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What’s Better Than 40 GPU-based Computers? A Computer With 40 GPUs

Engineers aim to use “silicon interconnect fabric” to build a computer with 40 GPUs on a single silicon wafer

4 min read
Silicon wafers
Photo: iStockphoto

Back in the 1980s, parallel computing pioneer Gene Amdahl hatched a plan to speed mainframe computing: a silicon-wafer-sized processor. By keeping most of the data on the processor itself instead of pushing it through a circuit board to memory and other chips, computing would be faster and more energy efficient.

With US $230 million from venture capitalists, the most ever at the time, Amdahl founded Trilogy Systems to make his vision a reality. This first commercial attempt at “wafer-scale integration” was such a disaster that it reportedly introduced the verb “to crater” into the financial press lexicon. Engineers at University of Illinois Urbana-Champaign and at University of California Los Angeles think it’s time for another go.

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3D-Stacked CMOS Takes Moore’s Law to New Heights

When transistors can’t get any smaller, the only direction is up

10 min read
An image of stacked squares with yellow flat bars through them.
Emily Cooper

Perhaps the most far-reaching technological achievement over the last 50 years has been the steady march toward ever smaller transistors, fitting them more tightly together, and reducing their power consumption. And yet, ever since the two of us started our careers at Intel more than 20 years ago, we’ve been hearing the alarms that the descent into the infinitesimal was about to end. Yet year after year, brilliant new innovations continue to propel the semiconductor industry further.

Along this journey, we engineers had to change the transistor’s architecture as we continued to scale down area and power consumption while boosting performance. The “planar” transistor designs that took us through the last half of the 20th century gave way to 3D fin-shaped devices by the first half of the 2010s. Now, these too have an end date in sight, with a new gate-all-around (GAA) structure rolling into production soon. But we have to look even further ahead because our ability to scale down even this new transistor architecture, which we call RibbonFET, has its limits.

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