[upstream] Upstream contributions from Klever community - Githubissues

kleveross / community

Information about the Klever community including proposals and governance information.

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[upstream] Upstream contributions from Klever community #4

Open gaocegege opened 3 years ago

gaocegege commented 3 years ago

Things we care about in the upstream:

Kubeflow
- Training
- Elastic Training
  - https://github.com/kleveross/ftlib Fault-tolerant for DL frameworks
  - https://github.com/kubeflow/mpi-operator/issues/278 Support Elastic in MPIJob
- https://github.com/kubeflow/fate-operator FATE on Kubernetes
- Serving
- GPU Sharing
- Inference Graph
- Unified Serving API
- AutoML
- Hyperparameter Tuning https://github.com/kubeflow/katib/
- Neural Architecture Search for CV (DARTS, ProxylessNAS and so on) https://github.com/kubeflow/katib/
- Auto Model Compression
- Auto Feature Engineering
Scheduling
- Gang Scheduling
- Affinity Scheduling
Ray
- ray-operator & rayjob-operator Ray Cluster and Ray Job on Kubernetes

gaocegege commented 3 years ago

Habor Multi-Tenancy https://github.com/goharbor/harbor/issues/10159

We need to introduce our scenario in this issue.