I use a piece of that rubbery (is that a word) shelf liner under my ruler. Helps a lot to keep it from moving.
Another product that helps, but is costly is the Quilter's Slidelock. Check it out at the quiltersslidelock.com
I have one of these as well, but more often just use the shelf liner.