The solution was quite easy. Once I updated to the lastest kernel for Linux in ubuntu, the issue goes away. I am able to boot from sleep with no issue. Please refer to this: < A fresh install of ubuntu 18.04 would also solve this issue as the latest os image has the latest Linux kernel.