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AI Data Center Infrastructure
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SOLUTION 01

AI Data Center Infrastructure

Plan the data path for AI training and inference.

Coordinate dataset storage, checkpoints, compute-node storage and server memory as one procurement plan. Confirm the server platform, workload mix, capacity, compatibility and supply by RFQ.

RFQ
configuration review
01
THE CHALLENGE

The problem this solves

AI teams need to keep training data, checkpoints and inference assets available to compute nodes without treating every dataset as the same storage workload.

03
RECOMMENDED ARCHITECTURE

A workload-led architecture

  1. Classify training data, checkpoints and inference assets.
  2. Place active data on a suitable NVMe family and match server memory to the platform.
  3. Confirm the compute-node, shared-storage and growth plan in the RFQ.
04
RECOMMENDED CONFIGURATION

A configuration to start from

01
Document the server and accelerator platform plus supported drive interfaces.
02
List required product families, capacities, quantities and data roles.
03
Confirm compatibility, firmware, documentation, warranty and delivery scope in writing.
05
DELIVERY SCOPE

What the RFQ can define

  1. Workload and capacity review
  2. Product-family shortlist and platform questions
  3. Written BOM, documents, warranty and delivery confirmation
06
WHO IT'S FOR

Target customers

AI training cluster operatorsLLM inference service providersmachine learning platformsautonomous driving development teams
RFQ
configuration review

The proposed data path is a starting point for workload review. Final product fit and quantities depend on the customer platform and RFQ.

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Tell us your models, capacities and volume

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