Case Study: NVIDIA improves GPU cluster utilization with TrueFoundry

NVIDIA ships a GPU optimization PoC in 6 weeks with TrueFoundry

NVIDIA, the world's leading GPU supplier, faced the challenge of maximizing the performance and utilization of its valuable GPU clusters amidst unprecedented global demand. The goal was to increase ROI and reduce the fulfillment time for GPU requests. To address this, the NVIDIA team aimed to build an automated system using LLM agents and chose the TrueFoundry platform to overcome significant engineering hurdles.

The solution involved deploying a novel multi-agent LLM system on TrueFoundry. This system processes real-time GPU telemetry data to build models, run simulations, and generate optimization strategies. By using TrueFoundry, the NVIDIA team shipped a working proof of concept in just six weeks. The project had a major financial impact, where even a single percentage point improvement in GPU utilization translates to a multi-hundred-million dollar increase in value due to the scale of NVIDIA's operations.

NVIDIA