Ask HN: Incremental database snapshots?

Hey Everyone, For us its very easy to backup and restore a full database. It seems extremely hard to create snapshots of a database. I was wondering if anyone had any experience working on incremental database snapshots, that can later be applied in order to restore a full database. We use mysql most. Thanks in advance