# AI Datacenter Construction

> From a 128-GPU joint test to a thousand-GPU datacenter, we deliver plans you can recompute: network BOM, three-tier storage with KV tiering, power and PUE, and TCO are all modeled in Python for you to rerun with your own parameters.

URL: https://vuke.top/en/solutions/datacenter-construction · Updated November 12, 2026

Datacenter construction

## The problem

Datacenter proposals often give conclusions without derivations: how the network is laid out, how much storage is needed and when the investment pays back all rest on trusting a spreadsheet.

## Our approach

From a 128-GPU joint test to a thousand-GPU datacenter, we deliver plans you can recompute: network BOM, three-tier storage with KV tiering, power and PUE, and TCO are all modeled in Python for you to rerun with your own parameters.

## Key points and sources

- A thousand-GPU plan (128 nodes × 8 MI308X) with a complete TCO model: network, storage, power and depreciation modeled line by line, plus a 10,000-run Monte Carlo sensitivity analysis
- Gated joint testing: G1 delivery acceptance → G2 single-node baseline → G3 main gate (TTFT reduction ≥25%, throughput inside the measured +29–40% band [R2](https://vuke.top/en/evidence/R2) [R3](https://vuke.top/en/evidence/R3)) → G4 72-hour stability, with a stop-loss at every gate
- Storage sized on a production basis: one FX100 per 8 nodes, anchored on the measurement that 100 GbE sustains KV read-back for 8 nodes [R1](https://vuke.top/en/evidence/R1) [R2](https://vuke.top/en/evidence/R2) [R3](https://vuke.top/en/evidence/R3)
- Price anchors for networking and key components cite public sources and can be checked item by item

## Related test reports

- [R1](https://vuke.top/en/evidence/R1) · FX100 Comprehensive LLM Inference and Training Benchmark (8 × AMD MI308X)
- [R2](https://vuke.top/en/evidence/R2) · FX100 KV Cache Benchmark (480B, TP8, Long Context)
- [R3](https://vuke.top/en/evidence/R3) · FX100 KV Cache Benchmark Summary (480B, TP4×2, All Metrics)

## Related products

- [FX100](https://vuke.top/en/products/fx100): The workhorse with the most complete benchmark record
- [FX300](https://vuke.top/en/products/fx300): The PCIe 5.0 performance tier with 6 DPUs
- [FX400](https://vuke.top/en/products/fx400): The next flagship: PCIe 6.0 with E1.S flash

## Test jointly first, decide afterwards

Every engagement starts with a gated joint test of about 10 weeks. Four gates are passed in sequence; if one is missed, the project stops there, so you never pay for a benefit that was not demonstrated.

- **G1 · Week 2 · Delivery acceptance**: All materials delivered and inspected; every array passes its power-on self-test with all 24 drives recognized.
- **G2 · Week 4 · Single-node baseline**: The single-node 8-GPU inference baseline is reproduced within ±10% of the R1 figures; a local stress test of one array reaches 83% line efficiency against the measured anchor.
- **G3 · Week 7 · Main joint-test gate**: KV tiering must deliver both a TTFT reduction of ≥25% and a throughput gain inside the measured +29–40% band; with 8 nodes sharing one array, read-back bandwidth approaches the NIC ceiling.
- **G4 · Week 10 · Stability and sign-off**: 72 hours of continuous load without interruption; single-drive and single-link fault injection stays invisible to the workload; a signed joint-test report is issued.