The camp, originally the Aiea Naval Hospital, was named for General Holland McIntyeire Smith, the first commanding general of Fleet Marine Force Pacific, on June 8, 1955. The initials H. M. also stood for his nickname which was "Howling Mad" referring to his temper and given to him by his Marines.