there's a sedum species that will work well for you. Sedums can be upright or low-growing, but it's the low-growing type you'll want to focus on for ground cover. These plants can spread or trail ...
Because there are so many different species of sedum, you could easily make a garden with just these plants, combining low-growing ground cover species with taller, showier types of sedum.