An OLAP Service for Data layer of Collaborative Wireless Sensor Network Stack
Kamlendu Kumar Pandey1, Veena Jokhakar2
1Kamlendu Kumar Pandey, Department of ICT, Veer Narmad South Gujarat University, Surat, India.
2Veena Jokhakar*, Department of ICT, Veer Narmad South Gujarat University, Surat, India.
Manuscript received on April 20, 2020. | Revised Manuscript received on April 29, 2020. | Manuscript published on May 10, 2020. | PP: 955-961 | Volume-9 Issue-7, May 2020. | Retrieval Number: G5695059720/2020©BEIESP | DOI: 10.35940/ijitee.G5695.059720
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: The sensor networks generate immense data and often flood the network traffic with it communication to the cluster nodes and gateways. The enormous data generated has to be analyzed in a uniform manner to extract maximum benefit from the data. The problem is all the sensor nets are on diverse platforms and have different data structure. Effort has been done in this paper to have a uniform sensor data structure and a registry to discover the sensors. A model is proposed with a complete stack of services for the sensor networks. The data service layer is implemented in a practical way with an experimental set up for data gathering and then its analysis by prevalent OLAP techniques with training and validation on trial basis
Keywords: Wireless sensor networks, Sensor registry, OLAP, Data analytics.
Scope of the Article: Energy Harvesting and Transfer for Wireless Sensor Networks