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The Bidirectional Data Flow Based on the Data-Lake
Xu, Liyuan1; Qian, Li1,2; Chang, Zhijun1,2; Wu, Zhenxin1,2
2020
Conference Name13th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics
Source Publication13th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2020
Issue1
Conference DateOctober 17, 2020 - October 19, 2020
Conference Placeonline
PublisherInstitute of Electrical and Electronics Engineers Inc.
Abstract

In order to comply with the rapid development of our data resources, this paper focuses on the collection, analysis and integration of our multi-source heterogeneous data resources based on the data-lake structure (short for the forward data flow), and publishes the standard data from our data-lake to many characteristic field centers through the micro service (short for the reverse data flow). So as to keep the data fresh by bidirectional data flow, and to achieve the optimal utilization rate. It effectively supports the data display and knowledge service of many characteristic field centers, and supports scientific researchers with convenience of utilizing knowledge resources in their professional field. At present, the bidirectional data flow mechanism has established friendly cooperation with more than 10 characteristic field centers, and has provided regular and continuous data flow services, the amount of data reached to 18 million.

DOI10.1109/CISP-BMEI51763.2020.9263496
URL查看原文
Indexed ByEI
Language英语
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Document Type会议论文
Identifierhttp://ir.las.ac.cn/handle/12502/11506
Collection中国科学院文献情报中心(北京)
中国科学院文献情报中心(北京)_信息系统部
Corresponding AuthorXu, Liyuan
Affiliation1.National Science Library Chinese Academy of Sciences
2.Department of Library, Information and Archives Management, University of Chinese Academy of Sciences
First Author Affilication中国科学院文献情报中心
Corresponding Author Affilication中国科学院文献情报中心
Recommended Citation
GB/T 7714
Xu, Liyuan,Qian, Li,Chang, Zhijun,et al. The Bidirectional Data Flow Based on the Data-Lake[C]:Institute of Electrical and Electronics Engineers Inc.,2020.
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