What can happen is that you can be resentenced for your crime, and spend time in jail.
No, you don't have a statute of limitations defense to blowing off probation.
You should consult your criminal defense lawyer about your poor choices to see if there is a way you might be able to avoid jail.
And while I was writing you added that you're on parole. Your choice to violate your probation could also be grounds for a parole violation proceeding. Work with your lawyer, the sooner the better.

