kepler-model-server
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sustainable-computing-io
Model Server for Kepler
### What would you like to be added? Currently we require code changes when we want to introduce a new prometheus metrics as a feature to the pipeline (as well...
as a brainstorming, if we make model training as a github action which just base on tekton, we can benefits others to provide their training result to us? as he/she...
### What would you like to be added? Currently the following failure cannot be detected for the integration with only server (use dynamic weight). ``` Failed to create Regressor/AbsPower Power...
### What happened? We found CI error failed from time to time (rerun for multiple times helps it pass) ``` error: connection error: Post "http://kepler-model-server.kepler.svc.cluster.local:8100/model": dial tcp: lookup kepler-model-server.kepler.svc.cluster.local on...
### What would you like to be added? Incorporate a standardized way of evaluating specifically Regression Sklearn (if not other models) Models and calculating essential error metrics like Mean Absolute...
### What would you like to be added? Instead of having `until [ -e /tmp/estimator.sock ]; do sleep 1; done` in command patch to kepler. https://github.com/sustainable-computing-io/kepler-model-server/blob/main/manifests/base/patch/patch-estimator-sidecar.yaml We should patch init...
### What would you like to be added? Format the current source code for simplicity on contribution ### Why is this needed? The current code has no enough description and...
### What would you like to be added? Flow to link Kepler-deploying node specification to model selection from Kepler model DB. ### Why is this needed? ## Problem description As...
### What would you like to be added? reuse kepler action to set up k8s cluster and decouple cluster set up shell from this repo ### Why is this needed?...