JOURNAL ARTICLE

Cloud Computing Load Balancing using Genetic and Throttled Hybrid Algorithm

Shymaa G. EladlNesreen I. ZiedanTamer S. Gaafar

Year: 2019 Journal:   International Journal of Engineering and Technology Vol: 11 (3)Pages: 606-626   Publisher: Engg Journals Publications

Abstract

The demand for cloud computing resources is increasing due to its accessibility everywhere at any time.When the number of clients for cloud services increases, the load on the cloud nodes becomes high.This status requires load balancing to evenly distribute client requests among the available Virtual Machines (VMs) in a Data Center (DC).There are different standard dynamic load balancing techniques, such as Throttled and Active Monitoring.In this paper, a Genetic Algorithm (GA) is incorporated with a throttled to improve load balancing.The improvement is achieved by enhancing the overall response time, the data center processing time, and the maximum resource utilization.Simulation results show the improved performance of the proposed method compared to the ESCE and Throttled.

Keywords:
Computer science Cloud computing Load balancing (electrical power) Distributed computing Genetic algorithm Algorithm Parallel computing Operating system Geology Machine learning

Metrics

4
Cited By
0.73
FWCI (Field Weighted Citation Impact)
48
Refs
0.77
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

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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