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HANDY: A Hybrid Association Rules Mining Approach for Network Layer Discovery of Services for Mobile Ad hoc Network

机译:HaNDY:网络层的混合关联规则挖掘方法   移动ad hoc网络服务的发现

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摘要

Mobile Ad hoc Network (MANET) is an infrastructure-less network formedbetween a set of mobile nodes. The discovery of services in MANET is achallenging job due to the unique properties of network. In this paper, a novelservice discovery framework called Hybrid Association Rules Based Network LayerDiscovery of Services for Ad hoc Networks (HANDY) has been proposed. HANDYprovides three major research contributions. At first, it adopts a cross-layeroptimized design for discovery of services that is based on simultaneousdiscovery of services and corresponding routes. Secondly, it provides amulti-level ontology-based approach to describe the services. This resolves theissue of semantic interoperability among the service consumers in a scalablefashion. Finally, to further optimize the performance of the discovery process,HANDY recommends exploiting the inherent associations present among theservices. These associations are used in two ways. First, periodic serviceadvertisements are performed based on these associations. In addition, when aresponse of a service discovery request is generated, correlated services arealso attached with the response. The proposed service discovery scheme has beenimplemented in JIST/SWANS simulator. The results demonstrate that the proposedmodifications give rise to improvement in hit ratio of the service consumersand latency of discovery process.
机译:移动自组织网络(MANET)是在一组移动节点之间形成的无基础结构的网络。由于网络的独特性质,在MANET中发现服务是一项艰巨的任务。在本文中,提出了一种新颖的服务发现框架,称为自组织网络服务的基于混合关联规则的网络层发现。 HANDY提供了三个主要的研究贡献。首先,它采用跨层优化设计来发现服务,该设计基于服务和相应路由的同时发现。其次,它提供了一种基于多层次本体的方法来描述服务。这解决了可伸缩时尚中服务使用者之间语义互操作性的问题。最后,为了进一步优化发现过程的性能,HANDY建议利用服务之间存在的固有关联。这些关联有两种使用方式。首先,基于这些关联执行定期服务广告。另外,当产生服务发现请求的响应时,相关的服务也附有响应。所提出的服务发现方案已在JIST / SWANS模拟器中实现。结果表明,所提出的修改可以提高服务使用者的命中率和发现过程的等待时间。

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