Installing The software.
Virtualbox
https://www.virtualbox.org/wiki/Linux_Downloads
Download the package for your distribution, we are using Fedora so choose the corresponding RPM package. To install correctly we will need the Linux kernel headers installed.
yum -y install kernel-devel kernel-headers