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MLOps - Model Deployment

2022/03/22

Model Deployment

  • Model Serving
  • Model Performance Monitoring
    • https://engineering.linkedin.com/blog/2021/model-health-assurance-at-linkedin
  • Model Performance Logging

model-serving-patterns

model-serving-as-a-microservice

model-as-service

model-as-dependency.png

pre-compute-serving-pattern

model-on-demand

federated-learning