CEO Outlook: 2021


The new year will be one of significant transition and innovation for the chip industry, but there are so many new applications and market segments that broad generalizations are becoming less meaningful. Unlike in years past, where sales of computers or smart phones were a good indication of how the chip industry would fare, end markets have both multiplied and splintered, greatly increasin... » read more

Industry Transformations In 2021 And Beyond


Last December, the name of my predictions blog summarized my view crisply, which is that "applications, ecosystems and system complexity will be key verification drivers for 2020." Slam dunk on these. Application domains significantly impacted verification aspects in 2020. Who would have thought that Facebook and AWS would be among the keynotes at our user conference, speaking about how thei... » read more

Stretching Engineers


Engineering has one constant — you innovate or fall by the wayside. That is true both for the things that are designed and for the engineers who design and build them. Today’s systems are putting new strains on engineers who can no longer be "tall and thin" or "short and fat." Those descriptions pertain to an engineer who is either highly specialized or one who has much broader experience. ... » read more

A Collaborative Data Model For AI/ML In EDA


This work explores industry perspectives on: Machine Learning and IC Design Demand for Data Structure of a Data Model A Unified Data Model: Digital and Analog examples Definition and Characteristics of Derived Data for ML Applications Need for IP Protection Unique Requirements for Inferencing Models Key Analysis Domains Conclusions and Proposed Future Work Abstra... » read more

Silo Busting In The Design Flow


An increasing number of dependencies in system design are forcing companies, people, tools, and flows to become more collaborative. Design and EDA companies must adapt to this new reality because it has become impossible for anyone to do it all by themselves. Moreover, what happens in manufacturing and packaging needs to be considered up front, and what gets designed in the design phase may ... » read more

The Next Big Leap: Energy Optimization


The relationship between power and energy is technically simple, but its implication on the EDA flow is enormous. There are no tools or flows today that allow you to analyze, implement, and optimize a design for energy consumption, and getting to that point will require a paradigm shift within the semiconductor industry. The industry talks a lot about power, and power may have become a more ... » read more

Chinese EDA


If you saw this headline and thought you missed a press release, don't panic. China has not, at this point, announced to the world that it has a suite of EDA tools ready to roll. The rest of the world is content to look at the substandard attempts it have made so far and write them off as not being capable of developing competitive EDA software. But in all likelihood, given the current politica... » read more

A Renaissance For Semiconductors


Major shifts in semiconductors and end markets are driving what some are calling a renaissance in technology, but navigating this new, multi-faceted set of requirements may cause some structural changes for the chip industry as it becomes more difficult for a single company to do everything. For the past decade, the mobile phone industry has been the dominant driver for the semiconductor eco... » read more

Using Verification Data More Effectively


Verification is producing so much data from complex designs that engineering teams need to decide what to keep, how long to keep it, and what they can learn from that data for future projects. Files range from hundreds of megabytes to hundreds of gigabytes, depending on the type of verification task, but the real value may not be obvious unless AI/machine learning algorithms are applied to a... » read more

Regaining The Edge In U.S. Chip Manufacturing


The United States is developing new strategies to prevent it from falling further behind Korea, Taiwan, and perhaps even China in semiconductor manufacturing, as trade tensions and national security concerns continue to grow. For years, the U.S. has been a leader in the development of new chip products like GPUs and microprocessors. But from a chip manufacturing standpoint, the U.S. is losin... » read more

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