Home - Embedded Computing Design

IoT

Industrial AI Performance Benchmarking with Advantech Edge AI Solution SKY-622G4 and NVIDIA H200 NVL GPUs

Embedded Computing Design Staff

November 12, 2025

Rapid advances in agentic AI, generative AI (Gen AI), and AI-powered inferencing are accelerating data-driven industrial applications—and the server platforms they run on. From manufacturing line inspection and defect detection to medical imaging and process documentation, industrial operators are benefitting from unprecedented productivity gains enabled by AI technology.

HPC/Datacenters

The Power Problem Behind AI Data Center Performance

James Kolb

November 11, 2025

While the drive to adopt AI tends to focus on semiconductor shortages and algorithm optimization, the larger constraint is the power infrastructure. According to a recent Deloitte survey of 120 US-based power company and data center executives, 72% identify power and cooling limitations as significant barriers to AI data center growth over the next three to five years.

Processing

Boost Your AI-Enabled Industrial and Consumer Devices with PSOC™ Edge

Embedded Computing Design Staff

November 11, 2025

Edge AI is a key enabler for the IoT, offering significant market opportunity for intelligent devices, both in the industrial and consumer spaces. Before we dive deeper into this, let’s level set and define two terms that often mean different things to different people, namely Edge AI and intelligent devices.

Automotive

SOAFEE Blueprint: VicOne Drives Vehicle Cybersecurity with Edge AI

Ken Briodagh

November 10, 2025

In the fast-evolving world of software-defined vehicles (SDVs), cybersecurity has become as critical as performance and safety. The latest SOAFEE Blueprint from VicOne, developed as part of the SOAFEE community, introduces a new model for in-vehicle defense that moves intelligence from the cloud to the edge, powered by adaptive AI.

IoT

AAEON Delivers Real-time Intelligence with Intel

Tiera Oliver

November 10, 2025

Deploying AI at the edge often means facing limits in power, space, and reliability. It’s critical to address these challenges and limitations by designing with processing, form factor, and resiliency at the front of mind at all phases of the process.

AI & Machine Learning

Vecow Powers AI-Enabled Urban Management

Embedded Computing Design Staff

November 7, 2025

Vecow leverages high-precision RTK (Real-Time Kinematic) GPS technology to deliver centimeter-level positioning accuracy for demanding navigation tasks in urban environments.

To meet the client's specific maintenance requirements, we designed a custom-fit mounting system for the onboard computer to optimize accessibility and reduce downtime during routine maintenance and system upgrades.

IoT

Advantech's High-Performance Workstation Leverages Intel Xeon W

Tiera Oliver

November 7, 2025

The conventional legacy workstations present limitations when handling modern resource-intensive simulation and AI workload, which requires high computational power and performance.

HPC/Datacenters

NODKA Leverages Intel Power for Industrial HPC Applications

Ken Briodagh

November 6, 2025

The world of High-Performance Computing, or HPC, is all about power, efficiency, expandability, and flexibility. As AI applications become a regular part of any embedded system, whether at the edge or in the cloud, these attributes will become increasingly important.

IoT

ASRock Industrial Offers Smart, Safe, Reliable Edge Computing, Powered by Intel

Ken Briodagh

November 5, 2025

The Edge of the Network is increasingly becoming the hub for data processing and analysis. However, to ensure the Edge intelligence and computing power is effective, it must be supported by safety, security, reliability, and resiliency.

Industrial

Make Devices Think: Embedded Data Management for Real-World of IoT and AI

Sasan Montaseri

November 4, 2025

Human thinking mirrors data management: we ingest sensory inputs like a device sampling sensors, filter and index what’s relevant through attention, hold items in working memory like caches/queues, and store experiences with context and schema (who/what/when/why) for long-term recall. When we reason, we query and join fragments to form a picture; when we learn, we update models, so future inferences are faster and better. We also forget or compress low-value details to stay agile, and we practice metacognition, monitoring errors and drift, to self-correct. In short, the quality of our thought depends on how well we capture, organize, retrieve, and refine information, the very foundations of good data management.

IoT

JHCTECH BRAV-7722 Leverages Intel GPU for Smart Transportation

Ken Briodagh

November 4, 2025

The Smart Transportation space is one of the most rapidly evolving markets right now. It is implementing AI, energy-efficient compute, IoT, and other next-generation technologies to enable rapid and intelligent growth.

Uncategorized

embedded world North America: 2025 Best-in-Show Winners

Embedded Computing Design Staff

November 3, 2025

The Embedded Computing Design editorial staff is pleased to present this year’s embedded world North America Best-in-Show winners in the following categories:

Storage

The Road to embedded world North America: BIWIN Introduces Efficient Memory for Embedded, Automotive, and Industrial Applications

Chad Cox

November 3, 2025

BIWIN Storage Technology Co., Ltd. will attend embedded world North America where it will exhibit its latest memory and storage innovations including solutions engineered for embedded, automotive, and industrial applications. Visitors to Booth 2010 will have a chance to see the BIWIN ePoP LPDDR4X, BIWIN LPDDR5X, BIWIN eMMC 5.1, and BIWIN Mini SSD, all designed for high efficiency and reliability.

Processing

VadaTech’s PCI594 FPGA Delivers 100GbE Connectivity and Xilinx VU13P UltraScale+TM Performance

Chad Cox

November 11, 2025

VadaTech announced its PCI594 built on the Xilinx VU13P UltraScale+TM FPGA providing over 12,000 DSP slices, 360 Mb of UltraRAM, and 3,780K logic cells. To allow large buffer sizes stored during processing as well as for queuing the data to the host, the FPGA interfaces to the quad QSFP28 modules as well as a single DDR4 memory bank that is 64-bit wide with 16 GB total.

Industrial

WINSYSTEMS SBC-477 PowerTier Series Features 13th Gen Intel Core for High-Performance Industrial Computing

Chad Cox

November 11, 2025

WINSYSTEMS announced the SBC-477 PowerTier Series, rugged single board computers designed for performance, power, and reliability in industrial applications where space is limited. The series leverages the 13th Gen Intel Core Raptor Lake hybrid CPU, an i7, i5, i3, or Intel Processor U300E.