing is a challenge as sensor based system has smaller specification of hardware and software compared to bigger machines. In this paper, we reviewed all of the methods that have been proposed to model data on sensor-based systems. We also discussed the strengths and issues of each approaches. Database Technologies and Applications Research Group (DbTA), Faculty of Computer Science and Information Technology, Universiti Putra Malaysia 2019 Conference or Workshop Item PeerReviewed text en http://psasir.upm.edu.my/id/eprint/75516/1/ISICTMA2019-4.pdf Zailan, Muhd Amirul Hakim and Ishak, Iskandar and Sidi, Fatimah and Perumal, Thinagaran (2019) Approaches in sensor-based system data modelling: a survey. In: International Symposium on ICT Management and Administration (ISICTMA2019), 31 July-2 Aug. 2019, Putrajaya Marriott Hotel, Malaysia. (pp. 22-27). |
| spellingShingle | Zailan, Muhd Amirul Hakim Ishak, Iskandar Sidi, Fatimah Perumal, Thinagaran Approaches in sensor-based system data modelling: a survey |
| title | Approaches in sensor-based system data modelling: a survey |
| title_full | Approaches in sensor-based system data modelling: a survey |
| title_fullStr | Approaches in sensor-based system data modelling: a survey |
| title_full_unstemmed | Approaches in sensor-based system data modelling: a survey |
| title_short | Approaches in sensor-based system data modelling: a survey |
| title_sort | approaches in sensor based system data modelling a survey |
| url | http://psasir.upm.edu.my/id/eprint/75516/1/ISICTMA2019-4.pdf |
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