For field use
Visual Guide · Digital

Anatomy of an AI Data Center

Follow the power, the data, and the cooling to find the soft spots.

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Why it matters
Cooling failure kills compute in minutes
Layered defenses guard every ingress
Network fabric ties everything together
Map dependencies to find critical systems

Physical Security

  • Ring the perimeter with anti-climb fence
  • Stop vehicles with barriers and bollards
  • Funnel entry through guarded man-traps
  • Watch with CCTV, IR, and motion sensors

Power Infrastructure

  • Pull dual feeds from separate substations
  • Step voltage down through transformers
  • Back up with N+1 or 2N generators
  • Bridge outages with UPS battery banks

Cooling Systems

  • Reject heat through outdoor cooling towers
  • Chill coolant down to the facility loop
  • Cool the data hall with CRAH units
  • Add liquid cooling for extreme heat loads

Compute Clusters

  • Drive training with GPU and TPU servers
  • Link nodes via NVLink and InfiniBand
  • Feed clusters from high-speed storage
  • Concentrate value in the data hall

Network Fabric

  • Connect clusters with spine-leaf architecture
  • Route core traffic through network rooms
  • Terminate optics on patch panels
  • Bridge internal and external networks

Data and Storage

  • Hold training fuel in parallel file systems
  • Stage assets in object storage
  • Move data over RDMA fabric
  • Protect the storage racks as crown jewels

Facility Zones

  • Perimeter: fencing, cameras, IR sensors
  • Power yard: feeds and transformers
  • Network rooms: switches and optical panels
  • Data hall: clusters, storage, RDMA fabric

Dependencies

  • Map single points across power and cooling
  • Identify ingress and egress chokepoints
  • Trace generator and UPS bridge paths
  • Flag where one failure cascades widely
01

Power

Utility feeds, generators, UPS

02

Cool

Towers, chillers, CRAH units

03

Compute

GPU clusters and fabric

04

Store

Parallel file systems hold fuel

Control the power and the cooling, and you control the model.

Digital