Hello Chau,
Have you tried to reboot the instance from Azure Portal (Cloud Services -> your service -> Instances -> Reboot)?
As Brenden mentioned, it is possible there was some data inconsistency created during the start of the application, especially if you say it works when your local project is connected to the database.