How To Raise Reliability, Availability, And Serviceability Levels For HPC SoCs


By Charlie Matar, Rita Horner, and Pawini Mahajan While once the domain of large data centers and supercomputers, high-performance computing (HPC) has become rather ubiquitous and, in some cases, essential in our everyday lives. Because of this, reliability, availability, and serviceability, or RAS, is a concept that more HPC SoC designers should familiarize themselves with. RAS may sound... » read more

Simulating Reality: The Importance Of Synthetic Data In AI/ML Systems For Radar Applications


Artificial intelligence and machine learning (AI/ML) are driving the development of next-generation radar perception. However, these AI/ML-based perception models require enough data to learn patterns and relationships to make accurate predictions on new, unseen data and scenarios. In the field of radar applications, the data used to train these models is often collected from real-world meas... » read more

Secure Device Updates On Matter


There are many who share the Arm vision of smart connected devices enabling rapid innovation in our work and home in the coming years. Such connectivity promises to yield new applications for solving problems and improving lives. But onlookers are keen to see how the industry resolves a large obstacle to the next phase of digital transformation: how to keep these smart devices securely upd... » read more

Unified AI/ML Solution Helps Accelerate Verification Curve


With the surge in usage requirements and increasing customer demands, hardware design is quickly becoming more complex. The rapid change in market trends, with a greater focus on technologies such as electric vehicles, dictates the demand for efficient power management and high-performance processing. Verification throughput continues to be a bottleneck as SoC designs increase in size, and so d... » read more

Improving Verification Predictability And Efficiency Using Big Data


Big data is a term that has been around for decades. It was initially defined as data sets captured, managed, and processed in a tolerable amount of time beyond the ability of normal software tools. The only constant in big data’s size over this time is that it’s been a moving target driven by improvements in parallel processing power and cheaper storage capacity. Today most of the industry... » read more

Best Practice: RANS Turbulence Modeling In Ansys CFD


Turbulence modeling is one of the main sources of uncertainty in CFD simulations of technical flows. This is not surprising, as turbulence is the most complex phenomenon in classical physics. Turbulent flows pose a multi-scale problem, where the dimension of the technical device is often of the order of meters (or even 102 meters in case of airplanes and ships), whereas the smallest turbulence ... » read more

Project Centauri: Driving Rapid, Exponential IoT Growth With Arm-Based Microcontrollers


Project Centauri is Arm's microcontroller (MCU) platform software initiative, designed to solve common industry problems, reduce barriers to deployment, and enable scale across the Arm Cortex-M ecosystem. Read this white paper to explore: The components and deliverables of Project Centauri How this initiative addresses the needs of the MCU software ecosystem How to get involved wi... » read more

Where Power Is Spent In HBM


HBM is gaining ground because of a spike in the amount of data that needs to be processed quickly, but big reductions in power are possible if that processing can be moved closer to the HBM modules, and if more can be done in each compute cycle without sending data back and forth to memory as frequently. Steven Woo, fellow and distinguished engineer at Rambus, talks about what can be done to bo... » read more

Research Bits: Feb. 6


Pillars for chiplet integration Researchers from the Tokyo Institute of Technology proposed a new chiplet integration technology called Pillar-Suspended Bridge (PSB), which they say is a simpler method of chip-to-chip connection compared to silicon interposers and redistribution layers. In the PSB, only a pillar-shaped metal structure called a "MicroPillar" is interposed at the connection b... » read more

Improving Performance And Power With HBM3


HBM3 swings open the door to significantly faster data movement between memory and processors, reducing the power it takes to send and receive signals and boosting the performance of systems where high data throughput is required. But using this memory is expensive and complicated, and that likely will continue to be the case in the short term. High Bandwidth Memory 3 (HBM3) is the most rece... » read more

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