A Dynamic Weighted Averaging Technique for Trust Assessment in Cloud Computing

Saima Mehraj, M. T. Banday
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Abstract

In the Cloud computing, trust management has become a key requirement for its security as it has an important role where service-interactions take place in an anonymous environment. Trust assessment is an essential part of trust management technology for making any authorization decisions in the Cloud-based trust authorization system. The critical concern in trust assessment is the optimal assignment of weights to different factors that are involved in the trust assessment of the Cloud computing. The paper proposes a weighted averaging method for the Cloud computing paradigm wherein multiple factors are assigned weights dynamically by WMA-OWA functions. The proposed work overcomes the influence of the inflexibility of subjective weight assignment methods wherein weights are assigned manually or subjectively by experts based on their preferences such as random allocation, expert opinion, and, average weight. The experimental result shows that the proposed method can achieve greater flexibility, adaptability, and dynamic adjustment capability in the Cloud computing.
云计算信任评估的动态加权平均技术
在云计算中,信任管理已成为其安全性的关键需求,因为它在匿名环境中进行服务交互时发挥着重要作用。在基于云的信任授权系统中,信任评估是进行任何授权决策的信任管理技术的重要组成部分。在云计算信任评估中,关键问题是如何对不同因素进行最优的权重分配。本文提出了一种针对云计算范式的加权平均方法,其中多个因素通过WMA-OWA函数动态分配权重。所提出的工作克服了主观权重分配方法缺乏灵活性的影响,其中权重由专家根据他们的偏好(如随机分配,专家意见和平均权重)手动或主观地分配。实验结果表明,该方法在云计算环境下具有更大的灵活性、适应性和动态调整能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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