Snapshot failing with a white screen in admin

Member is trying to make a Managed Backup or snapshot of the site before upgrading PHP from 5.2. However, despite all system settings being optimal, the backup fails consistently, either when backing up files, or when attempting to backup the postmeta table (there are over 30000 product posts on the site).