集成技术2016，Vol.5Issue(2)：2-18,17.
大数据分析平台建设与应用综述
Review on Construction and Application of Big Data Analytical Platform
王强 1李俊杰 1陈小军 1黄哲学 1陈国良2
作者信息
- 1. 深圳大学大数据技术与应用研究所深圳 518060
- 2. 深圳大学高性能计算研究所深圳 518060
- 折叠
摘要
Abstract
The big data analytics platform is an indispensable infrastructure for big data processing and applications. Based on our research activities, practical experiences with big data analytics, and lessons learnt from industrial projects, this paper addressed the platform design, mainstream technologies, and industrial cases of big data analytics platforms. Firstly, the main functions and architecture of such platforms were analyzed. Then the key enabling technologies were introduced with a focus on the architecture of Spark and its core components. Finally three application case studies were presented in the areas of massive manufacture, retail, and smart grids.关键词
大数据平台/大数据分析/大数据应用/内存计算Key words
big data platform/big data analytics/big data application/Spark分类
信息技术与安全科学引用本文复制引用
王强,李俊杰,陈小军,黄哲学,陈国良..大数据分析平台建设与应用综述[J].集成技术,2016,5(2):2-18,17.
