一种用于大数据系统数据库迁移的多Agent方法

IF 0.7 Q4 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS New Mathematics and Natural Computation Pub Date : 2017-07-01 DOI:10.1142/S1793005717400051
Mihai Horia Zaharia
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引用次数: 3

摘要

本文提出了在大数据主流下加快各种数据融合的可能解决方案。所有可能来源的数据丰富和融合仍处于开始阶段。因此,必须对现有技术进行重组,以增加现有数据库或物联网特定数据库的集成,从而利用大数据的优势实现数据创建网络的最终目标。本文采用针对语义web的解决方案,设计了一个基于智能代理的系统。它试图解决一些特定于数据库迁移系统自动化的问题,最终目标是在各种数据存储库或生产者上创建一个公共本体,以便将它们集成到基于大数据架构的系统中。
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A Multiagent Approach to Database Migration for Big Data Systems
Presented in this paper is a possible solution for speeding up the integration of various data in the big data mainstream. The data enrichment and convergence of all possible sources is still at the beginning. As a result, existing techniques must be retooled in order to increase the integration of already existing databases or of the ones specific to Internet of Things in order to use the advantages of the big data to fulfill the final goal of web of data creation. In this paper, semantic web-specific solutions are used to design a system based on intelligent agents. It tries to solve some problems specific to automation of the database migration system with the final goal of creating a common ontology over various data repositories or producers in order to integrate them into systems based on big data architecture.
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来源期刊
New Mathematics and Natural Computation
New Mathematics and Natural Computation MATHEMATICS, INTERDISCIPLINARY APPLICATIONS-
CiteScore
1.70
自引率
10.00%
发文量
47
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