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