[Proposal] Enhancing Kubernetes for Dynamic Batch Workloads
Dawn Chen
Dear Kubernetes Community,
Some of you may recall me discussing ideas around enhancing Kubernetes' support for dynamic batch workloads at KubeCon EU earlier this year. I'm excited to share a more concrete proposal that builds upon those initial concepts.
This proposal explores the introduction of dynamic container mutation and refinements to Kubernetes' scheduling and resource management. I aim to address the challenges faced by diverse batch applications, including those based on distributed frameworks, machine learning workloads, and data processing pipelines.
I believe these enhancements can lead to improved resource efficiency, simplified cluster management, and better performance for a broader range of batch applications on Kubernetes. I look forward to discussing this proposal with the community and collaborating on potential implementation paths.
Thank you,
Dawn