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Integrating High Performance Feature Stores with KServe Model Serving

Integrating High Performance Feature Stores with KServe Model Serving

Linux Foundation via YouTube Direct link

Introduction

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1 of 16

Introduction

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Classroom Contents

Integrating High Performance Feature Stores with KServe Model Serving

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  1. 1 Introduction
  2. 2 Agenda
  3. 3 Background
  4. 4 Feature Stores vs Feature Engineering
  5. 5 Feast
  6. 6 Three Main Concepts
  7. 7 Problems with KServe
  8. 8 Deployment Scenario
  9. 9 KServe Overview
  10. 10 Model Mesh Architecture
  11. 11 Scalability Test
  12. 12 Highlights
  13. 13 Making a Prediction
  14. 14 Demo
  15. 15 Cluster setup
  16. 16 Recap

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