Complete procedures with a way back.

Integrate NVIDIA GPUs with Docker from a pinned driver/toolkit/CUDA matrix, assign devices by UUID or CDI, harden non-root workloads, monitor hardware with DCGM, and rehearse daemon-aware upgrades and rollback.

Separate Unix identity, socket, resource limits, logs, environment, and health checks for an application instead of sharing the default pool.