In-Network Computing Technology to Enable Data-Centric HPC and AI Platforms

Mellanox Technologies' Gilad Shainer explores one of the biggest tech transitions over the past 20 years: the transition from CPU-centric data centers to data-centric data centers, and the role of in-network computing in this shift. "The latest technology transition is the result of a co-design approach, a collaborative effort to reach Exascale performance by taking a holistic system-level approach to fundamental performance improvements. As the CPU-centric approach has reached the limits of performance and scalability, the data center architecture focus has shifted to the data, and how to bring compute to the data instead of moving data to the compute."

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