I'm starting to have not-so-friendly thought of what to do to that dog.
Please direct your anger toward the owner! I'd try talking to them, if possible. (I know there's no talking to some people) then I would report it to the police. There should be a nuisance law where you live and all night noise is ,indeed ,a nuisance.