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AsiaInfo Technology: New Tech Exploration

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Latest from AsiaInfo Technology: New Tech Exploration

87 recent articles

AsiaInfo Technology: New Tech Exploration

Nov 15, 2024 · Artificial Intelligence

How PaaS for AI Optimizes Large‑Model Workloads on Kubernetes

This article analyzes the three core technologies behind PaaS for AI—GPU resource management, node data optimization, and task scheduling—detailing their concepts, component architecture, critical workflows, technical advantages, and future challenges, while illustrating practical configurations with Kubernetes and Volcano examples.

AIBig DataCloud Native

0 likes · 16 min read

How PaaS for AI Optimizes Large‑Model Workloads on Kubernetes

AsiaInfo Technology: New Tech Exploration

Nov 8, 2024 · Industry Insights

Why Integrated Communication, Sensing, Computing, and AI Are the Key to 6G

This article reviews the evolution from 1G to 5G, explains the ITU’s 6G recommendations, and analyzes how deep integration of communication, sensing, computing, and artificial intelligence—through compute‑endogenous networks, AI‑native RAN, ISAC, and autonomous RAN—will shape the next generation of mobile networks.

6GAI-native RANCompute Virtualization

0 likes · 21 min read

Why Integrated Communication, Sensing, Computing, and AI Are the Key to 6G

AsiaInfo Technology: New Tech Exploration

Nov 4, 2024 · Big Data

How Apache SeaTunnel Redefines Data Integration for Modern Data Platforms

This article reviews the evolution of data‑integration architectures toward EtLT, explains the core capabilities of Apache SeaTunnel, and details how a Chinese data‑platform vendor applied and extended SeaTunnel to simplify batch and streaming ingestion, unify multi‑engine processing, and reduce development and operational costs.

Apache SeaTunnelBig DataConnector Development

0 likes · 17 min read

How Apache SeaTunnel Redefines Data Integration for Modern Data Platforms

AsiaInfo Technology: New Tech Exploration

Oct 23, 2024 · Artificial Intelligence

How to Optimize Distributed Training for Massive AI Models: Strategies & Performance Insights

This article examines the challenges of scaling large AI models across multiple GPUs, explores data, pipeline, and tensor parallelism, analyzes collective communication patterns and data‑channel technologies such as PCIe, NVLink and RDMA, and offers concrete optimization recommendations to boost training efficiency.

GPU communicationLarge Modelscollective communication

0 likes · 21 min read

How to Optimize Distributed Training for Massive AI Models: Strategies & Performance Insights

AsiaInfo Technology: New Tech Exploration

Oct 18, 2024 · Industry Insights

How AI Video Analysis and Laser Ranging Transform Industrial Sensing

This article examines the technical integration of AI video analysis with high‑precision laser ranging, detailing background research, key technologies, a practical solution for coal‑mining rail‑car monitoring, performance results, and broader industrial scenarios, while highlighting the benefits of sensor fusion for accuracy, reliability, and cost efficiency.

AI video analysisautomationedge computing

0 likes · 15 min read

How AI Video Analysis and Laser Ranging Transform Industrial Sensing

AsiaInfo Technology: New Tech Exploration

Sep 23, 2024 · Artificial Intelligence

How Large Language Models Power Multi‑Turn Dialogue for Smart Marketing

This article presents a comprehensive technical analysis of using large language models to build a task‑oriented multi‑turn dialogue system for intelligent marketing, detailing architecture, intent detection, slot extraction, prompt design, dialogue management, practical experience, and future research directions.

LLMintelligent marketingintent recognition

0 likes · 21 min read

How Large Language Models Power Multi‑Turn Dialogue for Smart Marketing

AsiaInfo Technology: New Tech Exploration

Sep 6, 2024 · Cloud Computing

How Unity Cloud Rendering Powers the Metaverse: Architecture and Use Cases

This article examines Unity's cloud rendering technology, detailing its distributed architecture, workflow steps, key innovations such as low‑latency transmission and real‑time rendering, and explores how these capabilities enable large‑scale, immersive experiences in the emerging metaverse.

Digital Content CreationDistributed computingMetaverse

0 likes · 10 min read

How Unity Cloud Rendering Powers the Metaverse: Architecture and Use Cases

AsiaInfo Technology: New Tech Exploration

Aug 30, 2024 · Industry Insights

How GPU Virtualization Powers AI and Cloud Computing: Techniques, Challenges, and Future Directions

This article examines the rapid rise of GPU virtualization as a solution for efficient GPU resource utilization in AI, big data, and high‑performance computing, detailing its concepts, implementation methods across user, kernel, and hardware layers, Kubernetes integration, real‑world use cases, challenges, and emerging research trends.

Cloud ComputingDevice PluginGPU virtualization

0 likes · 25 min read

How GPU Virtualization Powers AI and Cloud Computing: Techniques, Challenges, and Future Directions

AsiaInfo Technology: New Tech Exploration

Aug 12, 2024 · Big Data

How Hudi MetaServer Transforms Metadata Management and Performance in Data Lakes

This article examines the challenges of Hudi metadata stored on HDFS, introduces the independently developed Hudi MetaServer for centralized metadata, visual management, unified permission control, TTL, expression payloads, and multi‑active scaling, and outlines future enhancements such as LLS, multi‑table fusion, and JDBC support.

Big DataHudiMetaServer

0 likes · 11 min read

How Hudi MetaServer Transforms Metadata Management and Performance in Data Lakes

AsiaInfo Technology: New Tech Exploration

Jul 12, 2024 · Artificial Intelligence

How AI‑Native Transforms User Experience Management in Telecom Networks

This article examines how the AI‑Native approach reshapes the AISWare CEM platform by integrating large language models, Retrieval‑Augmented Generation, and atomic capability decomposition to improve user perception, streamline interactions, and enable intelligent diagnostic assistants for telecom operators.

AI-nativeAtomic CapabilitiesDiagnostic Assistant

0 likes · 12 min read

How AI‑Native Transforms User Experience Management in Telecom Networks