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Scientific workflows have been applied in many scientific areas with the large amount of complex data computation tasks such as life science, astronomy and earth science, etc. However, most existing approaches for scientific workflow retrieval neglect some constraints of quality of services (QoS) that users are really concerned about, and fail to allow users to express and retrieve scientific workflows...