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Independent Task Scheduling in Cloud Computing Environment using Modified Orca Optimizer.

Authors :
Masadeh, Raja
sharieh, Ahmad
Abu-Jazoh, Mai
Alshqurat, Kholoud
Masadeh, Esra
Alsharman, Nesreen
Source :
International Journal of Advances in Soft Computing & Its Applications; Jul2024, Vol. 16 Issue 2, p1-18, 18p
Publication Year :
2024

Abstract

Cloud computing (CC) has become a hot study area as a result of the rapid development and movement of many services to the cloud environment. In order to minimize makespan, the task scheduling mechanism must allocate tasks to appropriate and obtainable virtual machines (VMs). In this research, a modified Orca optimization algorithm (MOOA) and a task scheduling method for CC based on MOOA are presented. The simulation results showed that MOOA scheduler outperformed other state-of-the-art schedulers in terms of makespan. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
27101274
Volume :
16
Issue :
2
Database :
Complementary Index
Journal :
International Journal of Advances in Soft Computing & Its Applications
Publication Type :
Academic Journal
Accession number :
179581610
Full Text :
https://doi.org/10.15849/IJASCA.240730.01