Enabling The 448G Era: System Architecture And Standards For Next-Gen AI Networks

The industry’s shift toward 448G signaling—driven by scale-up and scale-out AI cluster demands–and the evolving system architectures, standardization efforts and timing strategies required to meet deployment goals.

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As Artificial Intelligence (AI) and Machine Learning (ML) workloads continue to reshape data center infrastructure, the need for higher bandwidth and lower latency has accelerated the need for a next-generation Ethernet. This white paper examines the industry’s shift toward 448G signaling—driven by scale-up and scale-out AI cluster demands—and outlines the evolving system architectures, standardization efforts (including IEEE P802.3 Ethernet for AI assessment and OIF CEI-448G), and timing strategies required to meet deployment goals. It also highlights considerations for electrical vs. optical connectivity, the role of co-packaged optics, and the foundational infrastructure needed to support 448G-ready AI networks.

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