AI Compute Cluster

Internet Data Center · Internet & Data Center

AI Compute Cluster

Configure separately for training and inference.

Training clusters are delivered as full racks with liquid cooling or high-power air cooling; inference nodes use higher-density models. Storage and networking are planned in sync based on bandwidth ratios.

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Industry:Internet Data CenterProducts involved:4product lineDeliverables:4Item

Use Cases

Large model trainingInference ServiceScientific Computing

Deliverables

  • Power and Thermal Assessment
  • Rack-level delivery
  • Cluster Deployment and Scheduling
  • Performance Testing and Acceptance

Implementation Path

From a single point to an entire area

STEP01

On-site Requirement Confirmation

Confirm the locations and quantities of sites for large model training, inference services, and scientific computing against existing system status.

STEP02

Inventory and Configuration

Output a table listing model numbers, quantities, installation locations, and interface mappings to clearly identify add-ons and optional configurations.

STEP03

Implementation and Integration

Complete installation, configuration, and system integration per the "Deliverables" section, retaining all debug logs.

STEP04

Training and Handover

On-site training and daily maintenance, including account handover, configuration documentation, and spare parts list.

Competitor Solutions

Internet Data CenterRest of the industry2package

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