AI Optimization

Optimizing Intelligent Agents: Practical Application of AI Multi-Agent Collaborative Architecture in 5G Slicing Optimization

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Optimizing Intelligent Agents: Practical Application of AI Multi-Agent Collaborative Architecture in 5G Slicing Optimization

Background This article is the fourth in the series on telecom AIOps intelligent agents. Building on the previous articles on Monitoring and Diagnostics agents, it focuses on the most critical link in the operational closed loop: Optimization and Repair. Based on the agent workflow orchestration capabilities and the RAG knowledge base, this article constructs a … Read more

How 3D Printing Solves the Cooling Dilemma: From Overheating Phones to AI Computing Centers

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How 3D Printing Solves the Cooling Dilemma: From Overheating Phones to AI Computing Centers

During summer, experiencing sudden lag on your phone, laptops shutting down due to overheating, and the range of electric vehicles shrinking as temperatures rise… These everyday frustrations point to a common technical bottleneck – heat dissipation. As 5G, AI, and new energy technologies continue to increase device power density, traditional cooling methods have fallen into … Read more

Efficient C Programming Under ARM: A Comprehensive Guide

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Efficient C Programming Under ARM: A Comprehensive Guide

Article Word Count: 3900 Content Index: ⭐⭐⭐⭐⭐By writing C programs in a certain style, you can help the C compiler generate faster executing ARM code. Below are some key points related to performance:1. Use signed and unsigned int types for local variables, function parameters, and return values. This can avoid type conversion and efficiently utilize … Read more

Three Essential Steps to Processor Design

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Three Essential Steps to Processor Design

Processor design has at least three architectural layers, each playing a crucial role. Optimizing any system is a multi-layered problem, but when it comes to processors, there are at least three levels to consider. Architects must be able to think across these boundaries, as the role of each layer must be understood and balanced. The … Read more

Exploring GCC Compilation Optimization Details from a Crash Issue

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Exploring GCC Compilation Optimization Details from a Crash Issue

Introduction by Ali Mei The process of analyzing problems is also a path of technical growth. This article starts from a crash caused by GCC compilation optimization and gradually unfolds the exploration of compiler optimization details, opening a new world in the analysis process… Background: An Ordinary Crash Last year, a customer reported a bug … Read more

LoRA: Unlocking Low-Rank Adaptation Optimization

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LoRA: Unlocking Low-Rank Adaptation Optimization

Click the blue text to follow us 01 Introduction In the fields of machine learning and deep learning, optimizing model parameters is key to improving model performance. Traditional optimization methods, such as Stochastic Gradient Descent (SGD), are effective but may encounter limitations in computational resources and time when dealing with large-scale models. To address these … Read more

Unveiling the Features and Core Advantages of Amazon DSP – Amazon DSP Learning Series Part 2

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Unveiling the Features and Core Advantages of Amazon DSP - Amazon DSP Learning Series Part 2

This course mainly provides a rough understanding of some features of Amazon DSP, focusing on the following core points:First, Amazon DSP has a vast media library, allowing sellers to select their target audience and media for ad placement. It utilizes big data learning and AI-driven bidding to gain exposure in real-time.Second, DSP has exclusive audience … Read more

RISC-V Fundamentals: The Truth About Custom Extensions

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RISC-V Fundamentals: The Truth About Custom Extensions

The era of general-purpose processor architectures is giving way to designs optimized for performance, power consumption, and scalability, specifically tailored for targeted workloads. The ongoing expansion of data-driven applications in artificial intelligence (AI), edge computing, automotive, and industrial markets is driving a fundamental shift in processor design. It can be said that chip manufacturers can … Read more

The Rise of Smart Homes: How Can Underfloor Heating Pipes Achieve Intelligent Upgrades?

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The Rise of Smart Homes: How Can Underfloor Heating Pipes Achieve Intelligent Upgrades?

In winter, underfloor heating acts as a loyal guardian for every household, carefully creating a warm and comfortable living atmosphere. However, have you ever experienced such helplessness and frustration? Waking up in the morning, the indoor temperature is still chilling, as if you are in an ice cellar; rushing out of the house, you forget … Read more

Exploring the ‘Heart’ of Optical Communication: High-Speed Optical Chips and Devices

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Exploring the 'Heart' of Optical Communication: High-Speed Optical Chips and Devices

In the age of information explosion, we watch videos, transfer files, and play cloud games every day, all relying on a “light-speed highway”—the optical communication network. The cornerstone of this road is the “high-speed optical chips” and “optical devices.” They act as “opto-electronic translators,” converting electrical signals into optical signals, allowing data to travel across … Read more