category: At The Core

category: IoT, Security & Automotive

Deploying PyTorch Models On Edge Devices
By Cornelius Maroa - 15 May, 2025 - Comments: 0

AI is being rapidly adopted in edge computing. As a result, it is increasingly important to deploy machine learning models on Arm edge devices. Arm-based processors are common in embedded systems because of their low power consumption and efficiency. This tutorial shows you how to deploy PyTorch models on Arm edge devices, such as the Raspberry Pi or NVIDIA Jetson Nano. Prerequisites Before y... » read more

Are You Ready For AI?
By Brian Fuller - 10 Apr, 2025 - Comments: 0

The semiconductor industry sits at the heart of the artificial intelligence revolution, providing the essential computational foundation that powers AI's rapid evolution. However, new research suggests that while AI adoption is accelerating globally, strategic implementation remains a significant challenge across industries. According to the recently released Arm AI Readiness Index Report, 8... » read more

Physics Simulation With Graph Neural Networks Targeting Mobile
By Máté Stodulka - 13 Mar, 2025 - Comments: 0

By Máté Stodulka and Tomas Zilhao Borges The demand for immersive, realistic graphics in mobile gaming and AR or VR is pushing the limits of mobile hardware. Achieving lifelike simulations of fluids, cloth, and other materials historically requires intensive mathematical computations. While these traditional methods yield highly accurate results, they have been too resource-heavy to run re... » read more

Building Vision-Enabled Devices To Capture The Emerging Wave In IoT
By Diya Soubra - 13 Feb, 2025 - Comments: 0

The evolution of vision (the eye) is considered one of the most significant events in the history of life on Earth. 540 million years ago, during the Cambrian period, there was a sudden burst of evolutionary activity that resulted in the appearance of a variety of new species. Many of these species were characterized by the development of an eye which allowed them to perceive and interact with ... » read more

The When, Why, And How Of Waiting And Backoff In Multi-Threaded Applications On Arm
By Ola Liljedahl - 16 Jan, 2025 - Comments: 0

With multithreaded applications, there are situations where it is unavoidable or desirable to wait for other threads. Implementing such wait instruction sequences correctly is important for both multithreaded scalability and power efficiency. Scalability is measured both in terms of aggregated throughput and fairness. Fairness is when all contending threads get an equal share of the contended ... » read more

The Future Of AI For Games
By Ian Bolton - 12 Dec, 2024 - Comments: 0

Earlier this month, I had the pleasure of attending the inaugural AI and Games Conference at Goldsmiths in London, for which Arm was an associate sponsor. Hosted by Dr. Tommy Thompson, and borrowing its name from his AI and Games YouTube channel, the day really delivered on the promise of bringing experts and enthusiasts (and subscribers) together for interesting talks on the intersecti... » read more

Building Safe And Secure Software With Rust On Arm
By Jonathan Pallant - 14 Nov, 2024 - Comments: 0

The Rust Programming Language has gained the attention of government security agencies, and even the White House, due to its unique blend of safety, performance and productivity. Rust is designed to remove common programming burdens and handle issues like use-after-free errors at compile time. Remarkably, it achieves this without using a garbage collector, generating machine code that rivals th... » read more

Real-Time Low Light Video Enhancement Using Neural Networks On Mobile
By Ayaan Masood - 17 Oct, 2024 - Comments: 0

Video conferencing is a ubiquitous tool for communication, especially for remote work and social interactions. However, it is not always a straightforward plug and play experience, as adjustments may be needed to ensure a good audio and video setup. Lighting is one such factor that can be tricky to get right. A nicely illuminated video feed looks presentable in a meeting, but on the other hand,... » read more

Evolving Edge Computing And Harnessing Heterogeneity
By Alexandre Ferreira - 12 Sep, 2024 - Comments: 0

In the Evolving Edge Computing white paper, we highlighted 3 challenges to enable the Intelligent Edge, they are: Enabling hardware heterogeneity Removing development friction Ensuring security at scale This blog post examines the first in that list, heterogeneity. It will cover the ways in which heterogeneity appears, its effect on systems and some ideas for resolving its inher... » read more

Challenges And Outlook Of ATE Testing For 2nm SoCs
By Sriharsha Vinjamury - 08 Aug, 2024 - Comments: 0

The transition to the 2nm technology node introduces unprecedented challenges in Automated Test Equipment (ATE) bring-up and manufacturability. As semiconductor devices scale down, the complexity of testing and ensuring manufacturability increases exponentially. 3nm silicon is a mastered art now, with yields hitting pretty high for even complex packaged silicon, while the transition from 3nm to... » read more

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