Getting NL-NETWORK-03 ( java.net.ConnectException: Connection timed out: no further information)

I have executed a long 55 hrs load test from 2 machines. There are bursts of errors at a instance with this error. I have increased the socket connection of both the machines but, no luck.
Screenshot attached