Home > AI Solutions > Gen AI > White Papers > Generative AI in the Enterprise with NVIDIA Spectrum-X Networking Platform > Summary
The NVIDIA Spectrum-X networking platform with Dell PowerEdge systems by far exceeds all bandwidth and low latency requirements for AI. The synergy of coupling Dell Technologies and NVIDIA accommodates the most data-intensive requirements for AI applications.
By exclusively joining network and compute hardware, both purpose-built for AI, a world-class solution is created for the data-intensive AI industry that will deliver optimal performance for AI distributed fine-tuning and inferencing.
For the most effective results from your AI environment, refer to best practices from sources such as NVIDIA, Dell PowerEdge, and NVIDIA GPU utilization documentation. See the important links section below.
Additional tools such as ROCE2, RDMA, leaf-spine architecture, NVIDIA’s GPU Direct, and others should be tailored to your environment to obtain the best efficiencies from your GPUs and fabrics.
To maximize performance, Dell Technologies recommends using a minimal number of physical switches for your model training scenario to reduce physical hops. It is important, however that the switches have high-speed ports to accommodate the GPUs