This Pictures Shows the "Striezelmarkt" in Dresden. It has an underground parking lot with 400 parking spaces.
But it's recommended to use the public transport.
Which is great btw. Dresden has an extensive tram line system, and loads of bus lines on top. Got really jealous when I visited it a couple of months ago.