Efficiently Managing Traffic for Amazon SageMaker Real-Time Endpoints with AutoScaling and XGBoost
SIGN UP FOR FREE CONSULTATION Introduction to AutoScaling for SageMaker Real-Time Endpoints The ability to scale dynamically based on demand is crucial in machine learning. Amazon SageMaker offers AutoScaling for real-time endpoints, a feature that automatically adjusts resources to accommodate changing traffic loads. This capability ensures smooth, consistent performance and optimizes