{"title":"A prototype of healthcare big data processing system based on Spark","authors":"Wenzhi Liu, Qi Li, Yunpeng Cai, Ye Li, Xiaoyan Li","doi":"10.1109/BMEI.2015.7401559","DOIUrl":null,"url":null,"abstract":"With many theoretical and technological obstacles in health big data processing, it is hard to transfer data into successful and valuable applications. Meeting the Challenge of handling big data in healthcare information construction procedure, this paper proposes a referential architecture on the platform solution to overcome the problems in tremendous of healthcare big data process. Based on the proposed architecture a prototype has been built for healthcare big data analysis. Taking statistical analysis in administrator decide supporting service as an example, this paper tests the running performance and demonstrating effect of the prototype system for healthcare big data processing based on Spark.","PeriodicalId":119361,"journal":{"name":"2015 8th International Conference on Biomedical Engineering and Informatics (BMEI)","volume":"51 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"13","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 8th International Conference on Biomedical Engineering and Informatics (BMEI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/BMEI.2015.7401559","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 13
Abstract
With many theoretical and technological obstacles in health big data processing, it is hard to transfer data into successful and valuable applications. Meeting the Challenge of handling big data in healthcare information construction procedure, this paper proposes a referential architecture on the platform solution to overcome the problems in tremendous of healthcare big data process. Based on the proposed architecture a prototype has been built for healthcare big data analysis. Taking statistical analysis in administrator decide supporting service as an example, this paper tests the running performance and demonstrating effect of the prototype system for healthcare big data processing based on Spark.
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