When multiple nodes are needed

Use a cluster only when model size, context, concurrency or latency exceeds a single server. A 20–50-person team can start with a two-Spark blueprint; larger workloads can be sized for H200.

What we deliver

Capacity planning, GPU and network selection, drivers and inference frameworks, model gateway, monitoring, failure boundaries, testing and acceptance.

Start with existing equipment

If you already have GPUs, a private cloud or a preferred supplier, we can deliver software deployment and tuning without requiring a particular hardware purchase.

Production delivery and acceptance

H200 cluster pricing is quoted daily because supply and market conditions change. Concurrency, throughput and latency conclusions are tied to agreed workloads and acceptance records.

Contact

Phone: +86 139 2521 1225 Email: tianjun@jsle.cn