Model Serving & Inference Infrastructure

The infrastructure choices behind getting predictions out of a trained model at production latency and scale.

Read

45 min

Practice MCQs

25

Interview QA

25

Edition

v6

Editorial status

Reviewed

Relevant for

AI Engineer,MLOps Engineer

Scope: NVIDIA Triton, KServe, Kubernetes autoscaling, Amazon SageMaker inference, and NIST AI RMF guidance current 2026-09-04.