Optimal QoS service selection in ad-hoc mobile market using analytical hierarchy model

A. T. Akinola, M. Adigun, A. Akingbesote
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Abstract

The ad-hoc mobile market is the environment that allows the interconnectivity of mobile devices within community of users that are ready to communicate and share services between providers and consumers. Issues like service discovery and selection are major obstacle in ad-hoc mobile. With the growing of this market, researchers are concentrating on service discovery with little on selection. Provision of optimal service in ad-hoc mobile is a challenge and our goal. To address this, most scholars use various algorithms. For example, the dynamic programming or greedy algorithm, but the complexity of these algorithms especially when the number of consumers and providers in the market are many poses a challenge. To tackle this, we propose Analytic Hierarchy Model (AHM). This model uses the QoS criteria as required by consumers and then systematically process it to rank the services to obtain the optimal service. Experiment is conducted using reputation and location as our criteria. The optimal service is selected based on the required QoS of the consumer.
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基于层次分析模型的自组织移动市场QoS服务选择
ad-hoc移动市场是一种环境,它允许用户社区内的移动设备相互连接,这些用户准备在提供商和消费者之间进行通信和共享服务。服务发现和选择等问题是ad-hoc移动的主要障碍。随着这一市场的发展,研究人员将注意力集中在服务发现上,而很少关注选择。在自组织移动中提供最佳服务是一项挑战,也是我们的目标。为了解决这个问题,大多数学者使用各种算法。例如,动态规划或贪心算法,但这些算法的复杂性,特别是当市场中消费者和提供者的数量很多时,提出了挑战。为了解决这个问题,我们提出层次分析模型(AHM)。该模型根据消费者的需求,采用QoS标准,对其进行系统处理,对服务进行排序,从而获得最优服务。实验以声誉和位置作为我们的标准。根据消费者所需的QoS选择最优服务。
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