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Data Center Verification Challenges: Scale-Up vs Scale-Out Insights from Industry Experts

DATA AND AI INFRASTRUCTURE

Industry experts from Siemens EDA, Marvell, and Astera Labs discuss verification challenges in data centers, focusing on scaling up memory semantics and scaling out package integrity. They highlight the complexities introduced by new standards, including UCIe and UALink, and the impact of AI on scale-out verification. The panel emphasizes the importance of solid specifications and the evolving nature of systems, while addressing the trade-offs between proprietary and open standards.

Data Center Verification Challenges: Scale-Up vs Scale-Out Insights from Industry Experts
Feb 27, 2026, 6:07 AM

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