what happens to active connections when an upstream server is marked as down?

When updating an upstream group configuration, what happens if the server has live/active connections when marking the server as down (in the server directive)? I assume here that we HUP the NGINX server (not a full restart).

Thanks in advance,

Jean-Marc
aka myrdhrin