基于数据挖掘的集成信令存储和应用平台研究

针对现有信令数据存储与分析应用模块的独立式架构不利于信令数据的保存与分析的问题,文中设计了一种基于数据挖掘的集成信令存储和应用平台架构。通过设计并行数据挖掘信令分析模块架构,面向数据挖掘的信令存储技术和信令数据集成应用平台,重新定义了基于数据挖掘的信令监测平台架构。利用信令数据仓库中的ETL工具,实现信令数据存储以及应用的一体化设计。所设计的集成信令存储和应用平台通过数据挖掘可以有效分析信令数据特性,提高信令数据存储和应用的效率,对于大规模信令监测具有一定的意义。

Research on Integrated Signaling Storage and Application Platform Based on Data Mining

Aiming at the problem that the existing independent architecture of signaling data storage and analysis application module is not conducive to the preservation and analysis of signaling data, this paper designed an integrated signaling storage and application platform architecture based on data mining. By designing the signaling analysis module architecture of parallel data mining, Data Mining Oriented signaling storage technology and signaling data integration application platform, the framework of signaling monitoring platform based on data mining was redefined. The integrated design of signaling data storage and application was realized by using ETL tool in signaling data warehouse. The integrated signaling storage and application platform designed in this paper could effectively analyze the characteristics of signaling data through data mining and improved the efficiency of storage and application of signaling data, which had certain significance for large-scale signaling monitoring.