I am trying to determine how the Az ML model deployment works with AKS. If you have a single AKS cluster but attach from two separate workspaces, will models from both workspaces get deployed into different azureml-fe's with different IP addresses OR a single azureml-fe with a single IP address? Reason I ask is because I want to purchase a certificate but am unsure if all the models (regardless of workspace) will get exposed under the same IP Address OR multiple IP Addresses? If its the former, I can do it with one certificate...otherwise I have to do it with multiple certificates or SAN based certificates. So if anyone has experience with this, please let me know!
By checking AKS webservice class, we can do the multiple services links to single AKS cluster. The endpoint management was described in document, but this is representing one-to-one cluster and service. For multiple workspaces refer document.
Regarding azureml-fe. There will be one azureml-fe for one cluster. That means, when we are using different workspaces for deployment into one AKS, then only one azureml-fe and can be considered to take one certificate.