Removing Mildew from Patio Carpet?

I have outdoor carpet glued to my cement patio. In the spring, it was pressure washed to remove the mildew and stains from the winter. Now areas of it are getting brown. I'm assuming it is mildew again. Any suggestions for removing and preventing it from happening?

By Reed S.