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DOI: 10.14569/IJACSA.2021.0120650
PDF

Current Perspective of Symbiotic Organisms Search Technique in Cloud Computing Environment: A Review

Author 1: Ajoze Abdulraheem Zubair
Author 2: Shukor Bin Abd Razak
Author 3: Md. Asri Bin Ngadi
Author 4: Aliyu Ahmed

International Journal of Advanced Computer Science and Applications(IJACSA), Volume 12 Issue 6, 2021.

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Abstract: Nature-inspired algorithms in computer science and engineering are algorithms that take their inspiration from living things and imitate their actions in order to construct functional models. The SOS algorithm (symbiotic organisms search) is a new promising metaheuristic algorithm. It is based on the symbiotic relationship that exists between different species in an ecosystem. Organisms develop symbiotic bonds like mutualism, commensalism, and parasitism to survive in their environment. Standard SOS has since been modified several times, either by hybridization or as better versions of the original algorithm. Most of these modifications came from engineering construction works and other discipline like medicine and finance. However, little improvement on the standard SOS has been noticed on its application in cloud computing environment, especially cloud task scheduling. As a result, this paper provides an overview of SOS applications in task scheduling problem and suggest a new enhanced method for better performance of the technique in terms of fast convergence speed.

Keywords: Cloud computing; cloud resource management; cloud task scheduling; symbiotic organisms search; entrapment; convergence speed

Ajoze Abdulraheem Zubair, Shukor Bin Abd Razak, Md. Asri Bin Ngadi and Aliyu Ahmed, “Current Perspective of Symbiotic Organisms Search Technique in Cloud Computing Environment: A Review” International Journal of Advanced Computer Science and Applications(IJACSA), 12(6), 2021. http://dx.doi.org/10.14569/IJACSA.2021.0120650

@article{Zubair2021,
title = {Current Perspective of Symbiotic Organisms Search Technique in Cloud Computing Environment: A Review},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2021.0120650},
url = {http://dx.doi.org/10.14569/IJACSA.2021.0120650},
year = {2021},
publisher = {The Science and Information Organization},
volume = {12},
number = {6},
author = {Ajoze Abdulraheem Zubair and Shukor Bin Abd Razak and Md. Asri Bin Ngadi and Aliyu Ahmed}
}



Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.

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