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A trustworthy web service composition method for ubiquitous computing

机译:一种普适计算的可信Web服务组合方法

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摘要

Mobile users using smart mobile device have a considerable amount of requirements of services from mobile cloud or internet, due to its resource scarcity. It is a big challenge to select the services meeting users' all demands, as the user has both the demands of trust and lower cost. The existing methods (Hang and Singh, 2011; Wu et al., 2014) of trustworthy service composition cannot balance the profits between the service provider and consumer in mobile situation. First, we design a heuristic algorithm, called feasible allocation set generation (FASG), to reduce the complexity of generating feasible allocation sets. Second, to balance the profits between service providers and consumers, a service composition method, based on the social surplus maximisation, is put forward and the corresponding heuristic algorithm, called RCA_H, is also designed to find the optimal feasible solution in polynomial time. Experiment results show that the proposed RCA_H algorithm guarantees the profits of both sides, and obtains more trusted service and better facilitates service providers to provide trustworthy services to meet users' customised needs compared with another method (Oh et al., 2008) based on user utility maximisation.
机译:使用智能移动设备的移动用户由于其资源稀缺而对来自移动云或互联网的服务有相当大的需求。选择满足用户所有需求的服务是一个巨大的挑战,因为用户既需要信任又需要较低的成本。现有的可靠服务组合方法(Hang和Singh,2011; Wu等,2014)无法在移动环境下平衡服务提供商和消费者之间的利润。首先,我们设计了一种启发式算法,称为可行分配集生成(FASG),以降低生成可行分配集的复杂性。其次,为了平衡服务提供者和消费者之间的利润,提出了一种基于社会剩余最大化的服务组合方法,并设计了相应的启发式算法RCA_H,以寻找多项式时间内的最优可行解。实验结果表明,与另一种基于用户的方法(Oh et al。,2008)相比,所提出的RCA_H算法保证了双方的利益,获得了更多的信任服务,更好地促进了服务提供商提供可信任的服务以满足用户的个性化需求。效用最大化。

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