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Queries allocation in WSNs with fuzzy control system.

Authors :
Abbassi, Kamel
Ezzedine, Tahar
Source :
IET Communications (Wiley-Blackwell). May2023, Vol. 17 Issue 8, p915-927. 13p.
Publication Year :
2023

Abstract

Processing queries in wireless sensor networks causes quality of service challenges such as data latency and validity. In fact, this paper is going to shed light on identifying the right trade‐off between latency and the freshness of the data. For this purpose, a fuzzy logic‐based decision‐making system that assigns incoming queries either to the sensor network, where the queries are waiting to be processed into a queue, or a central database which provides stored and potentially stale data or to a cache server which in turn provides acceptable latency and recent data, is provided. Thus, a new rule‐based system decision is introduced, that minimizes the request latency and returns the most recent data. In addition, a comparison between the approach and other work that is restricted to the database server and sensor network with no focus on the caching server is provided. This paper is going to carry on with the theory of Markov Chain which is more complicated compared to the fuzzy logic system. This approach is confirmed in the basis of an experience is developed with python. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
17518628
Volume :
17
Issue :
8
Database :
Academic Search Index
Journal :
IET Communications (Wiley-Blackwell)
Publication Type :
Academic Journal
Accession number :
163412626
Full Text :
https://doi.org/10.1049/cmu2.12591