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This repository has been archived by the owner on Oct 28, 2021. It is now read-only.
The ability to have multiple instances (replicas) of any of the API ML components has not been tested and may not work.
The architecture needs to be verified for having multiple replicas. Considerations include:
Currently, all the components are deployed as a Kubernetes Deployment resource. This means when a client attempts to access any of the components the ClusterIP service will load balance between the instances - is this ok. If not a StatefulSet may be more appropriate
There is no implementation for the caching service or shared / common storage amongst replicas. This could cause multiple issues, for example, if a user logs onto one instance of the Gateway Service, and is then routed to another replica, are they still logged in?... I'm sure there are other issues.
The text was updated successfully, but these errors were encountered:
The ability to have multiple instances (replicas) of any of the API ML components has not been tested and may not work.
The architecture needs to be verified for having multiple replicas. Considerations include:
Deployment
resource. This means when a client attempts to access any of the components theClusterIP
service will load balance between the instances - is this ok. If not aStatefulSet
may be more appropriateThe text was updated successfully, but these errors were encountered: