Дослідження оптимізації розподілу навантаження у хмарних мережах методом ройового інтелекту

Abstract

The study aims at enhanced cloud computing network load balancing by an intelligent Artificial Bee Colony (ABC) algorithm-based broker. It analyzes the present trend of cloud infrastructure and points out the shortcomings of conventional scheduling techniques. A mathematical model of bee colony behavior was applied to resource allocation. The preliminary results show that the model inspired by bio systems greatly reduces the makespan and enhances the use of resources compared to the traditional algorithms