$ vi /etc/sysconfig/network
NETWORKING=yes
HOSTNAME=newHostName
and:
$ vi /etc/hosts
127.0.0.1 newHostName
127.0.0.1 localhost localhost.localdomain localhost4 localhost4.localdomain4
::1 localhost localhost.localdomain localhost6 localhost6.localdomain6
and then rebooting the system