Research and implementation of mobile DPI association algorithm with big data technology

Xiaosong LIU; Yi’an MA

doi:10.11959/j.issn.1000-0801.2017343

您当前的位置：

首页 >

文章列表页 >

Research and implementation of mobile DPI association algorithm with big data technology

Column:big data technology and application | 更新时间：2024-06-05

- Research and implementation of mobile DPI association algorithm with big data technology
- Telecommunications Science Vol. 33, Issue 12, Pages: 121-126(2017)
- 作者机构：
- 作者简介：
- 基金信息：
- DOI：10.11959/j.issn.1000-0801.2017343
  CLC： TN915
- Published Online：2017-12，
  
  Published：20 December 2017
- 稿件说明：
移动端阅览
Xiaosong LIU, Yi’an MA. Research and implementation of mobile DPI association algorithm with big data technology[J]. Telecommunications science, 2017, 33(12): 121-126.
DOI：

Xiaosong LIU, Yi’an MA. Research and implementation of mobile DPI association algorithm with big data technology[J]. Telecommunications science, 2017, 33(12): 121-126. DOI： 10.11959/j.issn.1000-0801.2017343.

摘要

针对近年来4G渗透率不断提高所带来的用户质疑流量使用情况的问题，通过深入的研究提出了一种利用移动DPI 的详细话单与计费话单关联的算法，采用大数据平台以及相关处理技术对算法进行了实现，并展示了现网运行评估的效果。

Abstract

In order to solve the problem of traffic usage caused by the increasing penetration rate of 4G in recent years

an algorithm that uses mobile DPI detailed bill and billing bill was proposed

and big data platform was adopted.The related processing technology implements the algorithm and shows the effect of the current network operation evaluation.

关键词

Keywords

references

POIKSELKA M , MAYER G , KHARTABIL H , 等 . IMS：移动领域的 IP 多媒体概念和服务 [M ] . 赵鹏,周胜,望玉梅 ,译. 北京 : 机械工业出版社 , 2005 .

POIKSELKA M , MAYER G , KHARTABIL H , et al . IMS:IP Multimedia Concepts and services in the mobile field [M ] . Translated by ZHAO P,ZHOU S,WANG Y M . Beijing : China Machine Press , 2005 .

胡乐明 , 曹磊 , 陈洁 . IMS 技术原理及应用 [M ] . 北京 : 电子工业出版社 , 2006 .

HU L M , CAO L , CHEN J . The principle and application of IMS technology [M ] . Beijing : Publishing House of Electronics Industry , 2006 .

3GPP.Telecommunication management; charging management;charging data records (CDR) file format and transfer:TS32.297 [S ] . 2012 .

3GPP.Telecommunication management; Charging management; charging data record (CDR) parameter description:TS32.298 [S ] . 2012 .

3GPP.Telecommunication management; charging management;charging architecture and principles:TS32.240 [S ] . 2012 .

魏永 , 周云峰 , 郭利超 . OpenDPI报文识别分析 [J ] . 计算机工程 , 2011 ( S1 ): 98 - 100 .

WEI Y , ZHOU Y F , GUO L C . Analysis of OpenDPI message recognition [J ] . Computer Engineering , 2011 ( S1 ): 98 - 100 .

黄晓武 . 基于 DPI 技术的网络流控策略 [J ] . 电脑知识与技术 , 2011 , 07 ( 2X ): 1260 - 1261 .

HUANG X W . Network flow control strategy based on DPI technology [J ] . Computer Knowledge and Technology , 2011 , 07 ( 2X ): 1260 - 1261 .

于娟 , 袁春蕾 . 网络流量实时监控分析系统的设计与实现 [J ] . 物联网技术 , 2013 ( 2 ): 71 - 73 .

YU J , YUAN C L . Design and implementation of real-time network traffic monitoring and analysis system [J ] . Internet of Things Technologies , 2013 ( 2 ): 71 - 73 .

邓博 . 基于数据挖掘技术构建电信4G客户预测模型的研究 [D ] . 兰州:兰州大学 , 2015 .

DENG B . Research on the construction of telecom 4G customer prediction model based on data mining technology [D ] . Lanzhou:Lanzhou University , 2015 .

Views

734

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Business Innovation and Platform Evolution of Carriers in LTE Era

Security access permission authentication simulation of multi-source network big data based on blockchain

Research on theoretical ultimate value of 5G flow residence ratio based on big data

A big data framework for short-term power load forecasting using heterogenous data

Research on co-spectrum sharing technology in LTE 2.1 GHz

Related Author

Bohan Liang

Bin LI

Hui HE

Zhongying ZHAO

Jingwei GUO

Hongjia LIU

Bei LI

Wei ZHAO

Related Institution

Research Institute of China United Network Communications Co., Ltd.

China United Network Communications Group Co., Ltd.

Zhejiang Branch of China United Network Communications Co., Ltd.

Willfar Information Technology Co., Ltd.

China Electronic Power Equipment and Technology Co., Ltd.

⁰