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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
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 InfrastructureData LakeMLOps
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.

AIBig DataDatabases
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 DorisData TieringPalo
0 likes · 21 min read
How Cold‑Hot Data Separation Boosts Cost Efficiency in Baidu Palo for Apache Doris
Baidu Intelligent Cloud Tech Hub
Baidu Intelligent Cloud Tech Hub
Sep 12, 2024 · Artificial Intelligence

Will AlphaFold 3 Earn a Nobel? Meet China’s HelixFold 3 Rival

AlphaFold 3, released by DeepMind in May 2024, dramatically speeds protein and biomolecule structure prediction, prompting predictions of a future Nobel Prize, while China’s HelixFold 3, the first domestic model matching AlphaFold 3’s performance, offers high‑accuracy, cloud‑based services for diverse molecular interactions and drug discovery.

AI modelingAlphaFoldHelixFold
0 likes · 9 min read
Will AlphaFold 3 Earn a Nobel? Meet China’s HelixFold 3 Rival
Baidu Intelligent Cloud Tech Hub
Baidu Intelligent Cloud Tech Hub
Jul 25, 2024 · Artificial Intelligence

How Transformers Work: From Tensor Basics to GPU Performance Analysis

This article provides a comprehensive, engineer‑focused breakdown of transformer architecture—including tensor fundamentals, matrix multiplication, GPU theoretical compute, attention and FFN mechanics, quantitative parameter and FLOP analysis, performance metrics like MFU, parallelism strategies, variant optimizations, and practical exercise questions—offering clear insight into large‑model efficiency and scaling.

FFNGPU performanceTransformer
0 likes · 33 min read
How Transformers Work: From Tensor Basics to GPU Performance Analysis