If we've got basically standard earth atmosphere, those mountaintop residences should not exceed 5090 m (16700 feet) in height above sea level. Thats the Earth limit for where higher up there is no possibility for growing/raising food. Even then, its hard. 

Just curious about that kingdom... What made them establish a trade emporium? Wouldn't such make more sense in a society near rivers or major roads?