The complexity that AWS has to deal with is astounding. Sure having your main production network and a management network is common. But making sure all of it scales and doesn't bring down the other is what I think they are dealing with here.
It must have been crazy hard to troubleshoot when you are flying blind because all your monitoring is unresponsive. Clearly more isolation with clearly delineated information exchange points are needed.