I've asked my friend to take a video of me while sleeping, and there you could see that I was gasping for air during sleep. Really scary! It seems I was dying. Sometimes even, I wake up sitting up with no recollection of it. 

From my research, It was sleep apnea, and I need a sleep study to be prescibed for a CPAP machine.