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개인 건강 정보 처리를 위한 배치 어플리케이션에서 데이터 질의 속도 향상을 위한 PHDItemReader 설계 및 구현Desgin and Implementation of PHDItemReader to Speed up Data Query in Batch Application for Processing Personal Health Recor
- Other Titles
- Desgin and Implementation of PHDItemReader to Speed up Data Query in Batch Application for Processing Personal Health Recor
- Issue Date
- Dec-2020
- Publisher
- 한국멀티미디어학회
- Keywords
- PHR; Spring; Batch; MongoDB
- Citation
- 멀티미디어학회논문지, v.23, no.12, pp.1496 - 1506
- Journal Title
- 멀티미디어학회논문지
- Volume
- 23
- Number
- 12
- Start Page
- 1496
- End Page
- 1506
- ISSN
- 1229-7771
- Abstract
- With the progress of miniaturization and high performance of various sensors, a lot of data is generated in various fields and being collected in real-time, but the use of such large-capacity data is often unable to keep up with the collection technology. In the medical field, health data is collected and managed by platform, which causes inconvenience to users in searching their own health data and receiving medical services. In this paper, in order to solve these problems, we designed and implemented PHDItemReader to improve the speed of data query in a batch application environment that can integrate and process health data having various data expression formats. The experiment compared and analyzed 3 types of query speed based on 1,000,000 hypothetical health data, and as a result of the experiment, it was verified that the PHDItemReader implemented in this paper improved up to about 21% compared to the existing one.
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Collections - IT융합대학 > 컴퓨터공학과 > 1. Journal Articles
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Related Researcher
- Hwang, Hee Joung
- College of IT Convergence (컴퓨터공학부(컴퓨터공학전공))