Cloud Computing Model for Analyzing Antibiotic Usage from the National Health Insurance Research Database

被引:0
作者
Hung, Che-Lun [1 ]
Lin, Ching-Heng [2 ]
Lu, Sheng-Ya [3 ]
Kao, Yi-Chia [3 ]
Li, Li-Ying [4 ]
机构
[1] Providence Univ, Dept Comp Sci & Commun Engn, 200,Sec 7,Taiwan Blvd, Taichung 43301, Taiwan
[2] Taichung Vet Gen Hosp, Dept Med Res, 1650,Sec 4,Taiwan Blvd, Taichung 40705, Taiwan
[3] Providence Univ, Dept Comp Sci & Informat Engn, 200,Sec 7,Taiwan Blvd, Taichung 43301, Taiwan
[4] Providence Univ, Dept Comp Sci & Informat Management, 200,Sec 7,Taiwan Blvd, Taichung 43301, Taiwan
来源
2017 14TH INTERNATIONAL SYMPOSIUM ON PERVASIVE SYSTEMS, ALGORITHMS AND NETWORKS & 2017 11TH INTERNATIONAL CONFERENCE ON FRONTIER OF COMPUTER SCIENCE AND TECHNOLOGY & 2017 THIRD INTERNATIONAL SYMPOSIUM OF CREATIVE COMPUTING (ISPAN-FCST-ISCC) | 2017年
关键词
National Health Insurance; Antibiotics; Cloud Computing; Hadoop; MySQL; DISORDER; RISK;
D O I
10.1109/ISPAN-FCST-ISCC.2017.77
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In the past two decades, due to Taiwans national insurance policy, a substantial amount of medical and patient records have been stored in a large database. From this database, much important medical knowledge has been discovered; however, with the rapid growth of database size, it takes an increasingly long time to process queries on the database, even rather simple queries. We, therefore, propose a cloud computing model to process large volumes of medical data by using a Hadoop ecosystem. From our experimental results, we conclude that our proposed model can achieve significant speedup over traditional database systems, such as MySQL.
引用
收藏
页码:363 / 368
页数:6
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