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A CP-Net based Qualitative Composition Approach for an IaaS Provider
arXiv - CS - Distributed, Parallel, and Cluster Computing Pub Date : 2021-02-24 , DOI: arxiv-2102.12221
Sheik Mohammad Mostakim Fattah, Athman Bouguettaya, Sajib Mistry

We propose a novel CP-Net based composition approach to qualitatively select an optimal set of consumers for an IaaS provider. The IaaS provider's and consumers' qualitative preferences are captured using CP-Nets. We propose a CP-Net composability model using the semantic congruence property of a qualitative composition. A greedy-based and a heuristic-based consumer selection approaches are proposed that effectively reduce the search space of candidate consumers in the composition. Experimental results prove the feasibility of the proposed composition approach.

中文翻译:

针对IaaS提供商的基于CP-Net的定性组成方法

我们提出了一种新颖的基于CP-Net的组合方法,以定性地为IaaS提供商选择最佳的一组消费者。使用CP-Net捕获IaaS提供者和消费者的质量偏好。我们使用定性组成的语义一致性特性提出了CP-Net可组合性模型。提出了一种基于贪婪和基于启发式的消费者选择方法,该方法有效地减少了构图中候选消费者的搜索空间。实验结果证明了提出的组合方法的可行性。
更新日期:2021-02-25
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