中国医疗设备2017，Vol.32Issue(11)：136-139,160,5.DOI:10.3969/j.issn.1674-1633.2017.11.035
基于Spark的医疗服务大数据 统计平台的应用
Application of the Big Data Statistics Platform for Medical Services Based on Spark
摘要
Abstract
Objective The purposes of this article are to explore the application data processing method and technology in the field of medical services big data, and to improve the efficiency of interactive statistical computing, so as to provide first-hand practical information for the further excavation and utilization of medical service big data.Methods This paper analyzed the medical big data sources, characteristics and the development of processing technology, and put forward a set of parallel computing solutions based on the Spark according to the functional and performance requirements of data statistics, analysis and usage.Results This paper completed the system architecture design of the big data interactive analysis platform of medical service, and carried out the realization, comparison and verification of the prototype of the statistical system based on the Spark computing platform.Conclusion Spark can satisfy the processing requirements of medical service big data, and also can meet the processing requirements of data mining which is represented by iterative calculation, graphical analysis data processing. It will have more extensive and in-depth applications in medical service big data processing.关键词
Spark/交互式分析平台/医疗服务/医疗大数据/统计系统原型/数据挖掘Key words
Spark/interactive analysis platform/medical service/medical big data/statistical system prototype/data mining分类
信息技术与安全科学引用本文复制引用
范炜玮,王虹,吴飞..基于Spark的医疗服务大数据 统计平台的应用[J].中国医疗设备,2017,32(11):136-139,160,5.基金项目
国家支撑计划课题(2015BAI01B14). （2015BAI01B14）
