Discussing Smart Homes from the Perspective of AIOT

Discussing Smart Homes from the Perspective of AIOT

Follow and star “Everyone is a Product Manager“ Delivered daily at 07:45 AM One reason for writing this article is Jason.AI’s “Product Perspective: Trends and Endgame of AIOT”. This article precisely analyzes the trends and stages of AIOT in terms of collaboration and interaction, which is very impressive! However, many people mistakenly interpret certain “smart” … Read more

Why is MQTT the Data Transmission Standard for Industrial IoT?

Why is MQTT the Data Transmission Standard for Industrial IoT?

1. The “Impossible Triangle” of Industrial Data Transmission: Real-time? Reliable? Low Cost? Industrial sites have three conflicting demands for data transmission:✅ Low Latency (alerts must be fast)✅ High Reliability (data cannot be lost)✅ Low Resource Usage (limited computing power/bandwidth on edge devices) —— Traditional solutions struggle to balance these: Modbus TCP Medium (polling jitter) Low … Read more

A Brief Discussion on AIoT Chip Architecture 2025

A Brief Discussion on AIoT Chip Architecture 2025

01 Heavy Computing Group The “Transistor Hoarder” and “Master of Restraint” in the Linux Domain This group’s battlefield is Edge Linux. The core focus is: should we choose to crazily stack transistors for community celebration, or deliberately cut performance for industrial reliability? 🦖 Rockchip RK3588 A performance monster raised by “2D” and “geeks” 🛠️ Hardware … Read more

Towards the Future: Three Major Evolution Trends of Virtualization Cloud Platforms

Towards the Future: Three Major Evolution Trends of Virtualization Cloud Platforms

In today’s rapidly developing digital economy, enterprises’ IT architecture is undergoing a profound transformation. As the underlying foundation supporting emerging technologies such as cloud computing, big data, and artificial intelligence, virtualization cloud platforms have long surpassed the initial stage of “resource pooling” and have entered a new era that is smarter, more flexible, and more … Read more

From Cloud Computing to Edge Computing: Application Positioning Guide for Haiguang 7000, 5000, and 3000 Series!

From Cloud Computing to Edge Computing: Application Positioning Guide for Haiguang 7000, 5000, and 3000 Series!

Haiguang Second Generation CPU: Analysis of Performance Differences Among Three Major Models (7200 Series, 5200 Series, and 3200 Series)! Haiguang CPU 5380: A New Star in Domestic High-Performance Processors! Can it work in conjunction with GPUs? Feel free to leave your comments in the comment section! The three major product lines of Haiguang Information—Haiguang 7000, … Read more

SpaceX Starlink Partner – STM32V8 Launches with Cortex-M85 Core

SpaceX Starlink Partner - STM32V8 Launches with Cortex-M85 Core

At the STM32 Global Online Summit held last week, STMicroelectronics made a significant announcement with the launch of the STM32V8 MCU. As the first microcontroller to utilize 18nm PCM technology and the Cortex-M85 core, the STM32V8 is a new general-purpose flagship product designed specifically for edge artificial intelligence. The launch of the STM32V8 comes with … Read more

Banks, Shopping Malls, Hotels, and Robots Become Smarter with AI Large Models and Bionic Vision

Banks, Shopping Malls, Hotels, and Robots Become Smarter with AI Large Models and Bionic Vision

When Robots Have “Fire Eye and Golden Eyes” and the “Strongest Brain”, the Service Experience is Fully Upgraded Jieliyou Technology’s robot solutions utilize multimodal large models and bionic dual-eye systems to create intelligent service partners that can understand, think, and empathize. 👁️ Bionic Vision System • Intelligent Dual-Eye Cameras Iridology Recognition: Automatic identification of VIP … Read more

The Year of AI Hardware 2025: Why is it So Difficult to Develop AI Hardware?

The Year of AI Hardware 2025: Why is it So Difficult to Develop AI Hardware?

Welcome to follow our public account【Venture Capital for Ten Years】, please add WeChat with a note of 【Name + Company + City + Purpose】,More valuable content can be subscribed to Knowledge Planet. Introduction: There remains a significant gap between technological promises and commercial realities. Despite the popularity of AI concepts, the average return rate for … Read more

Industrial Internet of Things

Industrial Internet of Things

As the wave of the Industrial Internet of Things sweeps across various industries, have we ever paused to consider: behind the investment, have we truly gained tangible benefits, or merely added a layer of “digitalization” fluff? 1. Industrial Internet of Things: Value Positioning and Core Concepts The Industrial Internet of Things is not a universal … Read more

Fault Tolerance Method for Industrial IoT Edge Computing Based on Sparse Graph Attention

Fault Tolerance Method for Industrial IoT Edge Computing Based on Sparse Graph Attention

To address the issue of node overload and even failure due to resource constraints in the Industrial Internet of Things (IIoT) edge computing environment, the author proposes a fault tolerance method based on edge intelligence called SGAT-GAN (Sparse Graph Attention-based Generative Adversarial Network). This method integrates a fault prediction mechanism and utilizes Fault Embedding Encoder … Read more