What is fault-tolerant architecture in classification systems?

Fault-tolerant architecture ensures classification systems continue operating despite failures in components.

This includes redundancy, retries, circuit breakers, fallback models, and graceful degradation. If a feature store or model service fails, systems may switch to simpler models or cached predictions. This ensures reliability in production environments.