Kubeflow
The Machine Learning Toolkit for Kubernetes (AI)
- 30
- Projects
- 4
- Years accepted
- 9
- In 2026
Projects by year
302026
9 acceptedShow
OptimizationJob CRD for Hyperparameter Optimization in Kubeflow Katib
Accepted project · by Aniket Shaha
This project addresses limitations in Kubeflow Katib current Experiment CRD, which uses a generic and loosely typed interface for hyperparameter...
Project 5: Helm Charts for Kubeflow Pipelines and Katib — Danish Siddiqui
Accepted project · by danish9039
KFP and Katib users deploying via Helm currently have no upstream-supported path — charts exist but drift from Kustomize baselines silently, with no...
Project 6: MCP Server for Kubeflow SDK
Accepted project · by Krishna-kg732
The Kubeflow SDK gives AI practitioners a clean Python interface to submit, monitor, and manage distributed training jobs on Kubernetes via...
Agentic RAG on Kubeflow — Multi-Index Retrieval with Kagent & MCP
Accepted project · by Rohit Kumar (Kmrrohit)
Kubeflow's documentation, GitHub issues, and platform code are spread across dozens of repositories with no unified search. This project evolves...
Kubeflow SDK/SparkClient - Batch Jobs, Observability & Production Readiness
Accepted project · by Sameer_Yadav
The current Kubeflow SparkClient (KEP-107) provides a solid foundation for running interactive Spark workloads on Kubernetes, but it is still missing...
Platform Scalability and Security
Accepted project · by siddhant_jainn
Kubeflow's adoption at enterprise scale exposes critical bottlenecks in controller efficiency, security posture, and operational overhead. This...
End-to-End ARM64 Support & Validation on Kubeflow
Accepted project · by Syed Mohd Maaz
ARM64 is becoming increasingly common with the rise of Apple Silicon and cloud instances like AWS Graviton, but Kubeflow still doesn’t run...
Project 11 - Composable Kale Notebooks with Visual Pipeline Editor
Accepted project · by Yash_vrd
Kale compiles a single Jupyter notebook into a Kubeflow Pipeline by parsing cell tags, detecting data dependencies with PyFlakes, and generating KFP...
Dynamic LLM Trainer Framework for Kubeflow — TRL Backend with Pluggable Multi-Framework Support
Accepted project · by Yassin Hashem
Kubeflow Trainer V2 currently supports only TorchTune as its LLM fine-tuning backend. TorchTune stopped adding new features in July 2025, leaving...
2025
11 acceptedShow
This project aims to use self-hosted runners to run GPU-intensive tasks like LLM blueprint or (planned) AI Playground. The necessary infra is...
This project addresses the issue of fragmented tools within the Kubeflow ecosystem, specifically Elyra, Kale, and Jupyter Scheduler, which...
Project3: Istio CNI and Ambient Mesh for Secure Kubeflow Deployments
Accepted project · by Ayush Gupta (Madmecodes)
This project aims to enhance Kubeflow's security posture by implementing Istio CNI by default and providing an optional Ambient Mesh configuration....
Jupyter Notebooks provide a powerful, interactive environment widely used by data scientists and ML engineers for exploratory analysis,...
The KServe Models Web App is a crucial front-end interface for managing ML models deployed through KServe, a core component of Kubeflow. However, the...
This project aims to enhance Kubeflow’s infrastructure by productionizing the SeaweedFS proof of concept as a secure alternative to MinIO, improving...
The proposed project aims to bridge a critical gap in the Kubeflow ecosystem by introducing robust Helm-based deployment support. While Kustomize has...
Project 8: Support JAX and TensorFlow Training Runtimes
Accepted project · by Mahdi Khashan
This project implements key components of KEP-2170, introducing the Kubeflow Training V2 API. Specifically, it focuses on creating the...
Project 12: Empowering Kubeflow Documentation with LLMs
Accepted project · by Santhosh Toorpu
refer notion site for better view :...
Project 10: Support Volcano Scheduler in Kubeflow Trainer
Accepted project · by Xinmin Du
This document outlines a proposal to support Volcano for gang-scheduling in Kubeflow Trainer, so as to provide users with more AI-specific scheduling...
Project 11: Support Postgres for Kubeflow Pipelines Backend
Accepted project · by Yunkai Li
Kubeflow Pipelines (KFP) currently only supports MySQL/MariaDB databases, creating a significant limitation for many organizations that standardize...
2024
8 acceptedShow
- Push-based Metrics Collection for Katib (Project 6)Shao Wang
- Automated Documentation Generation for Kubeflow Python SDKs Project ProposalSIVASUBRAMANIAM L
- (Project Proposal) Project 8: Support various parameter distributions like log-uniform in KatibShashank Mittal
- Integrate JAX with Kubeflow Training OperatorSandipan Panda
- Kubeflow Notebooks 2.0Adem Baccara
- LLM Hyperparameters Tuning API Proposal (Project 4)Hezhi Xie
- Triage and Categorize Kubeflow GitHub Issues & PRsHansini Karunarathne
- Rootless Kubeflow Container Images(Istio Ambient Mesh)Biswajit Pattnaik
2020
2 acceptedShow
Public proposals
1Read them for structure, not to copy. All proposals for Kubeflow.
