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A NEW APPROACH FOR MIGRATION OF A RELATIONAL DATABASE INTO COLUMN-ORIENTED NOSQL DATABASE ON HADOOP

机译:在HADOOP上将关系数据库迁移到面向列的NoSQL数据库的新方法

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This article presents a new approach based on the "Object" concept, to successfully migrate a relational MySQL database to a column oriented HBase NoSQL database. The purpose of this article is to provide a new model of migration process divided into three phases, the first of which allows to obtain a copy of these metadata using the principle of semantic enrichment, and this to extract the different principles of the objects, including aggregation, inheritance and composition, the second phase of the process concerns the automatic generation of a New Optimised Data Model 'NODM' containing all relational database information in a flattened way. The last phase serves for the migration of the existing relational database into column-oriented database in the Hadoop ecosystem. The whole approach proposes a migration solution from a relational database to a NoSQL column-oriented database, which exploits the fast extraction of data columns for several types of applications, thus generating a better factor for analytic query performance, minimizes the input / output load of the disk, and reduces the amount of data being addressed from the disk.
机译:本文提出了一种基于“对象”概念的新方法,该方法可以成功地将关系MySQL数据库迁移到面向列的HBase NoSQL数据库。本文的目的是提供一个新的迁移过程模型,该模型分为三个阶段,第一个阶段允许使用语义丰富的原理来获取这些元数据的副本,并以此提取对象的不同原理,包括聚合,继承和组合,该过程的第二阶段涉及自动生成新优化数据模型'NODM',其中包含所有关系数据库信息。最后一个阶段用于将现有的关系数据库迁移到Hadoop生态系统中的面向列的数据库。整个方法提出了从关系数据库到面向NoSQL列的数据库的迁移解决方案,该解决方案利用了针对几种类型的应用程序的数据列的快速提取,从而为分析查询性能提供了更好的因素,从而最大程度地减少了输入/输出负载。磁盘,并减少了从磁盘寻址的数据量。

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