You may want to burn an ISO image to a USB drive instead of your CD / DVD. You may use the instruction below.
Download Fedora Live USB at https://fedorahosted.org/liveusb-creator/
Important FAQ:
My USB drive is not showing up in the "Removable Devices" list! Windows sometimes detects certain drives as *not* being removable devices. Since v2.5 of the li veusb-creator, you can force the use of a specified non-removable device by running the program from a command prompt like so:
C:\liveusb-creator-2.5> liveusb-creator --force F:
Replacing "F:" with the appropriate device
Others FAQ here: https://fedorahosted.org/liveusb-creator/wiki/FAQ
