A prototype of healthcare big data processing system based on Spark

Wenzhi Liu · Qi Lecky Li · Yunpeng Cai · Ye Li · Xiaoyan Li

11 citations0/0 files storedInternational Conference on Biomedical Engineering and Informatics (BMEI)

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Big Data Technologies and Applications Cloud Computing and Resource Management Artificial Intelligence in Healthcare

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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2014Defining architecture components of the Big Data Ecosystem 2013Big Data and Disease Prevention: From Quantified Self to Quantified Communities 2014The Promise and Potential of Big Data: A Case for Discovery Informatics 2013Unlocking the Power of Big Data at the National Institutes of Health

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