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Architecture logicielle pour l'informatique diffuse: Modelisation du contexte et adaptation dynamique des services.

机译:分散计算的软件体系结构:上下文建模和服务的动态适应。

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摘要

In a pervasive computing system, a set of smart devices communicate and collaborate together by sensing the global context and reacting proactively (without an explicit intervention of the user) in order to provide adapted services to the user and applications. Devices in pervasive system must be context-aware. Thus context is a key concept in such systems and requires a good understanding and use of it. This term is still general and vague in spite of the large number of proposed definitions. In this thesis, we present a service based definition of context that is abstract enough to be used in pervasive computing and limit the set of information required to make service adaptation. The design and implementation of pervasive computing systems requires new software tools, and architectures specifically to support their development. These tools must support characteristics of such systems, such as mobility and context-awareness. In this thesis we propose a multi-agent service oriented architecture for pervasive computing systems. The architecture takes into account the dynamic aspect of pervasive systems. It is more generic (applicable to a large variety of applications) and modular which enhance its reusability. The architecture was modeled using colored Petri net formalism and simulated with the CPN-Tools based on real Scenarios of pervasive computing. The first task of designing pervasive computing applications consists of understanding context and establishes its components. Context must be well understood and modeled in an appropriate form which enhance its sharing between devices and provide a high level of abstraction. The most interesting methods for modeling context are those based on ontology. However the majority of the proposed methods fail in proposing a generic ontology for context which limit their usability and keep them specific to a particular domain. Among contributions of this thesis is the proposition of a new service ontology for context modeling in a pervasive system. This ontology is enough generic, simple and encloses the main concepts of a pervasive computing system. In addition, it enhances the context sharing between devices. Devices of a pervasive computing system must acquire some intelligence which permits them to sense the current context and trigger the appropriate service or provide a service in a better suitable form. The adaptation task must be context-aware and takes into account the limited resources of devices in a pervasive system which is generally hand-held. In this thesis we propose two approaches of dynamic services adaptation in a pervasive system. The first one is based on machine learning and was validated by a typical application scenario. The second one is a new architecture for service adaptation which aware of both context and limited resources of devices. The architecture was modeled using colored Petri net formalism and simulated with the CPN-Tools based on real scenarios of pervasive computing.;Key words. pervasive computing, context, architecture, ontology, adaptation.
机译:在普适计算系统中,一组智能设备通过感知全局上下文并主动做出反应(无需用户的明确干预)来进行通信和协作,以便向用户和应用程序提供经过调整的服务。普及系统中的设备必须是上下文感知的。因此,上下文是此类系统中的关键概念,需要对其有良好的理解和使用。尽管提出了许多定义,但该术语仍然笼统且含糊。在本文中,我们提出了一种基于服务的上下文定义,该定义足够抽象,可以在普适计算中使用,并且可以限制进行服务自适应所需的信息集。普适计算系统的设计和实现需要新的软件工具和专门支持其开发的体系结构。这些工具必须支持此类系统的特性,例如移动性和上下文意识。在本文中,我们提出了一种面向普适计算系统的面向多代理服务的体系结构。该体系结构考虑了普适系统的动态方面。它更加通用(适用于各种应用程序)和模块化,从而增强了可重用性。该架构使用有色Petri网形式主义进行建模,并使用CPN-Tools基于普适计算的真实场景进行仿真。设计普适计算应用程序的首要任务是理解上下文并建立其组件。必须充分理解并以适当的形式对上下文进行建模,以增强设备之间的共享并提供高水平的抽象。对上下文建模最有趣的方法是基于本体的方法。然而,大多数提出的方法未能针对上下文提出通用的本体,这限制了它们的可用性并使它们特定于特定领域。本论文的贡献之一是提出了一种用于普适系统中上下文建模的新服务本体的主张。该本体足够通用,简单,并且包含了普适计算系统的主要概念。另外,它增强了设备之间的上下文共享。普及计算系统的设备必须获得一定的智能,以使它们能够感知当前上下文并触发适当的服务或以更好的适当形式提供服务。适配任务必须是上下文感知的,并且要考虑普遍使用的手持普及系统中设备的有限资源。在本文中,我们提出了两种在普适系统中进行动态服务自适应的方法。第一个基于机器学习,并已通过典型的应用场景进行了验证。第二个是用于服务适配的新体系结构,该体系结构既了解上下文又了解设备的有限资源。该体系结构使用有色Petri网形式主义进行建模,并根据普适计算的真实场景使用CPN-Tools进行仿真。普适计算,上下文,体系结构,本体,适应。

著录项

  • 作者

    Miraoui, Moeiz.;

  • 作者单位

    Ecole de Technologie Superieure (Canada).;

  • 授予单位 Ecole de Technologie Superieure (Canada).;
  • 学科 Computer Science.
  • 学位 Ph.D.
  • 年度 2009
  • 页码 167 p.
  • 总页数 167
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 自动化技术、计算机技术;
  • 关键词

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