Autoscaling Strategies for ML Inference Services in MLOps and Production AI
Why Autoscaling Matters
Traffic spikes can overload ML services. Autoscaling dynamically adjusts resources based on demand.
Scaling Approaches
- Horizontal scaling
- Vertical scaling
- Metric-based scaling
Autoscaling ensures cost efficiency and stability.

