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Big Data Technology & Architecture
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Big Data Technology & Architecture

Wang Zhiwu, a big data expert, dedicated to sharing big data technology.

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Latest from Big Data Technology & Architecture

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Big Data Technology & Architecture
Big Data Technology & Architecture
May 20, 2026 · Databases

Deep Dive into Apache Doris’ Multimodal Capabilities: Architecture and Enterprise Deployments

Apache Doris 4.0 introduces native vector indexes, built‑in AI functions, and hybrid search, turning the OLAP engine into an AI‑centric analytics hub; the article details the technical design, performance optimizations, and real‑world deployments at ByteDance, Squirrel AI, NetEase and a security vendor, highlighting storage savings, query speedups and reduced operational complexity.

AI FunctionsApache DorisEnterprise Case Study
0 likes · 19 min read
Deep Dive into Apache Doris’ Multimodal Capabilities: Architecture and Enterprise Deployments
Big Data Technology & Architecture
Big Data Technology & Architecture
Apr 28, 2026 · Big Data

Inside Apache Paimon 1.4: Core Principles and Design of an AI Multimodal Data Lake

Apache Paimon 1.4 redefines itself as an AI multimodal data lake by introducing row tracking, data evolution, Blob and Vector tables, Variant shredding, and Lumina‑BTree global indexing, each explained with concrete examples, configuration flags, and storage layouts that illustrate how the new capabilities enable unified storage and efficient retrieval of diverse data types.

Apache PaimonBlob TableData Evolution
0 likes · 8 min read
Inside Apache Paimon 1.4: Core Principles and Design of an AI Multimodal Data Lake
Big Data Technology & Architecture
Big Data Technology & Architecture
Apr 24, 2026 · Artificial Intelligence

A Deep Dive into Flink Agents: Architecture, Roadmap, and Upcoming Features

The article explains Flink Agents' current 0.3 preview, detailing its layered architecture—from Agent definition to execution plan and runtime operators—while outlining the roadmap for Skills integration, Mem0 long‑term memory, durable execution, and observability enhancements aimed at production readiness.

AI agentsAgentPlanFlink
0 likes · 7 min read
A Deep Dive into Flink Agents: Architecture, Roadmap, and Upcoming Features
Big Data Technology & Architecture
Big Data Technology & Architecture
Apr 17, 2026 · Industry Insights

Why Data Agents Are the Next AI Frontier in Enterprise Analytics

The article examines the rise of Data Agents—AI-powered assistants that shift data analysis from manual SQL queries to autonomous, multi‑step reasoning—by outlining their technical evolution, current market players, core architectural components, and future trends shaping enterprise analytics through semantic layers and multi‑agent collaboration.

AIData AgentNL2SQL
0 likes · 16 min read
Why Data Agents Are the Next AI Frontier in Enterprise Analytics
Big Data Technology & Architecture
Big Data Technology & Architecture
Apr 3, 2026 · Industry Insights

Why Daft, Ray, and Lance Are Redefining Multimodal Data Pipelines

This article analyzes how the Daft‑Ray‑Lance stack tackles the challenges of multimodal AI workloads by offering a high‑performance Rust engine, adaptive back‑pressure, seamless Ray‑based distributed scheduling, and a storage format optimized for random access, vector indexing, and zero‑copy schema evolution, complete with benchmark comparisons and practical deployment guidance.

DaftLancePython
0 likes · 21 min read
Why Daft, Ray, and Lance Are Redefining Multimodal Data Pipelines
Big Data Technology & Architecture
Big Data Technology & Architecture
Feb 26, 2026 · Artificial Intelligence

What’s New in Anthropic’s Claude Skills Library? Major Architecture Upgrade Explained

Anthropic’s Claude Skills library received a major update (PR #465) that introduces engineering‑level workflow automation, standardized skill creation, an evaluation loop, and comprehensive quality controls, dramatically lowering development barriers and paving the way for enterprise‑scale AI skill deployment.

AnthropicClaudeSkills Library
0 likes · 6 min read
What’s New in Anthropic’s Claude Skills Library? Major Architecture Upgrade Explained