Gap analysis - overview

[floradanna]

Topics to be described in RDMKit

• [x] FAIR principles --> described in the About page √
• [x] Archiving, Cold vs Active storage --> data storage page √
• [x] Cloud?
• [x] Tiered storage; Grid storage
• [x] Informed consent, Data Transfer Agreement --> Human data √
• [x] Data Documentation
• [x] Identifiers (identifiers for evolving datasets)
• [x] Existing data (where to find, how to reuse) (#607 )
• [x] (bio)Containers
• [ ] definition of DATA in this RDMkit
• [ ] LIMS, ELN, EDC systems
• [ ] Distributed/Federated computing
• [ ] Virtual research environment
• [ ] Management of collaborative research
• [ ] File format open vs proprietary
• [ ] Costs for data management
• [ ] 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
• [x] FedEGA

[floradanna]

Related issue: https://github.com/elixir-europe/rdmkit/issues/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