基于用户约束的qos感知、最优和自动化服务组合

Chaocan Xiang, Wendong Zhao, Chang Tian, Jingnan Nie, Jin Zhang
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引用次数: 4

摘要

为了解决自动化服务组合的一个基本问题,本文提出了一种基于用户约束的qos感知、最优和自动化服务组合的新方法。首先,根据用户的服务请求,自动构建服务组合工作流;在此基础上,首次在考虑QoS约束和组合消费约束的基础上,提出了一种增强型遗传算法来选择具有QoS感知的最优服务组合。通过我们的方法,服务组合的结果可以满足不同场景下不同用户的需求。实验验证了该方法的正确性、意义和可扩展性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
QoS-aware, Optimal and Automated Service Composition with Users' Constraints
In order to address a fundamental issue of automated service composition, this paper presents a novel approach for QoS-aware, optimal and automated service composition with users' constraints. Firstly, we construct the workflow of service composition automatically, according to users' service request. And then, we propose an Enhanced Genetic Algorithm to select the QoS-aware, optimal service composition, considering not only the QoS constraints but also the composing consumption constraints for the first time. With our approach, the result of service composition can meet different users' needs in various scenarios. The experiments validate correctness, significance and scalability of the approach.
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