Purging Translation Memories versus Deleting Translation Memories
You should delete a translation memory only when you are no longer concerned about the data contained within it, and you no longer need to translation memory itself. If you intend to recreate the translation memory and restore its AIS associations, SDL recommends that you purge the translation memory instead. This will prevent you from having to create a new translation memory and prevents the need to restore AIS property associations.