SSH failing when running mutiple ssh scripts at once

I am SSHing to Cisco routers and switches. SSH fails if on one of the other scripts is hung trying to connect to a router or switch that is slow to respond.

I have done this in other networks but I was not in charge of the Linux server.

Is there a setting in SSH client that will allow multiple ssh processes to be trying to connect at the same time?