Make virtualbox VM using host dns

Run the following command on the host where VirtualBox runs to make changes to a VM.

VBoxManage modifyvm "NewJenkins" --natdnshostresolver1 on

This has to run when the VM is shutdown. The name of the VM in the above case is called 'NewJenkins'