A Multi-Criteria Model for Users Trust Management in Ad-hoc Mobile Cloud Computing

A. T. Akinola, M. Adigun
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Abstract

Ad-hoc Mobile Cloud (AMC) came up as a result of the need to alleviate the inadvertent and incessant connectivity challenges that are experienced in Mobile Cloud computing (MCC). Thus, mobile devices teamed up in groups to share their resources among one another which are majorly Web Services, Storage and Computing resources. However, potential participants in AMC often feel a level of insecurity as they envisaged loss of control over various personal and confidential data in their mobile devices which can occur in the course of sharing of resources. Therefore, AMC as a service provisioning paradigm for mobile device users has a need for an implementation of a trust management system to serve as a protection and guarantee of confidence for intended AMC participants. This study proposed a Multi-Criteria Trust Management system (MCTM) architecture for AMC to protect the interest of various participating mobile devices. This system provides an avenue to identify trustworthy mobile devices to whom they can carry out resource sharing and as well alert or notify them of any malicious act that could have happened. We carried out a simple evaluation procedure with a number of incorrect service matches in the course of responding to a query as well as comparing the level of precision attained by the proposed architecture with already existing research. The proposed system proves to give a maximum confidence to mobile users to show high interest in participating in the AMC system.
自组织移动云计算中用户信任管理的多准则模型
Ad-hoc移动云(AMC)的出现是为了缓解移动云计算(MCC)中遇到的无意和持续的连接挑战。因此,移动设备组成小组,在彼此之间共享资源,这些资源主要是Web服务、存储和计算资源。然而,AMC的潜在参与者通常会感到一定程度的不安全感,因为他们设想在资源共享过程中可能会失去对移动设备中各种个人和机密数据的控制。因此,AMC作为移动设备用户的服务提供范例,需要一个信任管理系统的实现,以保护和保证预期的AMC参与者的信心。本研究提出一种多准则信任管理系统(Multi-Criteria Trust Management system, MCTM)架构,以保护各参与行动装置的利益。该系统提供了一种途径来识别值得信赖的移动设备,他们可以对其进行资源共享,并警告或通知他们可能发生的任何恶意行为。在响应查询的过程中,我们执行了一个简单的评估过程,其中包含了许多不正确的服务匹配,并将所提出的体系结构所获得的精度水平与已有的研究进行了比较。实验证明,该系统能够最大程度地保证移动用户对参与AMC系统表现出较高的兴趣。
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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