TopoCrafter: Toward Highly Reliable Optical-Circuit-Switched HPC/AI Interconnects via Dual-Agent DRL
Optical-circuit-switched interconnects have become one of the core components for AI training due to their flexible topology reconfiguration. In contrast to the applications carried by traditional data center networks, large-scale language model training is highly sensitive to network failures, where frequent disruptio...