A GPU cluster is a network with computers attached. Fabric choice, transceivers and cabling are routinely the most under-planned line in an AI budget, and third-party optics carry some of the steepest markups in the industry. We source the whole layer buyer-side, priced with the cluster rather than discovered after it.
Scale-out fabric first: InfiniBand or high-speed Ethernet, switching, and the topology the workload actually needs. Then the physical layer everyone forgets to budget: transceivers and cables in quantities that surprise first-time builders, because a serious cluster consumes optics by the hundreds.
The optics markup is the quiet scandal of cluster building: identical-spec transceivers vary in price several-fold depending on the channel. Sourcing them with the cluster, buyer-side, is one of the easiest large savings in the whole build.
Between sites, the same desk covers data-centre interconnect: private low-latency links between facilities, clouds and storage when the workload spans locations.

Distributed training at scale still favours InfiniBand; modern high-speed Ethernet closes the gap for many workloads at better economics and simpler operations. The honest answer depends on job sizes and your team, and we put both configurations side by side.
Larger than almost anyone budgets: a serious multi-node fabric consumes transceivers and cables by the hundreds, and at third-party markups the line can rival the switching itself. Quoted with the cluster it is dramatically cheaper than bought in a panic later.
Between buildings we provision DCI: private, low-latency, appropriately sized links. A single scale-out fabric across distant sites is not how these systems are built, and anyone promising it deserves sharp questions.
Yes, verified for the platform and warranted, at the price the channel should charge. Where OEM-branded optics are mandated by support terms, we say so rather than quietly substituting.
Twenty minutes with the desk, no pitch and no quote at the end of it. Tell us roughly what you need and we will come back within one business day.
Your enquiry has landed with the desk. Acknowledged within one hour.