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An efficient algorithm for data transmission certainty in IIoT sensing network: A priority-based approach.

Authors :
Nalbant, Kemal Gökhan
Almutairi, Sultan
Alshehri, Asma Hassan
Kemal, Hayle
Alsuhibany, Suliman A.
Choi, Bong Jun
Source :
PLoS ONE; 7/17/2024, Vol. 19 Issue 7, p1-29, 29p
Publication Year :
2024

Abstract

This paper proposes a novel cache replacement technique based on the notion of combining periodic popularity prediction with size caching. The popularity, size, and time updates characteristics are used to calculate the value of each cache item. When it comes to content replacement, the information with the least value is first eliminated. Simulation results show that the proposed method outperforms the current algorithms in terms of cache hit rate and delay. The hit rate of the proposed scheme is 15.3% higher than GDS, 17.3% higher than MPC, 20.1% higher than LRU, 22.3% higher than FIFO, and 24.8% higher than LFU when 350 different categories of information are present. In real-world industrial applications such as including supply chain management, smart manufacturing, automation energy optimization, intelligent logistics transportation, and e-healthcare applications, it offers a foundation for the selection of caching algorithms. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
19326203
Volume :
19
Issue :
7
Database :
Complementary Index
Journal :
PLoS ONE
Publication Type :
Academic Journal
Accession number :
178482837
Full Text :
https://doi.org/10.1371/journal.pone.0305092