Distributed Voltage And Frequency Scaling Gaining Traction


DVFS has been used in smart phones for more than a decade as a way of trading off power and performance when both are constrained, but much of the semiconductor industry has avoided this technique because it's too difficult to work with. That's starting to change as processing demands increase, driven by the rollout of AI everywhere and an increase in the number of features in advanced packages... » read more

The Evolution of HBM


High-bandwidth memory originally was conceived as a way to increase capacity in memory attached to a 2.5D package. It has since become a staple for all high-performance computing, in some cases replacing SRAM for L3 cache. Archana Cheruliyil, senior product marketing manager at Alphawave Semi, talks about how and where HBM is used today, how it will be used in the future, why it is essential fo... » read more

Using Formal For RISC-V Security


Finding and closing up security holes is becoming more important as chips are used in safety- and mission-critical applications, but it's increasingly important for chips designed for much less costly devices, where the selling price typically doesn't warrant a significant investment in security. The problem is these devices are connected to some of the same networks, and any access points for ... » read more

Scaling Performance In AI Systems


Improving performance in AI designs involves the usual tradeoffs in power and performance, but achieving a good balance is becoming much more challenging. There is more data to process, new heterogeneous architectures to contend with, and much higher utilization rates. Andy Nightingale, vice president of product management and marketing at Arteris, talks about where the bottlenecks are, how to ... » read more

Globally Asynchronous, Locally Synchronous Clocks


Typical IC clocking schemes are under stress in complex chip/chiplet designs, where multiple compute elements may not be operating at the same frequency consistently. Some cores may be powered down to save energy, or they may age at different rates, which in turn reduces performance. Lee Vick, vice president of strategic marketing at Movellus, explains why locally asynchronous clocking schemes ... » read more

Working With Chiplets


The usual method of migrating to the next process node to cram more features onto a piece of silicon no longer works. It's too expensive, and too limited for most applications. The path forward is now heterogeneous chiplets targeted at specific markets, and while logic will continue to scale, other features are being separated out into chiplets developed using different process technologies. Th... » read more

Data Routing In Heterogeneous Chip Designs


Ensuring data gets to where it's supposed to go at exactly the right time is a growing challenge for design engineers and architects developing heterogeneous systems. There is more data moving around these chips with dozens of targets, which makes routing signals much more complicated. Ronen Perets, senior product marketing manager at Cadence Design Systems, talks about some of the new problems... » read more

Changes In Formal Verification


For the better part of two decades, formal verification was considered too difficult to use in many designs and too slow for anything but narrow bug hunting. Much has changed recently. Ashish Darbari, CEO of Axiomise, explains why formal is now essential for finding deadlocks, security holes, and Xprop issues in mission-critical, safety-critical, and AI designs, and how that will apply to chipl... » read more

Promises And Pitfalls Of SoC Restructuring


As chips become more complex and increasingly heterogeneous, it's becoming more difficult to keep track of different methodologies, tools, and blend data from different sources to create a chip. Tim Schneider, staff application engineer at Arteris, explains why IP-XACT has become so critical, why it took so long to gain a solid foothold in chip design, and how the new IP-XACT standard interface... » read more

Electromigration And IR Drop At Advanced Nodes


Manufacturing chips at 3nm and below is a challenge, but it's only part of the problem. Designing chips that can be manufactured and will actually work is potentially an even bigger problem. There is more data to sift through for place-and-route, less margin to pad a design, and there are more physical effects to contend with as transistors get taller, density increases, and chips age. Jeff Wil... » read more

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