Signal Integrity

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Seeing Through the Noise: Reliable Power Rail Measurements in High-Current AI Systems

In this article, power rail voltage measurement uncertainty is examined using several different probe configurations to monitor VCore measurements on a Picotest S2000 load stepper board. The results reveal measurement variations up to 27 mV — a level of uncertainty that can completely mask the performance improvements engineers are seeking from advanced VRM technologies. Read on to learn how engineers can trust their measurements when the uncertainty exceeds the performance gains they are trying to validate.



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Superconducting Interconnect: The Effect of Kinetic Inductance on Signal Integrity

While the lossless characteristics of superconducting interconnect can trigger visions of tremendous bandwidths over infinite physical distances, superconductors have unique properties that can appreciably affect signal integrity in unexpected ways. This article introduces kinetic inductance from the eyes of signal integrity with the aim of preparing engineers to analyze superconducting links.


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ManyPoint Networks: A System Co-Design Framework for 448 Gbps AI Fabrics and Beyond

This article introduces a hardware-centric definition of compute cluster bisection bandwidth as a performance metric for AI-scale 448 Gbps systems. Unlike traditional abstractions, this metric is grounded in physical interconnect layout and IO port availability, enabling system architects to evaluate bandwidth provisioning through real, bidirectional link paths.


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