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On prem vs cloud
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harisood committed Dec 19, 2023
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### Summary

The main decision drivers are security and cost.
Cloud is more flexible for projects with different funding sources and does not requires an expensive data centre for research institutions but does not offer the highest levels of security.

A potential solution is a hybrid model where you get a cloud-like infrastructure on an on-prem compute.

Cloud provision via Jisc (as oppose to direct with the cloud provider) can be cheaper and it also handles SSO: https://www.jisc.ac.uk/forms/uk-access-management-federation-sign-up#
Resources: Google RADLab: https://cloud.google.com/blog/topics/public-sector/googles-new-rad-lab-solution-helps-spin-cloud-projects-quickly-and-compliantly

### Next steps

- Develop a roadmap plan for a hybrid, cloud-agnostic model

## Raw Notes

- Compute capacity/ data centres for advanced ML projects is expensive for research institusions
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