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On personalized cloud service provisioning for mobile users using adaptive and context-aware service composition

机译:使用自适应的上下文感知服务组合为移动用户提供个性化云服务

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摘要

Cloud service providers typically compose their services from a number of elementary services, which are developed in-house or built by third-party providers. Personalization of composite services in mobile environments is an interesting and challenging issue to address, given the opportunity to factor-in diverse user preferences and the plethora of mobile devices at use in multiple contexts. This work proposes a framework to address personalization in mobile cloud-service provisioning. Service personalization and adaptation may be considered at different levels, including the user profile, the mobile device in use, the context of the user and the composition specification. The user's mobile device and external services are typical sources of context information, used in our proposed algorithm to elicit context-aware services. The selection process is guided by quality-of-context criteria that combine cloud-service provider requirements and user preferences. Hence, the paper proposes an integrated framework for enhancing personalized mobile cloud-services, based on a composition approach that adapts context information using a common model of service metadata specification.
机译:云服务提供商通常通过内部开发或由第三方提供商构建的许多基本服务来组合其服务。考虑到有机会考虑到不同的用户偏好以及在多种情况下使用的大量移动设备,移动环境中的复合服务的个性化是一个有趣且具有挑战性的问题。这项工作提出了一个框架,以解决移动云服务供应中的个性化问题。可以在不同级别考虑服务个性化和调整,包括用户配置文件,使用中的移动设备,用户的上下文和组成规范。用户的移动设备和外部服务是上下文信息的典型来源,在我们提出的算法中用于引发上下文感知的服务。选择过程以上下文质量标准为指导,该标准结合了云服务提供商的要求和用户偏好。因此,本文提出了一种基于组合方法的集成框架,用于增强个性化移动云服务,该组合方法使用服务元数据规范的通用模型来适应上下文信息。

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