电信科学 ›› 2012, Vol. 28 ›› Issue (2): 22-26.doi: 10.3969/j.issn.1000-0801.2012.02.005

• 专题：信息数据管理与分析应用 • 上一篇    下一篇

以分布式计算实现电信数据分析业务加速的研究

闻剑峰,石屹嵘   

  1. 中国电信股份有限公司上海研究院 上海 200122
  • 出版日期:2012-02-15 发布日期:2012-02-15

Research on Basing Distributed Computing Framework to Achieve Accelerating the Data Analysis Application of Telecommunications

Jianfeng Wen,Yirong Shi   

  1. Shanghai Research Institute of China Telecom Co.,Ld.,Shanghai 200122,China
  • Online:2012-02-15 Published:2012-02-15

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380

被引次数

5

摘要：

本文剖析了电信数据分析系统存在的问题，针对其性能瓶颈提出了基于 Hadoop 框架的分布式计算架构，实现电信数据分析的业务加速。接着对基于分布式计算框架的数据分析方案的功能模型和加速能力展开论述，并对分布式计算在电信数据分析业务加速方面的实际应用情况做了进一步的分析和比较，为业界对分布式计算在相关领域的应用提供了有益的借鉴。

关键词: 分布式计算, 海量数据, 商业智能, 智能取数平台

Abstract:

The paper analyzes the problems of data analysis system of telecommunications.With the business needs and technology trends,it proposes a solution based on Hadoop distributed computing framework to accelerate data analysis for the telecommunications infrastructure services.Then,this paper describes a framework including technology solutions,functional model,and acceleration which based on distributed data analysis system.And also does a further analysis and comparison with the application of distributed computing.This paper will provide a useful reference for the industry of distributed computing applications in related fields.

Key words: distributed computing, mass data, business intelligence, IDAP

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