大数据在移动网络智能化建设中的应用研究  

The Research on the Application of Big Data Technologies in the Smart Construction of a Mobile Network

作　　者：王志军[1] 

机构地区：[1]中国联通研究院,北京100032

出　　处：《信息通信技术》2016年第4期58-64,74,共8页Information and communications Technologies

基　　金：国家发展与改革委员会“移动互联网及第四代移动通信(TD-LTE)产业化专项”课题“移动互联网大数据关键技术研发及产业化”资助项目

摘　　要：建设有效支撑"互联网+"产业发展的移动通信网络是运营商面临的重要课题。分析移动网络建设面临的建设精准性差、关注用户和业务感知少、难以精确掌握网络的整体运行情况等突出问题,提出网络建设应"以用户体验为中心"。重点分析移动网络中能够提取的数据,提出"过程"数据在网络智能化建设中的重要性。研究提出如何获取、记录,以及如何存储和处理过程大数据的方法。并对上述数据在网络可视化、网络规划优化以及智能业务营销等方面的应用进行剖析。A well-constructed mobile network is the foundation to effectively support the Internet services in this Mobile Internet era. Based on the analysis of the major problems faced in the construction of a mobile network, including the poor accuracy in the location selecting of base stations and relative network elements, less attention to the customer perception, and difficult mastering of the overall network status, the paper proposes that the customer experience should be the first factor to be considered. The paper also studies the data that can be extracted from the mobile network and proposes that the procedure data will play a key role in adding intelligence to the network construction. Moreover, the capturing, curating, recording, storing and processing methods on the procedure data are studied. Based on the big data, the applications of network visualization, planning, optimization and smart business marketing are elaborated.

关 键 词：大数据 移动网络 用户感知 智能化建设 过程数据 

分 类 号：TN929.5[电子电信—通信与信息系统]