分布式文件系统与MPP数据库的混搭架构在电信大数据平台中的应用

doi:10.3969／j.issn.1000-0801.2013.11.003

Telecommunications Science ›› 2013, Vol. 29 ›› Issue (11): 12-16.doi: 10.3969／j.issn.1000-0801.2013.11.003

• Big data platform and Application • Previous Articles Next Articles

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

Yu Zhang¹,Xin Cai²,Aimin Li³,Yi Liu³,Xiaohui Yao²

¹ Shanghai Branch of China Telecom Co., Ltd., Shanghai 200122, China
² Shanghai Research Institute of China Telecom Co., Ltd., Shanghai 200122, China
³ China Telecom Corporation, Beijing 100032, China

Online:2013-11-20 Published:2017-07-04

Abstract

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.

Key words: distributed file system, MPP database, mashup architecture

Yu Zhang,Xin Cai,Aimin Li,Yi Liu,Xiaohui Yao. Application of Distribute File System ＆ MPP Database Mashup Architecture in Telecom Big Data Platform[J]. Telecommunications Science, 2013, 29(11): 12-16.

对比项	分布式文件系统	MPP数据库
报表分析		√
交互分析		√
清单提供	√
数据挖掘	√	√

1	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
2	Apache HBase.
3	Big data debate: will HBase dominate NoSQL.
4	MapReduce and MPP: two sides of the big data coin.
5	Greenplum Pivotal HD结合了SQL和Hadoop的优势.

[1]	Chengling LI,Yuxiang ZHENG,Yiqi HONG,Wen LI,Huimin GUO. Research on the selection of grid data storage technology [J]. Telecommunications Science, 2018, 34(5): 183-191.
[2]	Baoyou WANG,Jing QIAN,Shijin YUAN. Research and implementation on acquisition scheme of telecom big data based on Hadoop [J]. Telecommunications Science, 2017, 33(1): 135-142.
[3]	Yuexiang Yang,Wenping Deng,Jinsheng Deng,Yang Li. System Architecture and Key Technology of Network Disk Based on Cloud Storage [J]. Telecommunications Science, 2012, 28(10): 68-72.
[4]	Feng Wang,Baohua Lei. Modeling and Analysis of Hadoop Distributed File System [J]. Telecommunications Science, 2010, 26(12): 95-99.

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

RichHTML

PDF下载

Knowledge

Abstract

Cite this article

share this article

Figures/Tables 2

References 5

Related Articles 4

Metrics

Recommended 0