A novel heuristic algorithm for QoS-aware end-to-end service composition |
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Authors: | Yuan-sheng Luo Yong Qi Di HouLin-feng Shen Ying ChenXiao Zhong |
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Affiliation: | a School of Electronic and Information Engineering, Xi’an Jiaotong University, Xi’an 710049, China b IBM Research - China, Beijing 100193, China |
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Abstract: | Many works have been carried out to find the efficient algorithms for QoS-aware service composition in recent years. Nevertheless, on one hand, some of these works only consider the local QoS attributes in Web services composition; on the other hand, some ideas derived from QoS selection algorithms for network routing are directly applied in service composition without any adaption. A service composition model with end-to-end QoS constraints has been presented in this paper. An improved heuristics HCE based on the observation of characteristic of end-to-end service composition is proposed as a novel solution. Simulation results reveal the better performance of proposed heuristic compared to the other two heuristics, HMCOP and generic CE algorithm. |
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Keywords: | Service composition End-to-end Multi-constraints optimal path Meta-heuristic Cross entropy |
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