Hi,
We'd need a lot more information and detail including logs, cluster configuration and details on applications to look at this. We don't know what you mean by "entire stack went down" - Did your apps crash? did they not reconnect?
sometimes when a node is force terminated and leaves a dangling TCP connection it could take a minute for it to be detected as down - after that what happens may depend on your partition handling configuration.