TransportGal, the price is right for the rolling table to do a test. You can use the shelf liner cushiony stuff on the tabletop, and it sounds like the little machine should stay put unless you sew super-fast. If it will be on carpet, it should not have a problem staying in place.
Keep us posted on how it all works for you.