基于海量话单的5G工参数据完整性跨域分析

Cross domain analysis of 5G common parameters integrity based on massive call detail records

随着我国5G网络的蓬勃发展,建设的5G基站越来越多,如何管理好5G基站的工参信息变得尤为重要。由于用户的使用习惯,手机上网流量同比大幅度增长,流量话单的分析也成为了运营商重要的数据分析手段。本文在分析话单数据特性的基础上,提出了基于话单数据的工参完整性跨域对比方案。同时,为解决话单和工参文件的大文件处理问题,提升数据分析效率,本文提出了一种工参完整性分析模型,该模型基于内存映射、多线程和LINQ内存数据库等技术,可实现全量工参数据和话单数据等大文件的识别加载、统计对比分析,从而有效提高5G工参数据完整性分析效率。

With the fl ourishing development of 5G network in China,more and more 5G base stations have been built.The management of the 5G base station’s common parameters has become particularly important.At the same time,according to the using habit,the usage of mobile Internet data has increased signifi cantly year by year.Therefore,the analysis of traffi c call detail records has become an vital method.Based on the analysis of the features of the call detail records,this article proposed a cross domain comparison scheme for the integrity of common parameters based on the call detail records.In order to solve the problem of large fi le processing of call detail records and common parameters fi les,as well as improve the effi ciency of data analysis,this article implemented a tool for analyzing the integrity of common parameters.This tool provides support technologies such as memory mapping,multi-threading,and LINQ memory database to identify,load,count and compare large fi les,for instance,full amount of common parameters and call detail records.And this tool can improve the effi ciency of 5G common parameters integrity analysis.