qos感知服务组合的有效剪枝算法

Zhenqiu Huang, Wei Jiang, Songlin Hu, Zhiyong Liu
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引用次数: 61

摘要

服务自动组合一直是学术界和工业界关注的热点问题。它从句法构成开始,然后发展为语义描述。最近,组合物的QoS进入了研究者的脑海,它旨在满足服务费用、响应时间、吞吐量等整体质量的需要。本文提出了一种新的QoSaware方法。它采用前向过滤算法来减少候选服务的数量,并采用改进的动态规划方法来计算最优值。最后,采用反向搜索的方法,有效地找出最优组合结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Effective Pruning Algorithm for QoS-Aware Service Composition
Abstract—Automatic service composition has been a hottopic in both academia and industry. It begins with syntacticcomposition, and then evolves semantic description. Recently, QoS of the composition comes into researchers’ mind, which aims at meeting the need of the overall qualities like service fee, response time, throughput, etc. In this paper, a novel QoSaware approach is presented. It adopts a forward filtering algorithm to reduce the number of service candidates, along with a modified dynamic programming approach to compute optimal values. Finally, a backward search is utilized to find out the optimal composition results efficiently.
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