If you are using the Confluent Schema Registry, you can soft-delete or hard-delete the subjects. A soft-delete does not really remove the subject, it's still readable but should not be used. It's still count in your Schema Registry quota (Confluent has quotas like "1500 subjects max on your registry"). Consider hard-deleting subjects when you won't be using them.