ModelMesh: Scalable AI Model Serving on Kubernetes

ModelMesh: Scalable AI Model Serving on Kubernetes

Linux Foundation via YouTube Direct link

Introduction

1 of 20

1 of 20

Introduction

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ModelMesh: Scalable AI Model Serving on Kubernetes

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  1. 1 Introduction
  2. 2 Outline
  3. 3 What is Model Serving
  4. 4 Deploying Models as Microservices
  5. 5 Project Kserv
  6. 6 Pod Per Model Paradigm
  7. 7 Model Mesh
  8. 8 Model Mesh Architecture
  9. 9 Model Mesh Architecture Overview
  10. 10 Monitoring Model Mesh
  11. 11 Prometheus
  12. 12 ModelMesh Dashboard
  13. 13 Cache Miss Rate
  14. 14 Serving Runtimes
  15. 15 Example
  16. 16 Custom Runtime
  17. 17 Inference Service
  18. 18 Demo
  19. 19 Contact Information
  20. 20 Questions

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