Bottleneck Devices and Chips in AI Data Centers: The Ecological Landscape of Switches and PCIe Chips and Opportunities for Shengke Communication
Artificial intelligence requires four networks: The computing structure connects AI accelerators, GPUs, CPUs, and other components within servers. This structure is designed for high-speed operation over short distances, typically relying on copper cables using PCIe or proprietary interfaces like NVLink. The backend network connects the aforementioned servers to AI clusters using interconnected network switches and … Read more