I'm more command-line oriented, and preload wasn't installed on my Fedora system. So I issued the following command to install preload:

sudo yum -y install preload

To make preload run on all runlevels (except runlevel 1): 

sudo chkconfig preload on

And to start it immediately:

sudo service preload on