Optimizing Ethernet for AI Infrastructure

This chapter explores the demands of cloud service providers and their continuous hardware upgrades to enhance AI processing efficiency. It delves into the challenges of memory allocation across multiple GPUs, the significance of lossless communication, and innovations in Ethernet optimization for AI. The discussion covers advanced networking techniques, including RDMA and Rocky V2, highlighting their roles in managing congestion and improving overall performance in modern data centers.