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1 Bulletin of the Polish Academy of Sciences. Technical Sciences

1 2024

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Multifunctional clustering based on the LEACH algorithm for edge-cloud continuum ecosystem

Paszkiewicz Andrzej, Ćwikła Cezary, Bolanowski Marek, Ganzha Maria, Paprzycki Marcin, Hodoň Michal

Bulletin of the Polish Academy of Sciences. Technical Sciences

2024

Vol. 72, nr 1

art. no. e147919

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.