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

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dc.authoridNalbant, Kemal Gokhan/0000-0002-5065-2504
dc.contributor.authorNalbant, Kemal Gokhan
dc.contributor.authorAlmutairi, Sultan
dc.contributor.authorAlshehri, Asma Hassan
dc.contributor.authorKemal, Hayle
dc.contributor.authorAlsuhibany, Suliman A.
dc.contributor.authorChoi, Bong Jun
dc.date.accessioned2025-03-09T10:48:43Z
dc.date.available2025-03-09T10:48:43Z
dc.date.issued2024
dc.departmentİstanbul Beykent Üniversitesi
dc.description.abstractThis 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.
dc.identifier.doi10.1371/journal.pone.0305092
dc.identifier.issn1932-6203
dc.identifier.issue7
dc.identifier.pmid39018273
dc.identifier.scopus2-s2.0-85198901081
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://doi.org/10.1371/journal.pone.0305092
dc.identifier.urihttps://hdl.handle.net/20.500.12662/4648
dc.identifier.volume19
dc.identifier.wosWOS:001294093500020
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.indekslendigikaynakPubMed
dc.language.isoen
dc.publisherPublic Library Science
dc.relation.ispartofPlos One
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_WOS_20250310
dc.subjectPopularity Prediction
dc.subjectIntrusion Detection
dc.subjectEdge
dc.subjectStrategies
dc.subjectInternet
dc.subjectBehavior
dc.subjectSystems
dc.subjectFuture
dc.titleAn efficient algorithm for data transmission certainty in IIoT sensing network: A priority-based approach
dc.typeArticle

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