基于蚁群算法和语义支持的路由查询点对点数据库体系结构

C. R. Valêncio, Paulo Scarpelini Neto, L. R. Costa, A. Cansian
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引用次数: 1

摘要

在点对点网络中,节点之间通过共享资源、服务和信息进行交互。使用这种网络开发了许多应用程序,因为此类应用程序的一类是点对点数据库。点对点数据库系统允许共享非结构化数据,能够集成来自多个数据源的数据,而不需要大量投资,因为它们使用的是现有的存储库。然而,网络的高度灵活性和动态性,以及信息的缺乏集中管理,使得信息在网络中各个参与者之间的定位过程变得复杂。在此背景下,本文提出了一种路由系统架构的原始贡献,该架构使用蚁群算法来优化本体支持的所需信息的搜索,从而为共享数据添加语义,实现异构数据库之间的集成,同时寻求减少网络上的消息流量,而不会造成响应量的损失,该数量的改进证实了22.5%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Architecture for Peer-to-Peer Databases with Routing Queries Using Ant Colony Algorithm and Semantic Support
In a peer-to-peer network, the nodes interact with each other by sharing resources, services and information. Many applications have been developed using such networks, being a class of such applications are peer-to-peer databases. The peer-to-peer databases systems allow the sharing of unstructured data, being able to integrate data from several sources, without the need of large investments, because they are used existing repositories. However, the high flexibility and dynamicity of networks the network, as well as the absence of a centralized management of information, becomes complex the process of locating information among various participants in the network. In this context, this paper presents original contributions by a proposed architecture for a routing system that uses the Ant Colony algorithm to optimize the search for desired information supported by ontologies to add semantics to shared data, enabling integration among heterogeneous databases and the while seeking to reduce the message traffic on the network without causing losses in the amount of responses, confirmed by the improve of 22.5% in this amount.
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