A Fuzzy Logic Based Model for Representing and Evaluating Service Composition Properties

H. Pfeffer, Steffen Krüssel, S. Steglich
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引用次数: 5

Abstract

Due to the increasing number of available services and the emergence of dynamic service composition approaches, many requests can be answered by multiple functionally equivalent service compositions. However, those compositions may vary in their non-functional properties such as resource consumption or user rating within a specific community. Moreover, this performance highly depends on the requesting user's preferences and environmental context. Within this paper, we propose a fuzzy logic based model for representing any kind of non-functional service properties. Thus, service compositions' properties are measured during or after their execution and integrated into a fuzzy logic based property model. This representation stands out due to its light weight size and can be easily evaluated with regard to context-dependent user profiles.
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基于模糊逻辑的服务组合属性表示与评价模型
由于可用服务数量的增加和动态服务组合方法的出现,许多请求可以通过多个功能等效的服务组合来应答。然而,这些组合在其非功能性属性(如资源消耗或特定社区内的用户评级)方面可能有所不同。此外,这种性能在很大程度上取决于请求用户的偏好和环境上下文。在本文中,我们提出了一个基于模糊逻辑的模型来表示任何类型的非功能服务属性。因此,服务组合的属性在其执行期间或之后进行度量,并集成到基于模糊逻辑的属性模型中。这种表示由于其轻量级大小而脱颖而出,并且可以很容易地根据上下文相关的用户配置文件进行评估。
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