基于运行时需求监控的自适应服务组合

Zhanlei Ma, Lin Liu, Hongji Yang, J. Mylopoulos
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引用次数: 7

摘要

在今天的服务计算环境中,用户的需求和期望是不断变化的。新的服务出现,旧的服务过时,需要被取代。在这种设置中,组合服务需要适应用户需求和环境的变化。本文提出了一个概念性框架,用于对基于需求监控设施的服务进行组合适应性建模。此功能有助于维护用户需求更改与服务组合结构和质量属性的动态之间的一致性。具体来说,用户需求用目标和软目标表示,服务组合结构用类似csp的语法表示,适配机制基于AI规划。在真实供应链适应场景的服务模拟环境中对所提出的方法进行了评估。
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Adaptive Service Composition Based on Runtime Requirements Monitoring
In today's service computing environments, user needs and expectations are constantly changing. New services emerge while old ones become obsolete and need to be replaced. In such settings, composite services need to be adaptive to changes in user requirements and the environment. This paper proposes a conceptual framework for modeling compositional adaptation for services founded on a requirements monitoring facility. This facility helps maintain adherence between user requirements changes and the dynamics of service composition structure and quality attributes. Specifically, user requirements are represented as goals and soft goals, service composition structure is represented with a CSP-like grammar, and the adaptation mechanism is based on AI planning. The proposed approach is evaluated in a service simulation environment of real-world supply-chain adaptation scenarios.
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