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Azure / MLAKSDeployment

How to deploy Python models on a Kubernetes cluster
MIT License
14 stars 11 forks source link

Add instructions on operationalizing in commercial environment #7

Closed grecoe closed 5 years ago

grecoe commented 6 years ago

While this is an open topic, place holder here on informing users that:

  1. How to implement a metrics mechanism to understand API usage (current thought is App Insights).
  2. How to add security to the endpoint
  3. Scaling to meet demand

Current thought is that these will be covered in some other repo (maybe related to this one, maybe not). Topic at least needs to be discussed that the end result is not viable for commercial use as is (for most enterprise use cases). Final destination for this content to be decided in September.

(Topic valid for all Real Time Endpoints)

marabout2015 commented 5 years ago

Closed on account that we won't do this.