category: Blogs – Security

category: IoT, Security & Automotive

NoCs In Authoritative MPSoC Reference
By Kurt Shuler - 06 May, 2021 - Comments: 0

The MPSoC Forum, sponsored by IEEE and other industry associations, hosts an annual conference in beautiful places around the planet. It is dedicated to showcasing renowned academic and industry experts in multicore and multiprocessor architectures. The goal is to explore trends in system-on-chip (SoC) hardware and software architectures and applications. An additional purpose is to consider th... » read more

Why Reconfigurability Is Essential For AI Edge Inference Throughput
By Vinay Mehta - 06 May, 2021 - Comments: 0

For a neural network to run at its fastest, the underlying hardware must run efficiently on all layers. Through the inference of any CNN—whether it be based on an architecture such as YOLO, ResNet, or Inception—the workload regularly shifts from being bottlenecked by memory to being bottlenecked by compute resources. You can think of each convolutional layer as its own mini-workload, and so... » read more

Securing AI/ML With A Hardware Root Of Trust
By Thierry Kouthon - 06 May, 2021 - Comments: 0

AI/ML (Artificial Intelligence/Machine Learning) is now pervasive across all industries. It contributes to rationalizing and harnessing the enormous amount of information made available by the current massive wave of digitization. Digitization is transforming how business is run and how value is produced using digital technologies. Data, the raw material of AI/ML and deep learning algorithms, i... » read more

Circuit Reliability Verification For Automotive Electronics
By Matthew Hogan - 06 May, 2021 - Comments: 0

By Matthew Hogan and Dina Medhat In the automotive industry, reliability and high quality are key attributes for electronic automotive systems and controls. Naturally, they are particularly crucial when developing functional safety (FuSa) solutions, where inadequate performance or product failure can lead to injury or death. When it comes to safety-related automotive electronics, ISO 26262 p... » read more

Meeting Automotive Functional Safety Requirements With GPIOs
By Rupal Gandhi - 06 May, 2021 - Comments: 1

Automotive OEMs are building advanced driver assistance systems (ADAS) to improve safety. ADAS systems must meet stringent performance, power, and cost requirements, so the system-on-chips (SoCs) that make up ADAS and passenger safety systems integrate advanced protocols and are built on leading edge finFET process technologies. Designers of this new class of ADAS SoCs are challenged to meet IS... » read more

Using In-Design Analysis Flows To Resolve Signal Integrity Issues
By Avijeet Singh - 06 May, 2021 - Comments: 0

In today’s ever-shrinking IC package design cycles, it is almost imperative that we catch and correct routing issues as early as possible, which makes simulation an integral part of the design cycle. Layout engineers want a quick and accurate way to find out the layout mistakes by looking at the changing impedance values and high coupling due to nearby signals. Unfortunately, layout engineers... » read more

Guiding Principles To Ensure Your Hardware Is Secure
By John Hallman - 12 Apr, 2021 - Comments: 0

The modern society relies on complex, intelligent electronic systems. Automotive, avionics, medical, smartphones, communication and 5G networks, critical infrastructure, data centers, and other applications are ever more dependent on integrated circuits (ICs) that deliver high performance, low power consumption, safety, cybersecurity, and continuity of operation. Hardware is so central to compe... » read more

Maximizing Edge AI Performance
By Vinay Mehta - 01 Apr, 2021 - Comments: 0

Inference of convolutional neural network models is algorithmically straightforward, but to get the fastest performance for your application there are a few pitfalls to keep in mind when deploying. A number of factors make efficient inference difficult, which we will first step through before diving into specific solutions to address and resolve each. By the end of this article, you will be arm... » read more

Safeguarding Data Over PCIe & CXL In Data Centers
By Dana Neustadter - 01 Apr, 2021 - Comments: 0

As more devices enter the market and drive exponential growth of data in the cloud, cloud computing is going through a significant overhaul. The increasing presence of “hyperscale” cloud providers for big data and analytics, 5G for rapid IoT connectivity, and the wide use of AI for natural data processing and for extracting insights are compounding both the amount of connected data and the ... » read more

SoC Integration Complexity: Size Doesn’t (Always) Matter
By Kurt Shuler - 01 Apr, 2021 - Comments: 2

It’s common when talking about complexity in systems-on-chip (SoCs) to haul out monster examples: application processors, giant AI chips, and the like. Breaking with that tradition, consider an internet of things (IoT) design, which can still challenge engineers with plenty of complexity in architecture and integration. This complexity springs from two drivers: very low power consumption, eve... » read more

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