Yes, it would work.  I have done this many times.  I use an external hard drive to back up all my stuff because, as you said, CD's aren't big enough.  If you have a local used computer store around you, you can buy an old hard drive with some size to it, that works, for cheap and get an external USB drive adapter and easily backup your runtimes to it and just copy them back when you need to.