Orchestration needs for AI clusters at scale – Lessons learned from two leading providers

This podcast explores the unique challenges and insights gained from designing networks specifically for AI workloads, comparing them to traditional network setups. The speakers point out the drawbacks of using standard Ethernet for AI fabrics and recommend alternatives like InfiniBand or specialized Ethernet solutions. They stress the necessity of direct L3 connectivity to each GPU and highlight the importance of effective orchestration tools to handle the vast scale and complexity of AI clusters. The conversation wraps up with a call for collaboration within the open community to create standardized tools and frameworks that can streamline AI fabric deployment and cut down on setup time.