Paper Title
AN ADVANCED SPATIO TEMPORAL ADAPTATION MODEL (ASTAM) FOR E-COMMERCE ENVIRONMENTS
Article Identifiers
Authors
Abraham Amal Raj B , Mahaveer Sain
Keywords
Abstract
Wireless Sensor Network’s (WSN) enactment and consistency essentially hinge on data redundancy. Sensory data’s inherit assets are Spatial and temporal similarity. A considerable amount of nodal energy and bandwidth can be preserved by reducing this spatio-temporal data redundancy. To diminish data redundancy virtually all the data gathering methodologies use either spatial correlation or temporal correlation. The mistreatment of both the temporal and spatial correlation between sensory data is done in Spatial, temporal correlation with Advance Multiple data prediction Interface (SAMI), by similarity based sub clustering the spatial redundancy of sensor data is abridged in the projected work. A solitary illustrative node can represent a meticulously correlated node by similarity based sub clustering. By means of a model based prediction methodology temporal redundancy can be abridged, which helps in diffusion of only a subset of sensor data while the cessation is predicted. Reduction of a considerable amount of energy expensive communication is carried out in this scheme, while the error threshold of the data is user defined. The projected work is highly ascendable, as it is a distributed methodology. This work helps in achieving up to 75% reduction in data in an occasionally gathered system data where an error tolerance of 0.6°C is maintained.
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How To Cite (APA)
Abraham Amal Raj B & Mahaveer Sain (October-2022). AN ADVANCED SPATIO TEMPORAL ADAPTATION MODEL (ASTAM) FOR E-COMMERCE ENVIRONMENTS. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 7(10), 332-344. https://ijnrd.org/papers/IJNRD2210041.pdf
Issue
Volume 7 Issue 10, October-2022
Pages : 332-344
Other Publication Details
Paper Reg. ID: IJNRD_182540
Published Paper Id: IJNRD2210041
Downloads: 000121979
Research Area: Engineering
Country: Jaipur, Rajasthan, India
Published Paper PDF: https://ijnrd.org/papers/IJNRD2210041.pdf
Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2210041
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Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)
ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016
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