Author

AsiaInfo Technology: New Tech Exploration

AsiaInfo's cutting‑edge ICT viewpoints and industry insights, featuring its latest technology and product case studies.

Articles

Likes

Views

Comments

Latest from AsiaInfo Technology: New Tech Exploration

85 recent articles

AsiaInfo Technology: New Tech Exploration

Aug 8, 2025 · Industry Insights

How CodeRAG Reinvents Large‑Scale Code Repository Knowledge Extraction and Hierarchical Retrieval

CodeRAG leverages AST‑centric parsing and a hierarchical knowledge graph to overcome text‑only retrieval limits in large code repositories, offering multi‑language analysis, incremental parsing, hybrid indexing, and intelligent context selection for tasks such as code completion, Q&A, documentation generation, and impact analysis.

ASTCodeRAGLarge-Scale Repos

0 likes · 15 min read

How CodeRAG Reinvents Large‑Scale Code Repository Knowledge Extraction and Hierarchical Retrieval

AsiaInfo Technology: New Tech Exploration

Jul 30, 2025 · Artificial Intelligence

How MCP‑RAG Overcomes Prompt Inflation for Massive LLM Service Calls

This article analyzes the prompt‑inflation bottleneck that arises when large language models (LLMs) must handle thousands of Model Context Protocol (MCP) services, and introduces the MCP‑RAG architecture—a retrieval‑augmented generation solution that builds a metadata knowledge base and intelligent retrieval layer to enable precise, efficient MCP service discovery at scale.

AILLMMCP

0 likes · 21 min read

How MCP‑RAG Overcomes Prompt Inflation for Massive LLM Service Calls

AsiaInfo Technology: New Tech Exploration

Jul 25, 2025 · Artificial Intelligence

How to Master Time Series Forecasting for Cloud CPU Anomaly Detection

This article systematically explores the principles and mathematics behind ARIMA, XGBoost, LSTM, and Transformer models, compares their strengths and weaknesses, and demonstrates a complete end‑to‑end workflow for detecting CPU resource anomalies in a cloud service environment.

ARIMALSTMTransformer

0 likes · 12 min read

How to Master Time Series Forecasting for Cloud CPU Anomaly Detection

AsiaInfo Technology: New Tech Exploration

Jul 11, 2025 · Industry Insights

How 5G‑A Passive IoT Is Redefining Massive Connectivity

This article examines the principles, breakthroughs, and future prospects of 5G‑A passive (Ambient) IoT, detailing its energy‑harvesting and backscatter communication techniques, cellular deployment scenarios, key performance metrics, typical network architectures, and real‑world applications such as warehouse inventory, logistics tracking, and access control.

5G-AAmbient IoTCellular IoT

0 likes · 16 min read

How 5G‑A Passive IoT Is Redefining Massive Connectivity

AsiaInfo Technology: New Tech Exploration

Jun 23, 2025 · Artificial Intelligence

How Generative Data‑Driven Model Distillation Boosts Large‑Model Performance and Cuts Compute

This article examines generative data‑driven model distillation as a technique that not only compresses large language models but also improves their accuracy, addresses data‑privacy constraints, and reduces computational costs, offering a practical roadmap and real‑world results from a corporate AI platform.

AI OptimizationKnowledge TransferMaaS platform

0 likes · 22 min read

How Generative Data‑Driven Model Distillation Boosts Large‑Model Performance and Cuts Compute

AsiaInfo Technology: New Tech Exploration

Jun 16, 2025 · Artificial Intelligence

How LangGraph Implements Shared Memory for Multi‑Agent Systems: Techniques, Tools, and Future Directions

This article examines the theory and practice of shared memory in multi‑agent systems, tracing its evolution from classic blackboard models to modern solutions like Mem0.ai, Open Memory, and A‑MEM, and provides concrete design patterns, integration strategies, and future research directions for LangGraph users.

AI memoryLLMLangGraph

0 likes · 37 min read

How LangGraph Implements Shared Memory for Multi‑Agent Systems: Techniques, Tools, and Future Directions

AsiaInfo Technology: New Tech Exploration

May 19, 2025 · Artificial Intelligence

How WASP Generates High‑Quality DP Synthetic Data with Multi‑Model Collaboration

WASP is a privacy‑preserving framework that fuses multiple pretrained language models through a weighted Top‑Q voting scheme to synthesize differential‑private data, dramatically improving downstream task performance even when only a few private samples are available, and it scales to federated settings.

Federated LearningMulti-Model Fusiondifferential privacy

0 likes · 19 min read

How WASP Generates High‑Quality DP Synthetic Data with Multi‑Model Collaboration

AsiaInfo Technology: New Tech Exploration

Apr 25, 2025 · Artificial Intelligence

How Evidence Generation Boosts Document-Grounded Dialogue with LLMs

This study introduces DGDE, a document‑grounded dialogue framework that leverages large language model‑generated evidence, combining retrieval, reranking, fine‑tuning, and iterative question correction to markedly improve accuracy, comprehensiveness, coherence, and completeness on the Doc2dial benchmark.

Fine-tuningdocument-grounded dialogueevidence generation

0 likes · 21 min read

How Evidence Generation Boosts Document-Grounded Dialogue with LLMs

AsiaInfo Technology: New Tech Exploration

Apr 18, 2025 · Industry Insights

Digital Twin Revolution in Fluid Dynamics: Techniques, Challenges, and Outlook

This article explores how digital twin technology is applied to fluid dynamics, detailing the underlying physics, numerical methods, visualization pipelines, and the capabilities of specific platforms while highlighting current challenges and future opportunities across engineering and scientific domains.

Navier-StokesOpenVDBVisualization

0 likes · 20 min read

Digital Twin Revolution in Fluid Dynamics: Techniques, Challenges, and Outlook

AsiaInfo Technology: New Tech Exploration

Mar 21, 2025 · Industry Insights

How DeepSeek’s Large Model is Revolutionizing Digital Twin Simulations

This article analyzes how DeepSeek’s multimodal large model overcomes traditional digital‑twin simulation bottlenecks through dynamic modeling, generative data augmentation, and low‑cost open‑source architecture, enabling smarter city traffic, industrial design, and water‑resource management while reshaping the industry’s AI‑driven simulation landscape.

AIDeepSeekdigital twin

0 likes · 22 min read

How DeepSeek’s Large Model is Revolutionizing Digital Twin Simulations