Infrastructure Right-Sizing & Instance Selection in MLOps and Production AI
Right-Sizing Strategy
Selecting oversized instances increases cost, while undersized instances degrade performance.
Evaluation Factors
- Workload intensity
- Memory requirements
- Compute characteristics
- Cost-performance ratio
Right-sizing ensures balanced AI deployment.

