Well, they don’t need to share memory, but that’s the most efficient thing to do when dealing with intra-process.
Services may or may not be implemented with pub/sub, but that’s up to the middleware implementation. Even if services are implemented with pub/sub, that implementation would occur below where the intra-process optimizations for pub/sub occur.