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Cloud Data Center Selection Using a Modified Differential Evolution

Yousef Sanjalawe1,2, Mohammed Anbar1,*, Salam Al-E’mari1, Rosni Abdullah1, Iznan Hasbullah1, Mohammed Aladaileh1

1 National Advanced IPv6 Center (NAv6), Universiti Sains Malaysia, 11800 USM, Penang, Malaysia
2 Computer Science Department, PY Collage, Northern Border University (NBU), 9280 NBU, Ar’ar, Kingdom of Saudi Arabia

* Corresponding Author: Mohammed Anbar. Email: email

Computers, Materials & Continua 2021, 69(3), 3179-3204. https://doi.org/10.32604/cmc.2021.018546

Abstract

The interest in selecting an appropriate cloud data center is exponentially increasing due to the popularity and continuous growth of the cloud computing sector. Cloud data center selection challenges are compounded by ever-increasing users’ requests and the number of data centers required to execute these requests. Cloud service broker policy defines cloud data center’s selection, which is a case of an NP-hard problem that needs a precise solution for an efficient and superior solution. Differential evolution algorithm is a metaheuristic algorithm characterized by its speed and robustness, and it is well suited for selecting an appropriate cloud data center. This paper presents a modified differential evolution algorithm-based cloud service broker policy for the most appropriate data center selection in the cloud computing environment. The differential evolution algorithm is modified using the proposed new mutation technique ensuring enhanced performance and providing an appropriate selection of data centers. The proposed policy’s superiority in selecting the most suitable data center is evaluated using the CloudAnalyst simulator. The results are compared with the state-of-arts cloud service broker policies.

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APA Style
Sanjalawe, Y., Anbar, M., Al-E’mari, S., Abdullah, R., Hasbullah, I. et al. (2021). Cloud data center selection using a modified differential evolution. Computers, Materials & Continua, 69(3), 3179-3204. https://doi.org/10.32604/cmc.2021.018546
Vancouver Style
Sanjalawe Y, Anbar M, Al-E’mari S, Abdullah R, Hasbullah I, Aladaileh M. Cloud data center selection using a modified differential evolution. Comput Mater Contin. 2021;69(3):3179-3204 https://doi.org/10.32604/cmc.2021.018546
IEEE Style
Y. Sanjalawe, M. Anbar, S. Al-E’mari, R. Abdullah, I. Hasbullah, and M. Aladaileh "Cloud Data Center Selection Using a Modified Differential Evolution," Comput. Mater. Contin., vol. 69, no. 3, pp. 3179-3204. 2021. https://doi.org/10.32604/cmc.2021.018546

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cc This work is licensed under a Creative Commons Attribution 4.0 International License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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