Walaa Elhamamy
I am defining the whole ceiling as a pressure outlet, is this enough? I am not defining any vents. 
Additional note: 
I made another try to examine if there was a problem in the transient table, I redefined the velocity inlet to a fixed value, however, the same exact behavior happened, at almost VOF=0.6, and kept almost stable.