Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Hanke, Michael, Pestilli, Franco, Wagner, Adina S., Markiewicz, Christopher J., Poline, Jean-Baptiste, Halchenko, Yaroslav O.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
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
_version_ 1784845852616949760
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
work_keys_str_mv AT hankemichael indefenseofdecentralizedresearchdatamanagement
AT pestillifranco indefenseofdecentralizedresearchdatamanagement
AT wagneradinas indefenseofdecentralizedresearchdatamanagement
AT markiewiczchristopherj indefenseofdecentralizedresearchdatamanagement
AT polinejeanbaptiste indefenseofdecentralizedresearchdatamanagement
AT halchenkoyaroslavo indefenseofdecentralizedresearchdatamanagement