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FRAMESELF: A Generic Context-Aware Autonomic Framework for Self-Management of Distributed Systems

机译:FRAMESELF:分布式系统自我管理的通用上下文感知自主框架

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摘要

The increasing complexity for the management of current distributed software and system needs new solutions. Designing autonomic systems which are self-managing and context aware is a solution and also a challenge. This paper proposes the FRAME SELF framework, a generic autonomic architecture based on context awareness and decision models built. The proposed solution capabilities are illustrated on the self-configuration of machine to machine networks (M2M). M2M needs to connect thousands of various fix and mobile machines that are widely distributed and evolve frequently according to their profile and context changes. FRAME SELF uses multi models representation based on ontologies and graphs to describe the M2M concepts and relationship on a multi-level knowledge base. Two communication patterns modules based on service-oriented and event-driven communications are dynamically selected and configured in deployment plans. A M2M smart metering use case is experimented to illustrate the proposed approach.
机译:当前分布式软件和系统的管理日益复杂,需要新的解决方案。设计具有自我管理能力和上下文意识的自主系统既是解决方案,也是挑战。本文提出了FRAME SELF框架,这是一种基于上下文感知和决策模型的通用自主体系结构。机器对机器网络(M2M)的自配置说明了建议的解决方案功能。 M2M需要连接数以千计的各种固定和移动机器,这些固定机器和移动机器分布广泛,并根据它们的配置文件和上下文更改而不断发展。 FRAME SELF使用基于本体和图形的多模型表示来在多级知识库上描述M2M概念和关系。在部署计划中动态选择和配置基于面向服务和事件驱动的通信的两个通信模式模块。实验了一个M2M智能计量用例,以说明所提出的方法。

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