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As for the UI question: did you try to refresh the page? I am unable to reproduce what you've described.
On the console you can click on "Modify" and change the cluster parameter group. Also to reboot the cluster, you can click on "actions" and select "Reboot"
I was able to get the parameter group changed and verified using the AWS RDS CLI tool. Once the change was made via the CLI, the UI still DID NOT reflect the changes.
I am going to sum this up to a UI/Javascript bug in the AWS console.
How to do it via CLI:
aws rds modify-db-cluster --db-cluster-identifier {your-cluster-id} --db-cluster-parameter-group-name {your-cluster-parameter-group-id} --apply-immediately
Then restart cluster (also something I cannot do in the UI)
aws rds reboot-db-cluster --db-cluster-identifier {your-cluster-id}
Guides:
CLI tool install: https://docs.aws.amazon.com/cli/latest/userguide/getting-started-install.html#getting-started-install-instructions
CLI tool configuration: https://docs.aws.amazon.com/cli/latest/userguide/getting-started-quickstart.html
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Everything you suggested in your answer did not work. Some actions using the UI just don't take effect and require our team to use the CLI tool instead. Which does work. Even after upgrading the RDS cluster with a bigger volume, the UI panel displays a status of "Storage-full" in perpetuity.