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  1. OpenShift Top Level Product Strategy
  2. OCPPLAN-7961

Upstream work for alternative recommender for VPA

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    Description

      OCP/Telco Definition of Done
      Epic Template descriptions and documentation.

      <--- Cut-n-Paste the entire contents of this description into your new Epic --->

      Epic Goal

      • The goal is to evangelize the idea to the community to have an option in VPA to select ( among many recommenders) recommender based on the type of workload.

      Why is this important?

      • It is the first step to add predictive VPA in Kubernetes

      Scenarios

      1. To enable an advanced VPA recommender that predicts CPU/memory limits/requests based on the behavior of resource usage.
      2. To enable a proactive VPA recommender that learns and predicts CPU/memory limits/requests for deep learning training workload.

      Acceptance Criteria

      • CI - MUST be running successfully with tests automated
      • Release Technical Enablement - Provide necessary release enablement details and documents.
      • ...

      Dependencies (internal and external)

      1. The sig-autoscaling community needs to agree and approve this idea.

      Previous Work (Optional):

      Open questions::

      1. There are two options to support customized recommenders. 
        1. One is to develop a plugin framework similar to scheduler plugins.
        2. The other is to allow the VPA user to configure recommender as labels/annotations in VPA object, thus the recommender only selects VPA objects based on the label or annotation.

      Done Checklist

      • CI - CI is running, tests are automated and merged.
      • Release Enablement <link to Feature Enablement Presentation>
      • DEV - Upstream code and tests merged: <link to meaningful PR or GitHub Issue>
      • DEV - Upstream documentation merged: <link to meaningful PR or GitHub Issue>
      • DEV - Downstream build attached to advisory: <link to errata>
      • QE - Test plans in Polarion: <link or reference to Polarion>
      • QE - Automated tests merged: <link or reference to automated tests>
      • DOC - Downstream documentation merged: <link to meaningful PR>

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              chenw2020 Chen Wang
              gausingh@redhat.com Gaurav Singh
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