基于大数据的智能管道技术研究

摘要

It proposed a network smart pipe architecture based on big data according to the actual problems faced by operators as wel as the 3GPP standard on the definition of intel igent pipeline defects. It also gives detailed introduction on the layered logical struc-ture of the network intel igent pipe architecture,the methods on signaling and user data col ection,processing requirements and applications,the specific signaling range of data acquisition,acquisition interference,acquisition point. According to the actual situation of the operator equipment capacity,it analyzed the association processing and format requirements of the col-lected data and provided the reason,method and value of multi data source association. Final y,it presented how to evaluate the user experience by using intel igent pipeline big data,and introduced the analysis method based on intel igent pipeline for the user experience of mobile communication network.%根据运营商面临的实际问题以及3GPP标准对智能管道定义的缺陷，提出了一种基于大数据的网络智能管道体系架构，形成了分层的逻辑结构，并对信令和用户面数据的采集内容、处理要求和应用进行了探索，研究了数据采集的具体信令范围，采集接口，采集点，根据运营商设备能力的实际情况，分析了需要对采集的数据进行的关联处理和格式要求，以及多数据源关联的原因、方法及其价值。最后将智能管道大数据应用于用户体验评估，并对常见的移动用户体验问题提出了基于智能管道的分析方法。