Multifunctional clustering based on the LEACH algorithm for edge-cloud continuum ecosystem
This paper introduces a novel approach to building network cluster structures, based on the modified LEACH algorithm. The proposed solution takes into account the multitasking of the network infrastructure, resulting from various functions performed by individual nodes. Therefore, instead of a singl...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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Polish Academy of Sciences
2023-11-01
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| Series: | Bulletin of the Polish Academy of Sciences: Technical Sciences |
| Subjects: | |
| Online Access: | https://journals.pan.pl/Content/129083/PDF/BPASTS_2024_72_1_3624.pdf |
| _version_ | 1797289335107616768 |
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| author | A. Paszkiewicz C. Ćwikła M. Bolanowski M. Ganzha M. Paprzycki M. Hodoň |
| author_facet | A. Paszkiewicz C. Ćwikła M. Bolanowski M. Ganzha M. Paprzycki M. Hodoň |
| author_sort | A. Paszkiewicz |
| collection | DOAJ |
| description | This paper introduces a novel approach to building network cluster structures, based on the modified LEACH algorithm. The proposed solution takes into account the multitasking of the network infrastructure, resulting from various functions performed by individual nodes. Therefore, instead of a single head, dedicated to a given cluster, a set of heads is selected, the number of which corresponds to the number of performed functions. Outcomes of simulations, comparing the classical and the multifunctional approach, are presented. The obtained results confirm that both algorithms deliver similar levels of energy consumption, as well as efficiency in terms of the number of individual nodes discharged. |
| first_indexed | 2024-03-07T19:03:27Z |
| format | Article |
| id | doaj.art-83b095a3c609456fb8bebb5b37d6e226 |
| institution | Directory Open Access Journal |
| issn | 2300-1917 |
| language | English |
| last_indexed | 2024-03-07T19:03:27Z |
| publishDate | 2023-11-01 |
| publisher | Polish Academy of Sciences |
| record_format | Article |
| series | Bulletin of the Polish Academy of Sciences: Technical Sciences |
| spelling | doaj.art-83b095a3c609456fb8bebb5b37d6e2262024-03-01T11:06:21ZengPolish Academy of SciencesBulletin of the Polish Academy of Sciences: Technical Sciences2300-19172023-11-01721https://doi.org/10.24425/bpasts.2023.147919Multifunctional clustering based on the LEACH algorithm for edge-cloud continuum ecosystemA. Paszkiewicz0https://orcid.org/0000-0001-7573-3856C. Ćwikła1M. Bolanowski2https://orcid.org/0000-0003-4645-967XM. Ganzha3https://orcid.org/0000-0001-7714-4844M. Paprzycki4https://orcid.org/0000-0002-8069-2152M. Hodoň5https://orcid.org/0000-0001-6090-2389Department of Complex Systems, Rzeszow University of Technology, Al. Powstańców Warszawy 12, Rzeszów 35-959, PolandRzeszow University of Technology, Al. Powstańców Warszawy 12, Rzeszów 35-959, PolandDepartment of Complex Systems, Rzeszow University of Technology, Al. Powstańców Warszawy 12, Rzeszów 35-959, PolandSystems Research Institute Polish Academy of Sciences, Newelska 6, Warszawa 01-447, PolandSystems Research Institute Polish Academy of Sciences, Newelska 6, Warszawa 01-447, PolandDepartment of Technical Cybernetics, University of Žilina, Univerzitná 8215/1, 010 26 Žilina, SlovakiaThis paper introduces a novel approach to building network cluster structures, based on the modified LEACH algorithm. The proposed solution takes into account the multitasking of the network infrastructure, resulting from various functions performed by individual nodes. Therefore, instead of a single head, dedicated to a given cluster, a set of heads is selected, the number of which corresponds to the number of performed functions. Outcomes of simulations, comparing the classical and the multifunctional approach, are presented. The obtained results confirm that both algorithms deliver similar levels of energy consumption, as well as efficiency in terms of the number of individual nodes discharged.https://journals.pan.pl/Content/129083/PDF/BPASTS_2024_72_1_3624.pdfleachiotclustersensorsphase transition |
| spellingShingle | A. Paszkiewicz C. Ćwikła M. Bolanowski M. Ganzha M. Paprzycki M. Hodoň Multifunctional clustering based on the LEACH algorithm for edge-cloud continuum ecosystem Bulletin of the Polish Academy of Sciences: Technical Sciences leach iot cluster sensors phase transition |
| title | Multifunctional clustering based on the LEACH algorithm for edge-cloud continuum ecosystem |
| title_full | Multifunctional clustering based on the LEACH algorithm for edge-cloud continuum ecosystem |
| title_fullStr | Multifunctional clustering based on the LEACH algorithm for edge-cloud continuum ecosystem |
| title_full_unstemmed | Multifunctional clustering based on the LEACH algorithm for edge-cloud continuum ecosystem |
| title_short | Multifunctional clustering based on the LEACH algorithm for edge-cloud continuum ecosystem |
| title_sort | multifunctional clustering based on the leach algorithm for edge cloud continuum ecosystem |
| topic | leach iot cluster sensors phase transition |
| url | https://journals.pan.pl/Content/129083/PDF/BPASTS_2024_72_1_3624.pdf |
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