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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
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 AgentMulti-agent
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
Big Data Technology & Architecture
Big Data Technology & Architecture
Dec 10, 2025 · Big Data

What’s New in Apache Spark 4.0? Deep Dive into 2025 Core Updates

The 2025 release of Apache Spark 4.0 brings a comprehensive overhaul—including default ANSI SQL mode, full SQL scripting support, a new Real‑Time streaming mode, adaptive query execution, dynamic memory management, and GPU‑accelerated MLlib—significantly boosting performance, reliability, and developer productivity across big‑data workloads.

Apache SparkGPU accelerationReal-time Streaming
0 likes · 9 min read
What’s New in Apache Spark 4.0? Deep Dive into 2025 Core Updates
Big Data Technology & Architecture
Big Data Technology & Architecture
Nov 28, 2025 · Big Data

What’s New in Apache Paimon 2025? Core Performance, AI Integration & Real‑Time Lakehouse Updates

The 2025 Apache Paimon release brings major performance boosts, AI‑centric multimodal storage, deeper streaming‑batch integration, and broader engine compatibility, detailing query and write optimizations, memory management tweaks, and a unified lake format for structured and unstructured data.

AI integrationApache PaimonPerformance optimization
0 likes · 6 min read
What’s New in Apache Paimon 2025? Core Performance, AI Integration & Real‑Time Lakehouse Updates