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Part 2 of 2 – Performance Validation Across Hardware Blocks and Firmware in SoC Designs
Part 2 explores the performance validation process across hardware blocks and firmware in System-on-Chip (SoC) designs, emphasizing the critical role of Hardware-Assisted Verification (HAV) platforms. It outlines the validation workflow… Read More
There is a revolution happening that is fueled by innovation in areas such as AI, IoT and autonomous driving. These new systems put incredible stress on next-generation semiconductor technology. Faster processing, higher density and lower latency must all be delivered with reduced power and thermal profiles. One technology… Read More
Part 1 of 2 – Essential Performance Metrics to Validate SoC Performance Analysis
Part 1 provides an overview of the key performance metrics across three foundational blocks of System-on-Chip (SoC) designs that are vital for success in the rapidly evolving semiconductor industry and presents a holistic approach to optimize… Read More
AI infrastructure requirements are booming. Larger AI models carry hefty training loads and inference latency requirements, driving an urgent need to scale AI acceleration clusters in data centers. Advanced GPUs and NPUs offer solutions for the computational load. However, insufficient bandwidth or latency between servers… Read More
There is ample evidence that technologies such as high-performance computing, next-generation servers, and AI accelerators are fueling unprecedented demands in data processing speed with massive data storage, lower latency, and lower power. Heterogeneous system integration, more commonly called 2.5 and 3D IC design, … Read More
As industries become more reliant on advanced technologies, the importance of ensuring the reliability and longevity of critical systems grows. Failures in components, whether in autonomous vehicles, high performance computing (HPC), healthcare devices, or industrial automation, can have far-reaching consequences.… Read More
When contemplating the Lego-like hardware and software structure of a leading system-on-chip (SoC) design, a mathematically inclined mind might marvel at the tantalizing array of combinatorial possibilities among its hardware and software components. In contrast, the engineering team tasked with its validation may have… Read More
2.5D and 3D multi-die design is rapidly moving into the mainstream for many applications. HPC, GPU, mobile, and AI/ML are application areas that have seen real benefits. The concept of “mix/match” for chips and chiplets to form a complex system sounds deceptively simple. In fact, the implementation and analysis techniques required… Read More
The Impact of AI on Software and Hardware Development
Part 4 of this series analyzes how AI algorithmic processing is transforming software structures and significantly modifying processing hardware. It explores the marginalization of the traditional CPU architecture and demonstrates how software is increasingly dominating… Read More
The demand for high-performance computing (HPC), data centers, and AI-driven applications has fueled the rise of 2.5D and 3D multi-die designs, offering superior performance, power efficiency, and packaging density. However, these benefits come with myriads of challenges, such as multi-physics, which need to be addressed.… Read More