Accelerator failures and memory pressure behave differently from ordinary stateless compute.
MODEL SERVINGENTERPRISE AI ARCHITECTURE
GPU Node Architecture
GPU nodes require drivers, runtimes, model storage access, monitoring and failure isolation.
A node exports GPU health and is drained automatically when repeated ECC or OOM failures occur.
What makes a GPU node safe to admit into serving traffic?
REMEMBERGPU readiness includes hardware and model-serving health.
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