摘要
介绍大数据时代医疗行业数据挖掘面临的挑战,结合云计算提出一种基于Hadoop生态环境搭建的医疗云数据挖掘平台架构,详细阐述其各层功能,包括基础层、平台层、功能层以及业务层,以期为医疗行业的大数据分析及挖掘提供新思路。
The paper introduces the challenge of data mining of medical industry in the age of big data, and proposes a platform of medical data mining based on Hadoop ecosystem with the technology of cloud computing. The detailed function layer is also described in the paper including fundamental layer, platform layer , function layer and business layer for providing new ideas for big data analysis and mining in medical industry.
出处
《医学信息学杂志》
CAS
2013年第5期7-12,共6页
Journal of Medical Informatics
基金
科技部973项目"面向云计算的数据传输用新型光纤及云存储数据高可用性关键技术研究"(项目编号:2012CB724105)
关键词
云计算
大数据
数据挖掘
Cloud computing
Big data
Data mining