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Huawei Cloud Developer Alliance

The Huawei Cloud Developer Alliance creates a tech sharing platform for developers and partners, gathering Huawei Cloud product knowledge, event updates, expert talks, and more. Together we continuously innovate to build the cloud foundation of an intelligent world.

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Latest from Huawei Cloud Developer Alliance

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Huawei Cloud Developer Alliance

Nov 30, 2023 · Artificial Intelligence

Mastering LLM Text Generation: Decoding Methods Explained

This review of the recent MindSpore NLP public class walks through the fundamentals of large language model text generation, detailing deterministic decoding such as greedy and beam search, stochastic sampling techniques like temperature, top‑k and top‑p, and advanced methods including constrained beam, contrastive, and assisted search, with illustrative examples.

Beam SearchGreedy SearchLLM

0 likes · 5 min read

Mastering LLM Text Generation: Decoding Methods Explained

Huawei Cloud Developer Alliance

Nov 27, 2023 · Information Security

LockBit Ransomware Attack on a Bank: Tactics, Impact, and Huawei Cloud Defense

The article details a recent LockBit ransomware attack on a bank’s US subsidiary, explains the malware’s intrusion, infection, and data‑exfiltration tactics, and outlines Huawei Cloud Host Security’s risk‑prevention, detection, and data‑recovery measures to defend against such threats.

Huawei CloudInformation SecurityLockBit

0 likes · 8 min read

LockBit Ransomware Attack on a Bank: Tactics, Impact, and Huawei Cloud Defense

Huawei Cloud Developer Alliance

Nov 21, 2023 · Artificial Intelligence

How Student Developers Used AI and Federated Learning to Revolutionize Eye Disease Diagnosis

A team of university students built an AI‑powered eye‑disease diagnostic system using federated learning and cloud services, achieving 97.48% accuracy and winning a national award, while outlining future plans for 3D visualization and immersive medical interaction.

AIFederated LearningMedical Imaging

0 likes · 8 min read

How Student Developers Used AI and Federated Learning to Revolutionize Eye Disease Diagnosis

Huawei Cloud Developer Alliance

Nov 17, 2023 · Artificial Intelligence

How a Student Team Achieved 91.6% Accuracy in Skin Cancer Detection with Huawei Cloud AI

A university team built a skin tumor recognition system that identifies six malignant skin cancers with 91.6% accuracy, leveraging Huawei Cloud's ModelArts, MindSpore, and edge devices, while gaining valuable AI, cloud, and development experience and earning multiple competition awards.

AIHuawei CloudMedical Imaging

0 likes · 9 min read

How a Student Team Achieved 91.6% Accuracy in Skin Cancer Detection with Huawei Cloud AI

Huawei Cloud Developer Alliance

Nov 17, 2023 · Databases

How openGemini’s New Columnar Engine Solves High‑Cardinality Time‑Series Challenges

This article explains why time‑series databases are ideal for massive telemetry data, describes the high‑cardinality problem that degrades performance, and shows how openGemini’s newly introduced columnar engine—combined with sorting and clustering indexes—effectively mitigates those issues while delivering impressive write and query speeds.

Columnar Storagedatabaseshigh-cardinality

0 likes · 7 min read

How openGemini’s New Columnar Engine Solves High‑Cardinality Time‑Series Challenges

Huawei Cloud Developer Alliance

Nov 16, 2023 · Artificial Intelligence

ChatGLM2 vs ChatGLM3: MQA, FlashAttention, and New Prompt Features

During the Saturday session, we reviewed ChatGLM2’s upgrades—Multi‑Query Attention and FlashAttention—demonstrated deployment on Ascend + ModelArts + MindSpore, and introduced ChatGLM3’s revamped prompt design, native tool‑calling and code‑interpreter capabilities, while previewing the next lecture on text‑generation decoding.

ChatGLM2ChatGLM3FlashAttention

0 likes · 6 min read

ChatGLM2 vs ChatGLM3: MQA, FlashAttention, and New Prompt Features

Huawei Cloud Developer Alliance

Nov 3, 2023 · Artificial Intelligence

Can LLMs Master Lifelong Learning? Exploring MoE and Continuous Adaptation

This article explains how large language models can achieve continual lifelong learning, outlines the key properties required, reviews mixture‑of‑experts (MoE) techniques—including sparse MoE, GShard, Switch Transformer, GLaM and PanGu‑Sigma—and discusses the remaining challenges such as model complexity, expert balancing and distributed communication overhead.

Artificial IntelligenceLLMMixture of Experts

0 likes · 9 min read

Can LLMs Master Lifelong Learning? Exploring MoE and Continuous Adaptation

Huawei Cloud Developer Alliance

Oct 31, 2023 · Artificial Intelligence

Edge‑Cloud AI Powers Student Fatigue‑Driving Detection – Challenge Cup Winners

The 18th Challenge Cup showcased cutting‑edge student projects on fatigue‑driving detection, with Huawei Cloud’s edge‑cloud collaborative topic drawing nearly a thousand participants and five top teams demonstrating AI‑driven solutions that combine incremental training, low‑light enhancement, and lightweight models for real‑time safety alerts.

AIEdge computingFatigue Detection

0 likes · 6 min read

Edge‑Cloud AI Powers Student Fatigue‑Driving Detection – Challenge Cup Winners

Huawei Cloud Developer Alliance

Oct 25, 2023 · Artificial Intelligence

Unlocking GLM & ChatGLM: Deep Dive into MindSpore Large‑Model Techniques

The MindSpore Season 2 open class offers a comprehensive overview of GLM to ChatGLM architectures, positional‑embedding strategies, stable training optimizations, and step‑by‑step instructions for deploying large language models with Ascend, ModelArts, and MindSpore Transformers, while previewing upcoming multimodal remote‑sensing sessions.

Artificial IntelligenceChatGLMGLM

0 likes · 6 min read

Unlocking GLM & ChatGLM: Deep Dive into MindSpore Large‑Model Techniques

Huawei Cloud Developer Alliance

Oct 13, 2023 · Frontend Development

Build a Cross‑Framework Button Demo with OpenTiny: Vue, React, Solid

This article walks developers through creating a cross‑framework UI button demo using OpenTiny, covering project initialization, framework‑specific adapters for Vue, React, and Solid, and explaining the renderless architecture that enables seamless component reuse across multiple front‑end stacks.

OpenTinyReActSOLID

0 likes · 8 min read