Scale-within, Scale-up and Scale-out Fabrics Enable Efficient AI Acceleration

Jun 30, 2025

While GPU performance has been the focus in data centers over the last few years, the performance of fabrics has become a key enabler or bottleneck in achieving the throughput and latency required to create and deliver artificial intelligence at scale.

Cambrian-AI Research’s Founder Karl Freund examines the markets of fabric IP and related software that facilitate the scale-within, scale-up, and scale-out networking needed by the HPC and AI infrastructure landscape.

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