Clustering model of cloud centers for big data processing
Mykhailo M. Klymash, Nazar Peleh, Olga Shpur, Iryna Lutsiuk · 2018 14th International Conference on Advanced Trends in Radioelecrtronics, Telecommunications and Computer Engineering (TCSET) · 2018
In order to solve the problems of efficient functioning of cloud centers with a high degree of virtualization, by increasing the life cycle of physical machines, in the conditions of group How of tasks or processing of flows of type Big Data, we propose a new algorithm for clustering and selection of the main cluster node using fuzzy logic and Voronoi diagrams. Criteria for the selection of the main node of the cluster are the centrality of the Voronoi diagrams, residual energy, and availability of free resources of physical machines.