Data Processing

Design and Practice of Billion-Level Heterogeneous Task Scheduling Framework

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Design and Practice of Billion-Level Heterogeneous Task Scheduling Framework

Background Alibaba Cloud Log Service serves as a cloud-native observability and analysis platform. It provides a one-stop solution for data collection, processing, querying, visualization, alerting, consumption, and delivery, significantly enhancing users’ digital capabilities in development, operations, operations, and security scenarios. The log service platform, as an observability platform, offers functions such as data import, data … Read more

Building Efficient Edge AI Computing Foundations for a Green and Safe Intelligent World

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Building Efficient Edge AI Computing Foundations for a Green and Safe Intelligent World

Recently at CES Asia, Dr. Huang Chang, co-founder and vice president of Horizon, was invited to give a keynote speech titled “Trends in Edge AI Computing” at the main forum of CES. In a one-hour speech, Dr. Huang shared his insights on the trends of edge computing in the AI era, discussing the changes in … Read more

3 Key Points for Choosing Industrial Controllers in IIoT Era

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3 Key Points for Choosing Industrial Controllers in IIoT Era

In the era of the Industrial Internet of Things (IIoT), when selecting controllers for industrial automation applications, it is essential to consider not only basic parameters but also data processing, communication, and high-speed control functionalities. Most industrial controllers, such as Programmable Logic Controllers (PLCs) and Programmable Automation Controllers (PACs), can handle basic functions like real-time … Read more

Why Edge Computing Is Essential for Industrial IoT

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Why Edge Computing Is Essential for Industrial IoT

IoT Think Tank Original Please indicate the source and origin when reprinting Introduction With the development of the Internet of Things, the amount of data generated by industrial manufacturing equipment will continue to increase. If all this data is to be processed in the cloud, it will require endless spectrum resources, transmission bandwidth, and data … Read more

Liu Jiangchuan on Edge Computing: Key Technology for Next-Gen Internet

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Liu Jiangchuan on Edge Computing: Key Technology for Next-Gen Internet

As 2019 begins, the popularity of edge computing continues to rise. In the report of the two sessions in 2019, the State Grid Corporation proposed the construction of a “ubiquitous power Internet of Things,” focusing on edge intelligence. From its inception, Jiangxing Intelligent has aimed at the application of edge computing in fields such as … Read more

Edge Computing: The Next Frontier of IoT

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Edge Computing: The Next Frontier of IoT

Rational · Constructive In future scenarios, edge computing will primarily be applied in the Internet of Things (IoT). Editor’s Note: Edge computing refers to an open platform that integrates networking, computing, storage, and application core capabilities, providing services close to the source of data. Applications initiated at the edge generate faster network service responses, meeting … Read more

A Discussion on Edge Computing: The Inevitable Trend

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A Discussion on Edge Computing: The Inevitable Trend

【Summary】The shortcomings of traditional centralized systems present significant opportunities for the development of edge computing. | Tech | Chat | The leading self-media in China’s telecommunications industry 宁 宇 Former manager of the Business Support Systems Department at China Mobile, currently an expert in Huawei’s Business Software Department Willing to share the glory and decline … Read more

The Connection Between Industrial Computers and MES Systems

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The Connection Between Industrial Computers and MES Systems

The Suda Software MES system is a type of production management software used in the manufacturing industry. It integrates electronic information technology, automation control, and information to achieve the informatization and intelligent management of production lines. The MES system enables real-time monitoring of production processes, data collection and analysis, formulation and optimization of production plans, … Read more

Design and Implementation of IoT Data Platform Based on Object Model and Rule Engine

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Design and Implementation of IoT Data Platform Based on Object Model and Rule Engine

With the formulation of the “Made in China 2025” strategy and the urgent need for digital transformation and cost reduction in manufacturing enterprises, the industrial Internet of Things (IoT) has developed rapidly, with increasing industrial applications and increasingly rich usage scenarios. However, many issues have arisen in the development of IoT. The data generated in … Read more

IoT-Based Sensor Network Sample Data Mining Methods

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IoT-Based Sensor Network Sample Data Mining Methods

1. Background Significance To enhance the effectiveness of targeted mining of sensor network sample data, a method based on IoT technology for targeted mining of sensor network sample data is proposed. A data processing platform based on IoT technology is designed, including IoT nodes, edge data aggregation devices, and the DAE-RNI model. The DAE-RNI model … Read more