Gap analysis - overview

[floradanna]

Topics to be described in RDMKit

• FAIR principles --> described in the About page √
• Archiving, Cold vs Active storage --> data storage page √
• Cloud?
• Tiered storage; Grid storage
• Informed consent, Data Transfer Agreement --> Human data √
• Data Documentation
• Identifiers (identifiers for evolving datasets)
• Existing data (where to find, how to reuse) (existing data page #607 )
• (bio)Containers
• Costs for data management (Costs for data management #593 )
• LIMS, ELN, EDC systems
• definition of DATA in this RDMkit (Add definition of data in the data life cycle landing page #1252 )
• Distributed/Federated computing
• Virtual research environment
• Management of collaborative research
• File format open vs proprietary
• Citing dataset and software
• RO-crate/FairDigitalObject
• Interoperability tools
• Tidy data, Data Carpentry, how to organise data table.
• Analysis workflow: Cloud execution and publication.
• How to manage software, software management
• Synthetic data
• AI
• Federated learning

Tools or resources to be placed in the right context

• EUDAT services
• ELIXIR platforms, services
• FedEGA

[floradanna]

Related issue: #364

[CaroleGoble]

More missing -

• Notebooks (nearly all students and postdocs use ELNs as their data management platform/gateway and they barely get mentioned),
• using Cloud service securely,
• Synthetic data

[bedroesb]

@floradanna I think this issue can be closed, and can maybe be replaced by the topics we made for our last contentathon?

[bedroesb]

This issue will be closed and replaced by an updated one based on contentathon topics/tools that have no contect