This doesn't prevent duplicate event processing at all, just simultaneous event processing on a guarded resource, using a lock to serialize all access on that r

This doesn't prevent duplicate event processing at all, just simultaneous event processing on a guarded resource, using a lock to serialize all access on that resource. It definitely doesn't have anything to do with scale or distributed systems.