SDN-IoT: SDN-based efficient clustering scheme for IoT using improved Sailfish optimization algorithm

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dc.authoridAkleylek, Sedat/0000-0001-7005-6489
dc.authoridGhaffari, Ali/0000-0001-5407-8629
dc.authorwosidAkleylek, Sedat/N-2620-2019
dc.authorwosidGhaffari, Ali/AAV-3651-2020
dc.contributor.authorMohammadi, Ramin
dc.contributor.authorAkleylek, Sedat
dc.contributor.authorGhaffari, Ali
dc.date.accessioned2024-05-19T14:46:37Z
dc.date.available2024-05-19T14:46:37Z
dc.date.issued2023
dc.departmentİstinye Üniversitesien_US
dc.description.abstractThe Internet of Things (IoT) includes billions of different devices and various applications that generate a huge amount of data. Due to inherent resource limitations, reliable and robust data transmission for a huge number of heterogenous devices is one of the most critical issues for IoT. Therefore, cluster-based data transmission is appropriate for IoT applications as it promotes network lifetime and scalability. On the other hand, Software Defined Network (SDN) architecture improves flexibility and makes the IoT respond appropriately to the heterogeneity. This article proposes an SDN-based efficient clustering scheme for IoT using the Improved Sailfish optimization (ISFO) algorithm. In the proposed model, clustering of IoT devices is performed using the ISFO model and the model is installed on the SDN controller to manage the Cluster Head (CH) nodes of IoT devices. The performance evaluation of the proposed model was performed based on two scenarios with 150 and 300 nodes. The results show that for 150 nodes ISFO model in comparison with LEACH, LEACH-E reduced energy consumption by about 21.42% and 17.28%. For 300 ISFO nodes compared to LEACH, LEACH-E reduced energy consumption by about 37.84% and 27.23%.en_US
dc.identifier.doi10.7717/peerj-cs.1424
dc.identifier.issn2376-5992
dc.identifier.pmid37547416en_US
dc.identifier.scopus2-s2.0-85167870715en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.urihttps://doi.org10.7717/peerj-cs.1424
dc.identifier.urihttps://hdl.handle.net/20.500.12713/5559
dc.identifier.volume9en_US
dc.identifier.wosWOS:001031833600004en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherPeerj Incen_US
dc.relation.ispartofPeerj Computer Scienceen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.snmz20240519_kaen_US
dc.subjectSdnen_US
dc.subjectClusteringen_US
dc.subjectSailfish Optimization Algorithmen_US
dc.titleSDN-IoT: SDN-based efficient clustering scheme for IoT using improved Sailfish optimization algorithmen_US
dc.typeArticleen_US

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