The root cause of the problem is database storage. Autoscaling has failed to occur at an appropriate time, which has caused issues while the application connects to the database.
To prevent this to occur in the future, we have implemented a very aggressive autoscaling policy, and more efficient alarms to prevent those kinds of situations.
The downtime was about 25 minutes long, between 11h40AM UTC and 12h05 UTC