AI edge computing

Applications of Large Models in Data Weaving and Edge Computing in the Telecommunications Industry

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In the fields of data weaving (unified management and intelligent scheduling of global data) and edge computing (processing data close to the source), large model services MAAS (standardized intelligent capability output) and large model Agent (autonomous decision-making execution) form a “capability support-task closed loop” collaborative relationship. In the telecommunications industry, the combination of the two … Read more

The Quiet Power of Computing: When Edge Computing Integrates with Nature

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We are accustomed to the grand narrative of the “cloud,” where data travels thousands of miles to be processed in massive data centers. However, there is a more “down-to-earth” form of computing that is quietly sinking into our surroundings: in fast-moving cars, in the robotic arms of factories, and even in the sensors of farmlands. … Read more

Trends in Non-Ferrous Metals, Energy Storage, Edge Computing, Chips, Optical Modules, and Robotics with AI Power

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Trends in non-ferrous metals, energy storage, edge computing, chips, optical modules, and robotics with AI power are all directions that have the potential for profitability. The non-ferrous sector is the strongest, and there is likely still room for growth; we will see if Baogang can create space, and tomorrow we will check if it can … Read more

From Concept to Trillion-Dollar Market: The 30-Year Evolution of IoT and Future Prospects

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Smart Future 1. The Three Stages of IoT Evolution: From Laboratory to Ubiquitous Connectivity 1. Emergence Phase (1991-2004): Dormancy Before Concept Realization In 1991, Professor Kevin Ashton from MIT first proposed the concept of the Internet of Things (IoT), which at that time was merely a theoretical concept in the laboratory. In 1995, Bill Gates … Read more

Rockchip: Will Computing Power and Technology Encounter US Restrictions?

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1. What chip products does the company mainly offer? What are some application cases? Answer: The company’s chip products mainly include SoCs, as well as power management chips, interface chips, and other mixed-signal chips. Among them: (1) SoC chips are primarily used in edge and endpoint AIoT smart hardware, widely applied in automotive electronics, machine … Read more

Professional Analysis of Industrial Automatic Control Systems

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The industrial automatic control system, as the central nervous system of modern industry, derives its core value from achieving precise control and efficient collaboration in production processes through intelligent technology. From the collaborative operation of robots on automotive manufacturing assembly lines to the millisecond-level adjustment of temperature and pressure parameters in chemical park DCS systems, … Read more

Advanced Architectures for Information Systems 2 – Future Integrated Information Technologies

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Advanced Architectures for Information Systems 2 - Future Integrated Information Technologies

Future Integrated Information Technologies Future integrated information technologies refer to new concepts, knowledge, and products proposed due to the development of new technologies in recent years. These mainly include technologies such as Cyber-Physical Systems (CPS), Artificial Intelligence (AI), robotics, edge computing, digital twins, cloud computing, and big data. 11.1 Overview of Cyber-Physical Systems Technology 11.1.1 … Read more

ANet-2E4SM: Innovative Design and Application Value of Modular Intelligent Communication Management Machine

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ANet-2E4SM: Innovative Design and Application Value of Modular Intelligent Communication Management Machine

In today’s deep integration of industrial automation and the Internet of Things, intelligent communication management machines serve as core devices for data acquisition, protocol conversion, and edge computing. Their performance and flexibility directly impact the stability and scalability of the entire system. The ANet-2E4SM modular rail-mounted intelligent communication management machine launched by Anke Rui is … Read more

CodeBERT: The ‘Translator’ in the Field of Industrial Automation

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CodeBERT: The 'Translator' in the Field of Industrial Automation

1️⃣ Introduction: Understanding CodeBERT in One Sentence Translating “The injection molding machine is broken” into “First replace the thermocouple, then set the PID” using an AI large model. Dimension 2025 Industrial Practice Parameter Count 125 M (LoRA fine-tuning is sufficient) Corpus +500,000 enterprise work orders Typical ROI Halved downtime 2️⃣ Functional Architecture: 2-1 Functional Matrix … Read more

Arm Expands Its Network in China, Accelerating Edge AI Development

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Arm Expands Its Network in China, Accelerating Edge AI Development

“The application scenarios of artificial intelligence have permeated various industries and will further reshape the cloud ecosystem. At the same time, we are entering a new era of Agent AI—systems that can operate autonomously on-site and achieve real-time responses. This industry is continuously expanding the application boundaries of artificial intelligence computing, while also raising higher … Read more