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In defense of decentralized research data management
Decentralized research data management (dRDM) systems handle digital research objects across participating nodes without critically relying on central services. We present four perspectives in defense of dRDM, illustrating that, in contrast to centralized or federated research data management soluti...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9731181/ https://www.ncbi.nlm.nih.gov/pubmed/36504549 http://dx.doi.org/10.1515/nf-2020-0037 |
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author | Hanke, Michael Pestilli, Franco Wagner, Adina S. Markiewicz, Christopher J. Poline, Jean-Baptiste Halchenko, Yaroslav O. |
author_facet | Hanke, Michael Pestilli, Franco Wagner, Adina S. Markiewicz, Christopher J. Poline, Jean-Baptiste Halchenko, Yaroslav O. |
author_sort | Hanke, Michael |
collection | PubMed |
description | Decentralized research data management (dRDM) systems handle digital research objects across participating nodes without critically relying on central services. We present four perspectives in defense of dRDM, illustrating that, in contrast to centralized or federated research data management solutions, a dRDM system based on heterogeneous but interoperable components can offer a sustainable, resilient, inclusive, and adaptive infrastructure for scientific stakeholders: An individual scientist or laboratory, a research institute, a domain data archive or cloud computing platform, and a collaborative multisite consortium. All perspectives share the use of a common, self-contained, portable data structure as an abstraction from current technology and service choices. In conjunction, the four perspectives review how varying requirements of independent scientific stakeholders can be addressed by a scalable, uniform dRDM solution and present a working system as an exemplary implementation. |
format | Online Article Text |
id | pubmed-9731181 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
record_format | MEDLINE/PubMed |
spelling | pubmed-97311812022-12-08 In defense of decentralized research data management Hanke, Michael Pestilli, Franco Wagner, Adina S. Markiewicz, Christopher J. Poline, Jean-Baptiste Halchenko, Yaroslav O. Neuroforum Article Decentralized research data management (dRDM) systems handle digital research objects across participating nodes without critically relying on central services. We present four perspectives in defense of dRDM, illustrating that, in contrast to centralized or federated research data management solutions, a dRDM system based on heterogeneous but interoperable components can offer a sustainable, resilient, inclusive, and adaptive infrastructure for scientific stakeholders: An individual scientist or laboratory, a research institute, a domain data archive or cloud computing platform, and a collaborative multisite consortium. All perspectives share the use of a common, self-contained, portable data structure as an abstraction from current technology and service choices. In conjunction, the four perspectives review how varying requirements of independent scientific stakeholders can be addressed by a scalable, uniform dRDM solution and present a working system as an exemplary implementation. 2021 2021-01-11 /pmc/articles/PMC9731181/ /pubmed/36504549 http://dx.doi.org/10.1515/nf-2020-0037 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under the Creative Commons Attribution 4.0 International License. |
spellingShingle | Article Hanke, Michael Pestilli, Franco Wagner, Adina S. Markiewicz, Christopher J. Poline, Jean-Baptiste Halchenko, Yaroslav O. In defense of decentralized research data management |
title | In defense of decentralized research data management |
title_full | In defense of decentralized research data management |
title_fullStr | In defense of decentralized research data management |
title_full_unstemmed | In defense of decentralized research data management |
title_short | In defense of decentralized research data management |
title_sort | in defense of decentralized research data management |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9731181/ https://www.ncbi.nlm.nih.gov/pubmed/36504549 http://dx.doi.org/10.1515/nf-2020-0037 |
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