A recommendation we often give to our customers is along the lines of archive old data to reduce your database size. There is a tradeoff between keeping all our data online and archiving part of it to cold storage. There could also be legal requirements to keep certain data online, or you might want to [&]

https://www.percona.com/blog/querying-archived-rds-data-directly-from-an-s3-bucket/