If you are trying to call web service from
SOAP UI as client, in the properties set the timeout to be '0', which is infinite for SOAP UI with no timeout limit.
If the client is not SOAP UI, make sure the web service wsdl is accessible, if not you can try to restart web service and see if your client will be able to hit the service.