"Autumn Joy" sedum is one of the stonecrop plants and is often used in border plantings and in rock gardens. Its relatively late blooming period -- the source of the name, "Autumn Joy" -- is useful for those trying to extend visual interest in the yard throughout the four seasons. Find out more here about these drought-tolerant perennials, including the origin of the name, "stonecrop plants."