Kubeflow Summit NA 2025
2025-11-10
Atlanta, United States
as the organisers put it
Kubeflow Summit North America 2025 has officially wrapped! Thank you to all the attendees who joined us. Watch keynotes and all breakout sessions on the CNCF YouTube Channel.
| title | author | length |
|---|---|---|
| Welcome + Opening Remarks: A Community Big Enough for Everyone | Chase Christensen | 05m |
Opens by thanking Red Hat sponsor and pointing to a CNCF code of conduct QR and captioning/translation QR, notes refreshments, lunch and an evening reception… | ||
| Consumer To Contributor: Lessons Learned | Alexander Perlman, Michael Zazula | 30m |
Don't miss out! Join us at our next Flagship Conference: KubeCon + CloudNativeCon events in Amsterdam, The Netherlands (23-26 March, 2026). Connect with our… | ||
| Streamlining ML Workflows With the Unified Kubeflow SDK | Anna Kramar, Antonin Stefanutti | 36m |
Unified Kubeflow SDK (v0.2) packages Trainer, Katib and Pipelines APIs into one pip install kubeflow workflow and exposes a consistent Python surface: use pip… | ||
| From Edge To Insight: Cybersecurity Intelligence With Kubeflow... | Mustafa Dayıoğlu, Zeyno Dodd | 32m |
Proof of concept architecture ingests Falco logs at the edge, runs a GNN over cluster events runs GNN inference under 100 ms and scores anomalies locally… | ||
| Streamline LLM Fine-tuning on Kubernetes With Kubeflow LLM Trainer | Shao Wang, Andrey Velichkevich | 16m |
Kubeflow LLM Trainer provides a Kubernetes-native fine-tuning pipeline that hides YAML and Docker chores behind TrainingRuntime CRD and lightweight TrainJob… | ||
| Lightning Talk: Streamlining MLOps Pipeline With Kubeflow on Arm64 Locally | Jeffery Tu | 15m |
Case study of running Kubeflow on a single Arm64 box using 192 CPU cores across a three-node suitcase cluster, deploying Kubeflow Pipelines and KServe to run… | ||
| Closing Remarks: The Future of AI | Valentina Rodriguez Sosa | 06m |
Community growth and next steps: scan the QR code to join working groups and meetings; Kubeflow aims to integrate with cloud‑native tools to scale, secure, and… | ||
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