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Towards a holistic semantic support for context-aware network monitoring An ontology-based approach

机译：朝着监视基于本体的地区的环境感知网络的整体语义支持

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摘要

Monitoring current communication networks and services is an increasingly complex task as a result of a growth in the number and variety of components involved. Moreover, different perspectives on network monitoring and optimisation policies must be considered to meet context-dependent monitoring requirements. To face these demanding expectations, this article proposes a semantic-based approach to support the flexible configuration of context-aware network monitoring, where traffic sampling is used to improve efficiency. Thus, a semantic layer is proposed to provide with a standard and interoperable description of the elements, requirements and relevant features in the monitoring domain. On top of this description, semantic rules are applied to make decisions regarding monitoring and auditing policies in a proactive and context-aware manner. Use cases focusing on traffic accounting and traffic classification as monitoring tasks are also provided, demonstrating the expressiveness of the ontology and the contribution of smart SWRL rules for recommending optimised configuration profiles.
机译：由于所涉及的数量和各种组件的增长，监控当前通信网络和服务是一个越来越复杂的任务。此外，必须考虑对网络监控和优化策略的不同观点来满足上下文相关的监控要求。要面对这些苛刻的期望，本文提出了一种基于语义的方法来支持灵活配置上下文知识网络监控，其中流量采样用于提高效率。因此，提出了语义层以提供监视域中的元素，要求和相关特征的标准和可互操作的描述。在本说明之上，应用语义规则以使关于监测和审计策略以主动和背景感知的方式进行决策。还提供了专注于流量计费和流量分类作为监视任务的案例，展示本体论的表现和智能SWRL规则的贡献，以推荐优化的配置配置文件。

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