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2020 | OriginalPaper | Chapter

Big Data Management: A Case Study on Medical Data

Authors : Vlad Sulea, Ioana Ciuciu

Published in: On the Move to Meaningful Internet Systems: OTM 2019 Workshops

Publisher: Springer International Publishing

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Abstract

The paper introduces an approach for scalable data management in the context of Big Data. The main objective of the study is to design and implement a metadata model and a data catalog solution based on emerging Big Data technologies. The solution is scalable and integrates the following components: (1) the data sources; (2) a file scanner; (3) the metadata storage and processing component; and (4) a visualization component. The approach and its underlying metadata model are demonstrated with a toy use case from the medical domain, and can be easily adapted and extended to other use cases and requirements.

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Literature
1.
Edjlali, R., Duncan, A.D., De Simoni, G., Zaidi, E.: Data Catalogs Are the New Black in Data Management and Analytics. Gartner Research (2017)
2.
Bullivant, R.: Data Catalogues Might be the New Black, But Metadata Discovery to Provision Them Can be Tricky. Silwood (2018)
3.
Wells, D: The Ultimate Guide to Data Catalogs, Key Things to Consider When Selecting a Data Catalog. Eckerson Group (2018)
4.
5.
Bieh-Zimmert, O., Engel, M., Kraus, S.: Cataloging Data. A capability maturity model for data catalogs, Deloitte Analytics Institute, Whitepaper (2018)
6.
7.
Goetz, M., Leganza, G., Hoberman, E., Hartig, K.: The Forrester WaveTM: Machine Learning Data Catalogs, Q2 2018 (2018)
8.
9.
Brown, A.: Data Catalogs and the Maturation of the Machine Learning Market (2018)
10.
Pathak, G.: A Big Metadata Problem, Metadata Management that Scales: Dealing with Big Metadata (2017)
11.
12.
13.
Knight, M.: To Drive Business Success Implement a Data Catalog and Data Inventory (2018)
14.
15.
16.
17.
Ciuciu, I., Ene, A.B., Lazar, C.: An ICT project case study from education: a technology review for a data engineering pipeline. In: Proceedings of BIS 2019, Seville, Spain (2019)
18.
19.
20.
21.
22.
23.
Metadata
Title
Big Data Management: A Case Study on Medical Data
Authors
Vlad Sulea
Ioana Ciuciu
Copyright Year
2020
Book
On the Move to Meaningful Internet Systems: OTM 2019 Workshops

Print ISBN: 978-3-030-40906-7

Electronic ISBN: 978-3-030-40907-4

Copyright Year: 2020

DOI
https://doi.org/10.1007/978-3-030-40907-4_20

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