Why NVIDIA AI Accelerators Perform Best with Intel Xeon CPUs vs AMD EPYC

GeneralInformationalInfrastructure
More
Technology

As AI adoption accelerates across industries, the choice of hardware becomes critical in optimising performance and efficiency. While NVIDIA AI accelerators like the H100, H200, and the recently announced B200 are leading the charge in AI workloads, their performance is not determined by the GPU alone. The CPU plays a crucial role in maximising throughput, […]

Read More
Simon Todd in No Comments

Network Architecture Design for AI Workloads

GeneralInformationalInfrastructure
More
SecurityTechnology

Artificial Intelligence (AI) workloads are exerting escalating pressures on network infrastructure. As models increase in complexity, efficient data transmission, minimal latency, and high bandwidth are crucial for seamless operations. The architecture of AI networks must be meticulously crafted to enhance performance in both training and inference tasks. This article examines InfiniBand and Open Ethernet topologies, […]

Read More
Simon Todd in No Comments