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Scaling to Millions of ML Models to Solve the Problems of SRE and Security

Scaling to Millions of ML Models to Solve the Problems of SRE and Security

CNCF [Cloud Native Computing Foundation] via YouTube Direct link

What is Volterra

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What is Volterra

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Classroom Contents

Scaling to Millions of ML Models to Solve the Problems of SRE and Security

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  1. 1 Introduction
  2. 2 Meet the speakers
  3. 3 Agenda
  4. 4 What is Volterra
  5. 5 Machine Learning Applications
  6. 6 Metrics and Locks
  7. 7 Complex Architecture
  8. 8 Infrastructure
  9. 9 Scaling
  10. 10 Spark and Kubernetes
  11. 11 Databricks Integration
  12. 12 Apache Arrow
  13. 13 Group pandas API
  14. 14 Code snippet
  15. 15 Conclusion

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