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Add roadmap to kueue #438

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Feb 16, 2023
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Add roadmap to kueue #438

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Add roadmap to kueue
kerthcet Jan 7, 2023
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update roadmap
kerthcet Feb 16, 2023
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kerthcet Feb 16, 2023
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23 changes: 23 additions & 0 deletions README.md
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Expand Up @@ -10,10 +10,12 @@ created) and when it should stop (as in active pods should be deleted).
Kueue is a lean controller that you can install on top of a vanilla Kubernetes
cluster. Kueue does not replace any existing Kubernetes components. Kueue is
compatible with cloud environments where:

- Compute resources are elastic and can be scaled up and down.
- Compute resources are heterogeneous (in architecture, availability, price, etc.).

Kueue APIs allow you to express:

- Quotas and policies for fair sharing among tenants.
- Resource fungibility: if a [resource flavor](docs/concepts/cluster_queue.md#resourceflavor-object)
is fully utilized, Kueue can admit the job using a different flavor.
Expand Down Expand Up @@ -66,6 +68,7 @@ kubectl create -f config/samples/sample-job.yaml
```

Learn more about:

- Kueue [concepts](docs/concepts).
- Common and advanced [tasks](docs/tasks).

Expand All @@ -81,6 +84,26 @@ to get document access.
- [bit.ly/kueue-controller-design](https://bit.ly/kueue-controller-design)
presents the detailed design of the controller.

## Roadmap
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This is a high-level overview of the main priorities for 2023, in expected order of release:
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- Job preemption to reclaim borrowed quota and to accommodate high priority jobs [#83](https://github.com/kubernetes-sigs/kueue/issues/83), this is planned for v0.3
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- Cooperative preemption support for workloads that implement checkpointing [#477](https://github.com/kubernetes-sigs/kueue/issues/477)
- Flavor assignment strategies, e.g. _minimizing cost_ vs _minimizing borrowing_ [#312](https://github.com/kubernetes-sigs/kueue/issues/312)
- Integration with cluster-autoscaler for guaranteed resource provisioning
- Integration with common custom workloads [#74](https://github.com/kubernetes-sigs/kueue/issues/74):
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- Kubeflow (TFJob, MPIJob, etc.)
- Spark
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- Ray
- Workflows (Tekton, Argo, etc.)

These are features that we aim to have in the long-term, in no particular order:

- Budget support [#28](https://github.com/kubernetes-sigs/kueue/issues/28)
- Dashboard for management and monitoring for administrators
- Multi-cluster support

## Community, discussion, contribution, and support

Learn how to engage with the Kubernetes community on the [community page](http://kubernetes.io/community/).
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