Epic Goal

• Design, implement and run a stress test for the Kubeflow training operator
• Integrate the Kubeflow training operator stress test in a continuous performance testing pipeline for regression analyses

• Design, implement and run a stress test for the Kueue scheduler
• Integrate the Kueue scheduler stress test in a continuous performance testing pipeline for regression analyses

Current focus in on the Kueue scheduler.

Why is this important?

• These components are getting integrated into RHOAI.
• They are critical for the efficiency of the distributed workload components

Deadlines / timeframe

• Kubeflow training operator --> final build by the end of June
• Kueue --> due to be GA for summit/ RHOAI 2.10.

Previous Work (Optional):

1. MCAD scheduler scale test
2. Scale your Batch / AI Workloads beyond the Kubernetes Scheduler

Discussions

• kubeflow training
• kueue

Deliverables

• 2024-04-11 RHOAI Kueue - Bare-metal scheduling report