WSN and Fog Computing Integration for Intelligent Data Processing

March 22, 2019 Β· Declared Dead Β· πŸ› European Conference on Artificial Intelligence

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Authors Viorel Mihai, Cristina Elena Hanganu, Grigore Stamatescu, Dan Popescu arXiv ID 1903.09507 Category cs.DC: Distributed Computing Citations 10 Venue European Conference on Artificial Intelligence Last Checked 3 months ago
Abstract
Networked embedded systems endowed with sensing, computing, control and communication capabilities allow the development of various application scenarios and represent the building blocks of the Internet of Things (IoT) paradigm. Traditional data collection methods include multiple field level IoT systems that can relay data stemming from a network of distributed ground sensors directly to a cloud platform for storage, analysis and processing. In such applications however, rapid sensor deployment in unstructured environments represents a challenge to the overall robustness of the system. We discuss the fog and mist computing approaches to hierarchically process data along its path from source to destination. The several stages of intermediate data processing reduce the computational and communication effort in a gradual manner. A three-layer topology for smart data monitoring and processing is thus proposed and illustrated to improve the information to noise ratio in a reference scenario.
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