The white stuff is just dead skin. Leaving it there won't help you. You're just making it hard for yourself. Why the skin is dead, nobody is sure yet. Your lips are cracking because they're dry and the skin is dying already. A possible cause could be dehydration of the skin cells.
Sleeping with your mouth open is bad advice it will dry out your lips very quickly and only make it worse.