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Latest from Baidu Intelligent Cloud Tech Hub

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Baidu Intelligent Cloud Tech Hub
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
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
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.

cloud storageerasure codingmetadata
0 likes · 17 min read
How Baidu’s Unified Storage Platform Tackles AI‑Era Data Challenges
Baidu Intelligent Cloud Tech Hub
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
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
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.

AIEnterprise Databig data
0 likes · 11 min read
How Baidu’s New Cloud‑Native Databases Power Enterprise AI in 2024
Baidu Intelligent Cloud Tech Hub
Baidu Intelligent Cloud Tech Hub
Sep 29, 2024 · Artificial Intelligence

How Baidu’s Baige 4.0 Redefines AI Infrastructure for Large‑Model Training

The article details Baidu Baige 4.0’s four‑layer AI infrastructure—hardware, cluster components, training‑inference acceleration, and platform tools—highlighting its heterogeneous computing, high‑performance networking, fault‑tolerant communication library, and optimizations that boost large‑model training and inference efficiency.

AI infrastructureheterogeneous computinghigh performance networking
0 likes · 17 min read
How Baidu’s Baige 4.0 Redefines AI Infrastructure for Large‑Model Training
Baidu Intelligent Cloud Tech Hub
Baidu Intelligent Cloud Tech Hub
Sep 25, 2024 · Big Data

How Cold‑Hot Data Separation Boosts Cost Efficiency in Baidu Palo for Apache Doris

This article explains the principles, configuration steps, monitoring metrics, leader selection, data migration granularity, compaction, invalid data cleanup, and cache mechanisms of cold‑hot data separation in Baidu Intelligent Cloud's Palo for Apache Doris, illustrating how tiered storage reduces costs while maintaining query performance.

Apache DorisCold DataPalo
0 likes · 21 min read
How Cold‑Hot Data Separation Boosts Cost Efficiency in Baidu Palo for Apache Doris