stay awake all night一晩中 means “all night,” and 起きて means “stay awake” or “be awake.” The phrase often continues with another verb or is followed by いる／いた to describe remaining awake.
JA: 試験の前日は一晩中起きて勉強していた。
EN: I stayed up all night studying the day before the exam.