@Ruixin Huang
Is there a specific need to utilize Cloud Service (Extended)? If not I recommend trying to create a VM in Azure Resource Manager,
Let me know if you have some requirements to use Cloud Services Extended. If you are still facing errors please let me know the image and version you are trying to deploy and I will be happy to help you further.