That has nothing to do with the fact that if your systems are distributed, you will have eventual consistency.

If System A needs to tell System B about an event in order for A and B to remain consistent, but B is down, you've got eventual consistency, because B can't become consistent with A until it's back up and has performed whatever recovery is necessary to process that event. Service discovery does nothing to solve that problem.