Reflections on Edge AI Chip Architecture: Why Scalable GPU Architectures Are Worth Attention

Reflections on Edge AI Chip Architecture: Why Scalable GPU Architectures Are Worth Attention

★ Click the blue text above to follow ★Author: Beijing Huaxing Wanbang Management Consulting Co., Ltd. Xiangyu Shangrui As large models continue to evolve, they are pushing inference applications to edge and endpoint devices on a large scale. New AI application scenarios and models such as IoT intelligence, embodied intelligence, AI agents, and physical AI … Read more

Flow Factory: Real-Time Analysis of 195TB of Data Using PyJWT

Flow Factory: Real-Time Analysis of 195TB of Data Using PyJWT

Flow Factory: Real-Time Analysis of 195TB of Data Using PyJWT Last November, I took on a challenging project where the client required processing nearly 200TB of IoT sensor data with real-time analysis. At first, I thought: this task is quite daunting, and traditional solutions would definitely struggle. After two weeks of effort, the distributed flow … Read more

The Virtualization Battle: A Comprehensive Comparison of NVGRE and VXLAN

The Virtualization Battle: A Comprehensive Comparison of NVGRE and VXLAN

Source: Network Technology Alliance Hello, this is the Network Technology Alliance. NVGRE and VXLAN are both technologies used for virtualizing data center networks, aimed at addressing issues in traditional network architectures such as isolation, scalability, and performance. Although they share similar goals, they differ in their implementation methods and several key aspects. This article will … Read more

Advanced Features of the Red Hat Ansible Automation Platform

Advanced Features of the Red Hat Ansible Automation Platform

Click the blue text to follow us 01 Which feature in the Red Hat Ansible Automation Platform can help users efficiently develop scalable automation content? A. Automation Execution Environment B. Automation Controller C. Automation Content Browser D. Automation Analytics Click the blank space to see the answer Answer: C Explanation: The Ansible Automation Platform offers … Read more

Enhancing the Scalability of LoRaWAN

Recently, a paper titled “Do LoRa Low-Power Wide-Area Networks Scale?” published by Martin Bor and Utz Roedig from Lancaster University, UK, pointed out that the scalability of LoRaWAN is currently not very good based on the deployments and tests conducted. According to the tests in the paper, a single LoRaWAN gateway can stably support 120 … Read more

The Value of 8-bit MCUs Today: How to Choose the Optimal 8-bit MCU for Your Design?

The Value of 8-bit MCUs Today: How to Choose the Optimal 8-bit MCU for Your Design?

Author: Mark Beecham, Silicon Labs Introduction Despite fierce competition and the strong growth of new platforms like the 32-bit Arm Cortex-M processors, today’s 8-bit MCUs still occupy a significant portion of the entire microcontroller (MCU) market. The continued advantages of 8-bit MCUs in the embedded market stem from several factors: low cost, simplicity, ease of … Read more

5 Major Challenges in Implementing Industrial IoT

5 Major Challenges in Implementing Industrial IoT

Translator | Julian Chen Reviewer | Sun Shujuan This article will explain the basic concepts of Industrial IoT while discussing the 5 major challenges associated with it. It is well known that if enterprises can successfully implement Industrial IoT (IIoT), they will benefit immensely and significantly improve production efficiency. However, we must not only focus … Read more

A Guide to Building the Perfect Smart Home System

A Guide to Building the Perfect Smart Home System

Chuntin has been engaged in private home construction in Shanghai for 23 years. Although he started to come into contact with smart homes early on, the demand has seen an explosive growth in the past two years, indicating the completeness and variety of smart home systems. In fact, the design of smart homes is more … Read more

Why Design Patterns Are Rarely Used in Embedded Development?

Why Design Patterns Are Rarely Used in Embedded Development?

After working for a few years, I often see some friends asking whether design patterns need to be learned. It seems that those who work in embedded systems have never encountered the need to use design patterns, so they have never systematically studied them. However, I know that design patterns are important, yet over time, … Read more

How Fog Computing Empowers Industrial IoT: 5 Advantages and 8 Pillars

How Fog Computing Empowers Industrial IoT: 5 Advantages and 8 Pillars

Abstract In a data-driven manufacturing environment, how can a secure, distributed automation architecture be developed? Balancing fog computing and cloud computing will help the Industrial Internet of Things (IIoT) better realize its potential. By implementing automation systems through the IIoT, deploying sensors to measure, monitor, and analyze data can enhance efficiency and increase revenue in … Read more