A Big Data Processing Platform for Medical Records in Cloud

被引：0
作者：
Yang, Chao-Tung [1 ]
Liu, Jung-Chun [1 ]
Lu, Hsin-Wen [1 ]
Yan, Yin-Zhen [1 ]
Chu, Cheng-Chung [1 ]
机构：
[1] Tunghai Univ, Dept Comp Sci, Taichung 40704, Taiwan
来源：
INTELLIGENT SYSTEMS AND APPLICATIONS (ICS 2014) | 2015年 / 274卷
关键词：
Cloud Computing; Big Data; Hadoop; MapReduce; HBase;
D O I：
10.3233/978-1-61499-484-8-1406
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, we build a cloud storage platform with HBase for storing and analyzing big data of medical records and improve the performance of importing data into database. The data of medical records are stored in HBase database platform for big data storage. It also can compute through Hadoop MapReduce for HBase database to do distributed computing or cloud computing to process medical records, and to provide functions, including keyword search, data filtering, and basic statistics.
引用
收藏
页码：1406 / 1415
页数：10
相关论文
共 18 条
  • [1] [Anonymous], J CHINA U POSTS TELE
  • [2] [Anonymous], 2011, 6 INT C
  • [3] Bai J, 2013, 2013 NINTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION (ICNC), P1166, DOI 10.1109/ICNC.2013.6818154
  • [4] Cai LZ, 2013, 2013 IEEE/ACIS 12TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE (ICIS), P353, DOI 10.1109/ICIS.2013.6607866
  • [5] Bridging Electronic Health Record Access to the Cloud
    Coats, Brian
    Acharya, Subrata
    [J]. 2014 47TH HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES (HICSS), 2014, : 2948 - 2957
  • [6] Ding HJ, 2012, INT CONF CLOUD COMPU, P716, DOI 10.1109/CCIS.2012.6664268
  • [7] Hsu Wen-Hung, 2013, 2013 C PAR DISTR COM
  • [8] Issues in Handling Complex Data Structures with NoSQL databases
    Lombardo, Santo
    Di Nitto, Elisabetta
    Ardagna, Danilo
    [J]. 14TH INTERNATIONAL SYMPOSIUM ON SYMBOLIC AND NUMERIC ALGORITHMS FOR SCIENTIFIC COMPUTING (SYNASC 2012), 2012, : 443 - 448
  • [9] Free Web-based Personal Health Records: An Analysis of Functionality
    Luis Fernandez-Aleman, Jose
    Luis Seva-Llor, Carlos
    Toval, Ambrosio
    Ouhbi, Sofia
    Fernandez-Luque, Luis
    [J]. JOURNAL OF MEDICAL SYSTEMS, 2013, 37 (06)
  • [10] Nishimura S, 2013, DISTRIB PARALLEL DAT, V31, P289, DOI 10.1007/s10619-012-7109-z
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