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