Model Serving at the Edge - Challenges and Solutions with ModelMesh

Model Serving at the Edge - Challenges and Solutions with ModelMesh

CNCF [Cloud Native Computing Foundation] via YouTube Direct link

Enter ModelMesh

10 of 16

10 of 16

Enter ModelMesh

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Model Serving at the Edge - Challenges and Solutions with ModelMesh

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  1. 1 Intro
  2. 2 Outline
  3. 3 Generations of Computing
  4. 4 Machine Learning Lifecycle
  5. 5 Complexities of Model Serving
  6. 6 Kubernetes at the Edge
  7. 7 Introducing KServe
  8. 8 Easy to Use Interfaces
  9. 9 Kserve Standardized Inference Protocol
  10. 10 Enter ModelMesh
  11. 11 ModelMesh Architecture
  12. 12 ModelMesh Serving Runtimes
  13. 13 ModelMesh On Edge?
  14. 14 Example Deployment
  15. 15 Higher Density Deployment
  16. 16 Challenges

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