用户需求驱动的服务动态个性化QoS模型

Yanxiang Gao, Bin Zhang, S. Shi, Hong-ning Zhu, Jun Na, Fu-cai Zhou
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引用次数: 6

摘要

在Web服务组合中,对Web服务的QoS进行有效评价是服务选择的主要方法。现有的QoS模型大多没有考虑服务非功能属性的不确定性、主观性、交互性和业务相关性。缺乏对用户需求的深入透彻的分析。因此,它们不能为服务个性化提供足够的支持,并且缺乏约束的动态适应性。通过有效地考虑Web服务的非功能属性对QoS模型的影响,本文生成了单个服务的个性化QoS模型,以及基于服务有效性的动态个性化QoS评价模型。本文提出的用户需求驱动的服务动态个性化QoS模型为整个组合流的QoS提供了精细而恰当的评价。对该场景的分析表明,本文提出的方法能够更加准确有效地对Web服务进行评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A User Requirement-Driven Service Dynamic Personalized QoS Model
In Web Services composition, effectively appraising of QoS of Web Services is a main method of service selecting. Most of current QoS models do not consider the uncertainty, subjectivity, interacting and business relativity of the non-functional attributes of services. And they lack of the deep and thorough analysis of user requirements. Thus they are not able to provide sufficient support to service personalization, and they are lack of dynamic adaptability of constraints. By efficiently considering the impact on QoS model of the non-functional attributes of Web Services, this paper generates a personalized QoS model of a single service, and a dynamic personalized QoS appraise model, based on service effectiveness. The user requirement-driven service dynamic personalized QoS model proposed by this paper provides exquisite and appropriate appraise for the QoS of the whole composition flow. The analysis of the scenario shows that the method proposed in this paper is able to appraise Web Services more accurately and effectively.
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