Additional resources
- Self-hosting Gemma 4 on Kubernetes with KServe and vLLM
A short prokube article showing how open-weight LLMs can be served on Kubernetes using KServe and vLLM. This is a practical entry point for the infrastructure side of the talk.
- KubeCon talk: on-premises MLOps for ISS Columbus ground operations
A KubeCon talk recording about building an on-premises MLOps platform for ISS Columbus ground operations. It gives background on the operational setting behind the telemetry and anomaly-detection work.
- Kubeflow Summit session: ISS anomaly detection with Kubeflow tools
The KubeCon + CloudNativeCon Europe co-located Kubeflow Summit session page for the ISS telemetry use case. It includes the abstract, speaker details, and the PDF slides for the Kubernetes- and Kubeflow-focused version of the talk.
- PyConDE & PyData 2025 session and slides: Python-first ISS ML pipeline
The PyConDE & PyData session page for the Python-focused version of the ISS telemetry talk. It links to the slides and goes deeper into the data-science and Python implementation aspects; the video is not yet available.
- Paper: end-to-end MLOps with ISS telemetry data
The scientific paper behind the ISS telemetry case study. It describes the end-to-end MLOps workflow and how Kubeflow can support reproducible machine-learning operations.
- Example repository: Kubeflow and MLflow snippets
A separate collection of practical Python examples for using Kubeflow and MLflow. These examples are useful if you want smaller, focused snippets instead of the full case-study repository.