JOURNAL ARTICLE

A Meta-Heuristic Load Balancer for Cloud Computing Systems

Leszek ŚliwkoVladimir Getov

Year: 2025 Journal:   WestminsterResearch (University of Westminster) Pages: 121-126   Publisher: University of Westminster

Abstract

This paper presents a strategy to allocate services on a Cloud system without overloading nodes and maintaining the system stability with minimum cost. We specify an abstract model of cloud resources utilization, including multiple types of resources as well as considerations for the service migration costs. A prototype meta-heuristic load balancer is demonstrated and experimental results are presented and discussed. We also propose a novel genetic algorithm, where population is seeded with the outputs of other meta-heuristic algorithms.

Keywords:
Cloud computing Computer science Meta heuristic Distributed computing Heuristic Load balancing (electrical power) Genetic algorithm Population Mathematical optimization Operating system Algorithm Artificial intelligence Mathematics Machine learning

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Topics

Cloud Computing and Resource Management
Physical Sciences →  Computer Science →  Information Systems
IoT and Edge/Fog Computing
Physical Sciences →  Computer Science →  Computer Networks and Communications
Distributed and Parallel Computing Systems
Physical Sciences →  Computer Science →  Computer Networks and Communications

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