Universities Augment Engineering Curricula To Boost Employability


Increasing numbers of universities are offering semiconductor courses in their engineering programs, and also in math, physics, and business degrees. Most universities now offer a broad foundation so students can pivot to other industries during cyclical downturns, or when technology and science create entirely new and potentially lucrative opportunities, such as generative AI, advanced pack... » read more

Blog Review: Feb. 5


Cadence's Rajneesh Chauhan explores the extended metadata feature in CXL 3.1, which helps systems manage memory and devices more effectively by sending extra information along with memory transactions to provide more context about what's happening during these transactions. Siemens' Bianca Ward recommends semiconductor companies combat rising production costs by leaning into digitalization a... » read more

PCIe Over Optics


Moving data through a chip or package, and between packages and systems, is becoming a much bigger challenge as the volume of data continues to explode, and as more compute resources are deployed to work on data-intensive problems such as training AI algorithms or running long and complex simulations. There is more data to process in more places, more levels of data storage and access, and any ... » read more

UCIe For 1.6T Interconnects In Next-Gen I/O Chiplets For AI Data Centers


The rise of generative AI is pushing the limits of computing power and high-speed communication, posing serious challenges as it demands unprecedented workloads and resources. No single design can be optimized for the different classes of models – whether the focus is on compute, memory bandwidth, memory capacity, network bandwidth, latency sensitivity, or scale, all of which are affected by ... » read more

AI In Data Management Has Limits


AI algorithms are being integrated into a growing number of EDA tools to automate different aspects of data management, but they also are forcing discussions about just how much decision-making should be turned over to machines and when that should happen. The ability of AI to sort through enormous amounts of design data to find patterns, both good and bad, is well recognized at this point. ... » read more

What’s Missing From Predictions


At this point everyone has made their predictions for the year, but there is one thing many people get wrong. Predictions are not about innovation. They are about pain and what is causing it. This industry is risk-averse, and everyone wants to continue doing what they are doing. But there comes a point when it's so painful to continue that something has to change. Having something that is... » read more

Complete Transistor Level Electrical Checks With Formal Analysis


Nothing is worse for a design team than a chip that fails to work in the bringup lab. Electrical problems are historically a major cause of such failures. Power leaks, power-ground DC paths, missing level shifters, and design flaws such as high fanout lead to unexpected power consumption, incorrect functionality, and even total meltdown. Designers learned years ago that pre-silicon electrical c... » read more

From DIY To Advanced NoC Solutions: The Future Of MCU Design


The evolution of microcontrollers (MCUs) has significantly transformed embedded systems, shifting from simple, standalone processors to complex, multifunctional units that rival traditional systems-on-chip (SoCs). These advancements are fueled by the demand for increased computational efficiency, cutting-edge features like AI and machine learning (ML) integration, and the need to address growin... » read more

Chip Architectures Becoming Much More Complex With Chiplets


The migration from monolithic SoCs to chiplet-based designs is creating a confusing array of options and tradeoffs for design teams working at the leading edge, and the number of choices is only going to increase as third-party chiplets begin pouring into the market. That hasn't dampened the appetite for chiplets, however, which are deemed essential for future generations of semiconductors f... » read more

Gold In The Machine: Scaling Infrastructure For The Age Of AI


During the gold rush, hopeful prospectors flooded the west to make their fortunes in gold. Today, technology pioneers are looking to stake their claim in the realm of artificial intelligence (AI). Price Waterhouse Cooper (PWC) estimates that 45% of total global economic gains by 2030 will be driven by AI as more sectors embrace the productivity and product enhancement benefits of AI. PWC’s ... » read more

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