Ping Zou
Ping Zou
How to make changes: 1. Add timestamp for the historical cache. if current time - cached timestamp > 30 minutes (drive by config) then clear the cache 2. Current metrics...
3. requires golang foremast service change. Current and Historical metrics : Need to make start_time and end_time substitute by current real-time starttime and endtime. Please make sure it needs to...
Note. Historical metric endtime can be current time - 3 minutes while cache TTL expired. start time is endtime - 7 days. Please make 7 days by config.
It also backend service change to proxy Prometheus query api.
This requires all the foremast component change and integration
We need to have formastConf document to store all the application AI model config 1. Store the historical data parameter 2.store the model and tunned super parameters.
this requires a new component. foremast-brain-model-adviory
https://kubernetes.io/docs/tasks/run-application/horizontal-pod-autoscale-walkthrough/
added impacted component.
Implementation is tested and done. Will push to the master branch.