[Roadmap] - K3ai v3

[alefesta]

K3ai project has been placed on hold for a while due to other activities there were running outside of the project. It's time to revamp the project and make it even more awesome!
In order to start developing here's a short list of things I'd like to add quickly but wanted to check with the K3ai community first.
K3ai List views:

• A complete re-write of the list views to provide a better understanding of available plugins and their actual status
  For example (this is markdown so is pretty limited):

List Plugins

Name	Desc	Type	Version	Status (optional)
K3s	K3s is a cluster...	v1.21	Local	-
KFP	Kubeflow pipelines is..	v1.3	Kubeflow	Installed

K3ai plugin to support in v3:

• Inference
  • KfServing
  • NVIDIA Triton
  • Intel Inference
  • TF Serving
  • PyTorchServe
• Model
  • Kubeflow pipelines
  • TF Operator
  • PyTorch Operator
  • ONNX
  • MXNet
• Monitor
  • Katib
  • MLFlow
  • Seldon Alibi
• Experiment
  • JupyterLab
  • Orches
• Kubeflow Full Support

  • Include each KF component as standalone installable component
    More specifically for KF

    Component	Local Manifests Path	Upstream Revision
    Training Operator	apps/training-operator/upstream	v1.3.0-alpha.2
    MPI Operator	apps/mpi-job/upstream	v0.3.0
    Notebook Controller	apps/jupyter/notebook-controller/upstream	v1.4-rc.0
    Tensorboard Controller	apps/tensorboard/tensorboard-controller/upstream	v1.4-rc.0
    Central Dashboard	apps/centraldashboard/upstream	v1.4-rc.0
    Profiles + KFAM	apps/profiles/upstream	v1.4-rc.0
    PodDefaults Webhook	apps/admission-webhook/upstream	v1.4-rc.0
    Jupyter Web App	apps/jupyter/jupyter-web-app/upstream	v1.4-rc.0
    Tensorboards Web App	apps/tensorboard/tensorboards-web-app/upstream	v1.4-rc.0
    Volumes Web App	apps/volumes-web-app/upstream	v1.4-rc.0
    Katib	apps/katib/upstream	v0.12.0-rc.0
    KFServing	apps/kfserving/upstream	v0.6.0
    Kubeflow Pipelines	apps/pipeline/upstream	1.7.0
    Kubeflow Tekton Pipelines	apps/kfp-tekton/upstream	v1.0.0

[alfsuse]

K3ai v1.0.0 has been released on Oct. 31st