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Asian Journal of Information Technology

ISSN: Online 1993-5994
ISSN: Print 1682-3915
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A Framework for an Intelligent Broker Model of Cloud Service Selection

R. Manikandan and G. Kousalya
Page: 1776-1784 | Received 21 Sep 2022, Published online: 21 Sep 2022

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Abstract

Contemporary research in cloud federation faces challenges in selection of “best” cloud service among multiple cloud service providers. This study presents a novel architecture which incorporates the intelligent broking system for selecting the “best” cloud service among various cloud service providers. This research conducts investigation among various classification algorithms based on the cloud user requirement and select best classification algorithm to build an intelligent broker system. The evaluation of comprehensive experimental result is obtained using synthetic dataset. From the experiments, it is concluded that C4.5 classification algorithm outperforms well than any other classification approaches for most of the cloud user requirements.


How to cite this article:

R. Manikandan and G. Kousalya. A Framework for an Intelligent Broker Model of Cloud Service Selection.
DOI: https://doi.org/10.36478/ajit.2016.1776.1784
URL: https://www.makhillpublications.co/view-article/1682-3915/ajit.2016.1776.1784