Harnessing Microservices for Scalable, Fault-Tolerant ML Systems

Harnessing Microservices for Scalable, Fault-Tolerant ML Systems

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04:32 Challenges of Microservices

4 of 9

4 of 9

04:32 Challenges of Microservices

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Classroom Contents

Harnessing Microservices for Scalable, Fault-Tolerant ML Systems

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  1. 1 00:00 Introduction to Microservices in ML Ecosystems
  2. 2 00:16 Challenges of Monolithic Architectures
  3. 3 01:23 Benefits of Microservices
  4. 4 04:32 Challenges of Microservices
  5. 5 06:30 Communication in Microservices
  6. 6 09:24 Deployment Approaches for ML
  7. 7 12:25 Observability and Monitoring
  8. 8 15:08 Emerging Trends and Takeaways
  9. 9 21:06 Conclusion

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