GPU Server Infrastructure
DGX H100, H200, Blackwell, and GPU server selection, deployment, and operations. Written by NVIDIA DGX certified engineers with hands-on deployment experience.
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Key Concepts
GPU Generations
Hopper (H100/H200), Blackwell (B200/GB200), and Ada Lovelace — architectural differences, performance characteristics, and workload fit.
Memory Requirements
HBM2e, HBM3, and HBM3e memory — capacity, bandwidth, and how GPU memory size determines which models you can run.
Cooling Requirements
Air cooling vs. direct liquid cooling — thermal design power, inlet temperature requirements, and the cooling infrastructure each GPU generation demands.
Deployment
Physical installation, power provisioning, network connectivity, and the software stack configuration for production GPU server deployments.
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