Integrating a GPU, DPU, and PCIe switch into a single device, NVIDIA converged accelerators offer a balanced architecture by design. In systems where multiple GPUs and DPUs are desired, a converged accelerator card avoids contention on the server’s PCIe system, so the performance scales linearly with additional devices. In addition, a converged card provides much more predictable performance. Having these components on one physical card also improves space and energy efficiency. Converged cards significantly simplify deployment and ongoing maintenance, particularly when installing in volume servers at scale.