Building and Managing a Centralized ML Platform with Kubeflow at CERN

Building and Managing a Centralized ML Platform with Kubeflow at CERN

CNCF [Cloud Native Computing Foundation] via YouTube Direct link

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15 of 19

15 of 19

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Building and Managing a Centralized ML Platform with Kubeflow at CERN

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  1. 1 Introduction
  2. 2 Introductions
  3. 3 What is CERN
  4. 4 Motivation for our service
  5. 5 Reconstruction
  6. 6 Simulations
  7. 7 Goals
  8. 8 Platform
  9. 9 Cluster Layout
  10. 10 Deployment
  11. 11 Integrations
  12. 12 Issues
  13. 13 Burst to Public Clouds
  14. 14 Automating Distributed Training
  15. 15 Service Dashboard
  16. 16 Demo
  17. 17 Submitting jobs
  18. 18 Results
  19. 19 Closing remarks

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