The root cuase of the issue is NSG block the traffic. I add the inbound security and outbound security rule, but it looks like been removed. I also do not know why?
If you're using your Microsoft employee (eg. AIRS) subscription, then there is automation in place to ensure NSG's are created on subnets. Depending on the nature of the rules you've you've added they may be against policy and are being removed.