moveable shelving unit

I did something similar when I "re-purposed" a kitchen cabinet as a garage work bench. I used two small Harbor Freight dollys & I can move it around, so I think the two small ones at each end would be better.
You should consider attaching some sort of arm for a safety stop or something to latch it to a wall so it won't topple over.