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Distributed model cache for TF Serving

License: Apache License 2.0

Go 97.76% Dockerfile 0.52% Smarty 1.72%
tensorflow-serving-services tf-serving-services tf-serving tensorflow machine-learning distributed-systems

tfservingcache's People

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alexmihalev avatar madsjk816 avatar mkaloer avatar

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tfservingcache's Issues

Write "Getting started" guide

In order to ease development of TF Serving Cache, the project needs a clear guide on compiling the project and getting the services up and running.

Create Helm chart

In order to ease the deployment, it would be nice to have a Helm chart for kubernetes. As part of this, there should be an easy guide on how to get it up and running on Minikube.

There may missing an RBAC file

We attempted to deploy this project through helm, but in the end we found that the cache container requires access to pods and endpoints, which we did not provide. So we added a Role to the cluster and bound it to a ServiceAccount, ultimately solving this problem. If an rbac file is added to helm templates, it will be good.

What is the nearest future of the project?

Hi, I found this project very exciting, do you have any plans for the projected future (more functionality, better deployment and etc)?
Maybe you are interested in contributors?

Add kubernetes service discovery

Add support for kubernets for service discovery. This can be implemented using the kubernetes golang API.

This should be integrated with the helm charts #2 to ease configuration and deployment.

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