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Latest from Baidu Intelligent Cloud Tech Hub

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Baidu Intelligent Cloud Tech Hub

Mar 10, 2025 · Artificial Intelligence

How Baidu Baige Achieves Near‑Zero Downtime in Massive AI Model Training

The article examines how Baidu Baige evolved AI training stability from manual operations to precise engineering, detailing metrics, fault‑perception techniques, eBPF‑based diagnostics, multi‑level restart strategies, and trigger‑based checkpointing that together achieve sub‑minute recovery and 99.5% effective training time on massive GPU clusters.

AI trainingLarge-Scale Clusterscheckpointing

0 likes · 25 min read

How Baidu Baige Achieves Near‑Zero Downtime in Massive AI Model Training

Baidu Intelligent Cloud Tech Hub

Mar 7, 2025 · Artificial Intelligence

Deploy DeepSeek R1 with Prefill‑Decode Separation on Baidu Baige

This guide explains how to set up Baidu Baige's PD‑separated deployment for the DeepSeek R1 large‑language model, covering resource preparation, data acquisition, Prefill and Decode service configuration, and API invocation to achieve lower latency and higher throughput.

Baidu BaigeDeepSeekGPU deployment

0 likes · 7 min read

Deploy DeepSeek R1 with Prefill‑Decode Separation on Baidu Baige

Baidu Intelligent Cloud Tech Hub

Mar 3, 2025 · Cloud Computing

How Baidu Cloud Optimizes GPU Servers for AI Workloads

This article explains the design and implementation of GPU cloud servers, covering data processing pipelines, hardware selection, topology, interconnect technologies, virtualization, multi‑GPU communication methods, and Baidu's practical solutions for both virtualized and bare‑metal instances to boost AI inference and training performance.

AICloud ComputingGPU

0 likes · 29 min read

How Baidu Cloud Optimizes GPU Servers for AI Workloads

Baidu Intelligent Cloud Tech Hub

Feb 27, 2025 · Artificial Intelligence

Deploy and Extend Baidu DeepSeek Enterprise Suite in Minutes

This guide walks you through quickly deploying Baidu's DeepSeek‑R1 model, accessing its WebUI, and enabling key enterprise extensions such as web search, file upload, OCR, and content moderation to integrate AI capabilities into production workflows.

AI extensionsAI model deploymentDeepSeek

0 likes · 6 min read

Deploy and Extend Baidu DeepSeek Enterprise Suite in Minutes

Baidu Intelligent Cloud Tech Hub

Jan 7, 2025 · Artificial Intelligence

How Baidu’s AIAK Boosts LLM Inference Speed by Cutting Token Latency

This article explains the architecture of large‑model inference engines, key performance metrics like TTFT and TPOT, the limitations of popular engines such as vLLM, and Baidu Baige's AIAK solutions—including multi‑process, static slot, and asynchronous execution—that dramatically reduce token‑interval latency and increase GPU utilization.

AIAKGPU utilizationLLM Performance

0 likes · 10 min read

How Baidu’s AIAK Boosts LLM Inference Speed by Cutting Token Latency

Baidu Intelligent Cloud Tech Hub

Nov 12, 2024 · Big Data

Why Data Lake Storage Acceleration Is the New Standard in Cloud‑Native AI

The article examines the evolution of data lake storage acceleration, compares various solutions, and explains how metadata, read/write, and end‑to‑end optimizations enable scalable, cost‑effective AI and big‑data workloads in cloud‑native environments.

AI trainingBig Datadata lake

0 likes · 24 min read

Why Data Lake Storage Acceleration Is the New Standard in Cloud‑Native AI

Baidu Intelligent Cloud Tech Hub

Nov 4, 2024 · Cloud Computing

How Baidu’s Unified Storage Platform Tackles AI‑Era Data Challenges

This article details Baidu’s unified storage architecture—covering its metadata, hierarchical namespace, and data layers—explaining how meta‑aware design, custom partitioning, flexible engines, and micro‑service based erasure coding together meet the scalability, performance, and cost demands of modern AI‑driven cloud storage workloads.

Microservicescloud storageerasure coding

0 likes · 17 min read

How Baidu’s Unified Storage Platform Tackles AI‑Era Data Challenges

Baidu Intelligent Cloud Tech Hub

Oct 28, 2024 · Cloud Native

How Baidu Smart Cloud Reinvents Cloud‑Native Infrastructure for the AI‑Native Era

The talk outlines Baidu Smart Cloud's comprehensive cloud‑native redesign—including ultra‑elastic compute, AI‑focused storage, high‑performance networking, AI‑driven operations, and edge‑distributed services—illustrated with automotive and fintech case studies that demonstrate how enterprises can accelerate digital transformation in the AI‑native age.

AI infrastructureMLOpsdata lake

0 likes · 12 min read

How Baidu Smart Cloud Reinvents Cloud‑Native Infrastructure for the AI‑Native Era

Baidu Intelligent Cloud Tech Hub

Oct 21, 2024 · Big Data

How Baidu’s Data Lake Acceleration 2.0 Supercharges Big Data and AI Workloads

Baidu's latest data lake acceleration 2.0 replaces HDFS with a scalable object‑storage foundation, introduces a hierarchical Namespace 2.0, a high‑throughput streaming engine, RapidFS caching, and a fully HDFS‑compatible BOS‑HDFS layer, delivering up to 70% higher throughput and dramatically lower costs for big data and AI pipelines.

AICloud NativeObject Storage

0 likes · 12 min read

How Baidu’s Data Lake Acceleration 2.0 Supercharges Big Data and AI Workloads

Baidu Intelligent Cloud Tech Hub

Oct 14, 2024 · Databases

How Baidu’s New Cloud‑Native Databases Power Enterprise AI in 2024

At the 2024 Baidu Cloud Summit, the speaker detailed recent breakthroughs across Baidu’s cloud‑native database suite—including PegaDB KV, GaiaDB relational, VDB vector, and the integrated DBSC, EDAP, and DBStack platforms—highlighting performance, cost, scalability, and AI‑ready features that address enterprise data challenges.

AIBig DataEnterprise Data

0 likes · 11 min read

How Baidu’s New Cloud‑Native Databases Power Enterprise AI in 2024