为分散式研究数据管理辩护。

Q3 Medicine
Neuroforum Pub Date : 2021-01-01 Epub Date: 2021-01-11 DOI:10.1515/nf-2020-0037
Michael Hanke, Franco Pestilli, Adina S Wagner, Christopher J Markiewicz, Jean-Baptiste Poline, Yaroslav O Halchenko
{"title":"为分散式研究数据管理辩护。","authors":"Michael Hanke, Franco Pestilli, Adina S Wagner, Christopher J Markiewicz, Jean-Baptiste Poline, Yaroslav O Halchenko","doi":"10.1515/nf-2020-0037","DOIUrl":null,"url":null,"abstract":"<p><p>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.</p>","PeriodicalId":56108,"journal":{"name":"Neuroforum","volume":"27 1","pages":"17-25"},"PeriodicalIF":0.0000,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9731181/pdf/","citationCount":"0","resultStr":"{\"title\":\"In defense of decentralized research data management.\",\"authors\":\"Michael Hanke, Franco Pestilli, Adina S Wagner, Christopher J Markiewicz, Jean-Baptiste Poline, Yaroslav O Halchenko\",\"doi\":\"10.1515/nf-2020-0037\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>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.</p>\",\"PeriodicalId\":56108,\"journal\":{\"name\":\"Neuroforum\",\"volume\":\"27 1\",\"pages\":\"17-25\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9731181/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Neuroforum\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1515/nf-2020-0037\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2021/1/11 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q3\",\"JCRName\":\"Medicine\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Neuroforum","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1515/nf-2020-0037","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2021/1/11 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 0

摘要

分散式研究数据管理(dRDM)系统可在参与节点之间处理数字研究对象,而无需严重依赖中央服务。我们从四个方面为去中心化研究数据管理(dRDM)辩护,说明与集中式或联合式研究数据管理解决方案相比,基于异构但可互操作组件的去中心化研究数据管理系统可为科学利益相关者提供可持续、弹性、包容性和适应性强的基础设施:这些利益相关者包括:科学家个人或实验室、研究机构、领域数据档案馆或云计算平台,以及多站点协作联盟。所有视角都使用通用、自足、可移植的数据结构作为当前技术和服务选择的抽象概念。这四个视角共同回顾了如何通过可扩展的统一 dRDM 解决方案来满足独立科学利益相关者的不同要求,并提出了一个工作系统作为实施的范例。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

In defense of decentralized research data management.

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 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.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Neuroforum
Neuroforum NEUROSCIENCES-
CiteScore
1.70
自引率
0.00%
发文量
30
期刊介绍: Neuroforum publishes invited review articles from all areas in neuroscience. Readership includes besides basic and medical neuroscientists also journalists, practicing physicians, school teachers and students. Neuroforum reports on all topics in neuroscience – from molecules to the neuronal networks, from synapses to bioethics.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信