Right-Size Instances and Replicas
Match hardware to real load profiles.
Pay for What You Use
Most ML serving bills come from instances sitting half-idle. Right-sizing means matching hardware and replica count to your real load, not your worst-case fear.
Measure Before You Cut
You cannot right-size what you have not measured. Start by watching real CPU and memory utilization over a normal traffic day.
All lessons in this course
- Right-Size Instances and Replicas
- Quantize and Distill for Cheaper Inference
- Use Spot Instances for Training
- Track Cost per Prediction