Crisis In Data


The push toward data-driven design, debug, manufacturing and reliability holds huge promise, but the big risk is none of this will happen in an organized fashion and everyone will be frustrated. One of the clear messages coming out of DVCon this week is that standards need to be established for data. Even within large chipmakers and systems companies, the data they extract from tools is not ... » read more

Can AI, 5G Chips Be Verified?


AI and 5G bode well for the semiconductor industry. They will require many billions of new, semi-customized and highly complex chips from the edge all the way to the data center, and they will require massive amounts of engineering time and tooling. But these technologies also are raising lots of questions on the design and verification front about what else can be automated and how to do it. ... » read more

It’s All About The Data


The entire tech industry has changed in several fundamental ways over the past year due to the massive growth in data. Individually, those changes are significant. Taken together, those changes will have a massive impact on the chip industry for the foreseeable future. The obvious shift is the infusion of AI (and its subcategories, machine learning and deep learning) into different markets. ... » read more

Methodologies And Flows In A Rapidly Changing Market


A growing push toward more heterogeneity and customization in chip design is creating havoc across the global supply chain, which until a couple years ago was highly organized and extremely predictable. While existing tools still work well enough, no one has yet figured out the most efficient way to use them in a variety of new applications. Technology is still being developed in those marke... » read more

The Race To Design Larger Systems


For more than a decade, tools vendors and design houses have been talking about leveraging their tools and expertise to help design systems of systems. They're finally getting their chance. The basic idea behind this strategy has always been that issues inside any electronic system—performance, power, signal integrity, area—have all been dealt all the way down to the sub-atomic level in ... » read more

What Will Intel Do Next?


The writing is on the wall for big processor makers. Apple, Amazon, Facebook and Google are developing their own processors. In addition, there are more than 30 startups developing various types of AI accelerators, as well as a field of embedded FPGA vendors, a couple of discrete FPGA makers, and a slew of soft processor cores. This certainly hasn't been lost on Intel. As the world's largest... » read more

Architects Firmly In Control


Moore's Law isn't dead, but it certainly isn't what it used to be. While there may be three or four more generations of node shrinks ahead, the power/performance benefits of scaling are falling off. This is evident in new chip architectures that were introduced at this year's Hot Chips conference. Originally started to show off the latest CPUs and co-processors, in past years the focus has b... » read more

Solving Systemic Complexity


EDA and IP companies have begun branching out in entirely new directions over the past 12 to 18 months, pouring resources into entirely different problems than electrostatic issues and routing complexity. While they're still focused on solving complexity at 10/7/5nm, they also recognize that enabling Moore's Law isn't the only opportunity. For an increasing number of new and established chip... » read more

Toward Cross-Layer Resilience


Connected devices are everywhere, and the numbers are growing by orders of magnitude. There are 7 billion people on the planet, but there are expected to be many more billions of connected devices. Each person may have dozens of devices with multiple chips, and those will be connected through infrastructures filled with thousands of additional chips. The problem is that as everything gets c... » read more

The 3D Printing Revolution


3D printing always has been intriguing. More recently, it has become truly useful. And in the near future, it will become increasingly controversial. There are videos on YouTube documenting entire homes that are being printed in as little as 8 hours, priced as low as $4,000. So while there is a lot of buzz about AI eliminating jobs, 3D printing could add become another significant threat. ... » read more

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