Homa: The End of TCP for AI Clusters [video]

Stanford researchers have proposed a new networking protocol called Homa, which they claim can achieve higher throughput and lower latency than TCP (Transmission Control Protocol) in AI clusters. Homa is designed to handle the unique communication patterns of AI workloads, such as those generated by deep learning frameworks like TensorFlow and PyTorch. The researchers have developed a prototype implementation of Homa and demonstrated its performance advantages in a series of experiments.