Serving patterns
The serving patterns are a series of system designs for using machine learning models in production workflow.
Edge prediction pattern: To do
QA patterns
Pattens to evaluate model as well as prediction server.
Training patterns
Patterns to construct training pipeline.
Operation patterns
The operation patterns contain configuration, logging, monitoring and alerting system designs for machine learning system.
Lifecycle patterns
The lifecycle patterns contain composition of several patterns to realize actual ML system with operation.
github地址:https://github.com/mercari/ml-system-design-pattern