A single loaded model replica is not production HA.
MODEL SERVINGENTERPRISE AI ARCHITECTURE
Highly Available Inference
Highly available inference uses multiple replicas, health checks, capacity headroom and failure-aware routing.
Each region maintains enough warm capacity to survive one replica loss without breaching TTFT targets.
What failure can the pool absorb at peak traffic?
REMEMBERHA must be tested at realistic load.
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