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Artificial Bee Colony Optimization-Based Load Balancing in Distributed Computing Systems—A Survey by Vidya S. Handur; Santosh L. Deshpande is a book available to read on EtoBox.

What is Artificial Bee Colony Optimization-Based Load Balancing in Distributed Computing Systems—A Survey about?

Distributed computing allows the interoperability of components in distributed system in which software or hardware components located at networked computers coordinate and communicate their actions by message passing. The tasks in such a system are carried out independently. In distributed computing systems, load balancing is one of the issues, which is a means to distribute the tasks such that the computational nodes are neither overloaded nor underloaded, and the performance of the system is improved. Among the various solutions proposed for load balancing, metaheuristic-based algorithms are one of them. This paper discusses the variants and recent developments of artificial bee colony optimization algorithm for solving load balancing in distributed systems. As a result of load balancing, various performance metrics measured are throughput, response time, makespan, CPU utilization, memory utilization, and network utilization. The performance of the optimization algorithms is also measured with the time taken to converge in finding the optimal solution for load balancing.

Author

Vidya S. Handur; Santosh L. Deshpande

Publisher

Springer Nature Singapore Pte Ltd Fka Springer Science + Business Media Singapore Pte Ltd

Published

2023

Language

EN

ISBN

9789811699665

Subjects

Mathematics, Stem