Application of Distribute File System ＆ MPP Database Mashup Architecture in Telecom Big Data Platform

Yu Zhang; Xin Cai; Aimin Li; Yi Liu; Xiaohui Yao

doi:10.3969／j.issn.1000-0801.2013.11.003

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Application of Distribute File System ＆ MPP Database Mashup Architecture in Telecom Big Data Platform

Big data platform and Application | 更新时间：2024-06-05

- Application of Distribute File System ＆ MPP Database Mashup Architecture in Telecom Big Data Platform
- Telecommunications Science Vol. 29, Issue 11, Pages: 12-16(2013)
- 作者机构：
  
  1. 中国电信股份有限公司上海分公司上海200122
  2. 中国电信股份有限公司上海研究院上海200122
  3. 中国电信集团公司北京100032
- 作者简介：
- 基金信息：
- DOI：10.3969／j.issn.1000-0801.2013.11.003
  CLC：
- Published Online：2013-11，
  
  Published：20 November 2013
- 稿件说明：
移动端阅览
Yu Zhang, Xin Cai, Aimin Li, et al. Application of Distribute File System ＆ MPP Database Mashup Architecture in Telecom Big Data Platform[J]. Telecommunications science, 2013, 29(11): 12-16.
DOI：

Yu Zhang, Xin Cai, Aimin Li, et al. Application of Distribute File System ＆ MPP Database Mashup Architecture in Telecom Big Data Platform[J]. Telecommunications science, 2013, 29(11): 12-16. DOI： 10.3969／j.issn.1000-0801.2013.11.003.

摘要

通过对分布式文件系统和MPP数据库这两种大数据技术领域重要方向的研究比较，提出了采用混搭架构进行大数据平台架构规划和设计的思路和实现方法，并在具体项目中进行了实际验证。该架构能够兼具两种技术的优点，适应不同场景的大数据存储和处理要求。

Abstract

Distributed file system and MPP database are two important directions in the domain of big data. Based on the research of the two techniques

the sketch and implement method of big data platform architecture planning and design were put forward using the mashup architecture

and the actual verification in the specific project was carried out. This architecture can combines the advantages of both two techniques

and can adapt to the different scenes of big data storage ＆ processing requirements.

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references

周宝曜，刘伟，范承工．大数据：战略、技术、实践．北京：电子工业出版社， 2013

Apache HBase . http://hbase.apache.org/ http://hbase.apache.org/

Big data debate: will HBase dominate NoSQL . http://www.informationweek.com/software/enterprise-applications/big-data-debate-will-hbase-dominate-nosq/240159475 http://www.informationweek.com/software/enterprise-applications/big-data-debate-will-hbase-dominate-nosq/240159475

MapReduce and MPP: two sides of the big data coin . http://www.zdnet.com/blog/big-datamapreduce-and-mpp-two-sides-of-the-big-data-coin/121 http://www.zdnet.com/blog/big-datamapreduce-and-mpp-two-sides-of-the-big-data-coin/121

Greenplum Pivotal HD结合了SQL和Hadoop的优势 . http://www.infoq.com/cn/news/2013/03/Pivotal-HD-SQL-Hadoop http://www.infoq.com/cn/news/2013/03/Pivotal-HD-SQL-Hadoop

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