Tagged articles

Data Ops

5 articles · Page 1 of 1

Apr 10, 2026 · Big Data

Datus-agent: AI‑Native Data Engineering Agent for Context‑Aware Analytics

Facing fragmented workflows and tool overload in modern data engineering, Datus-agent introduces an AI‑native, open‑source agent that builds evolving contextual maps, encapsulates domain‑specific sub‑agents, and automates the full data‑pipeline lifecycle—from natural‑language queries to SQL generation, quality checks, and task scheduling—enabling analysts and engineers to collaborate efficiently.

AIAutomationContextual AI

0 likes · 10 min read

Datus-agent: AI‑Native Data Engineering Agent for Context‑Aware Analytics

DataFunSummit

Oct 11, 2023 · Big Data

Tencent Oula Data Asset Suite: End‑to‑End Data Production and Governance Framework

The article presents Tencent Oula’s comprehensive data‑asset platform that integrates data collection, integration, warehouse and metric modeling, governance engines, and AI‑enabled analytics to reduce information entropy, standardize assets, and enable production‑as‑governance across the modern data stack.

AI for BIData GovernanceData Ops

0 likes · 21 min read

Tencent Oula Data Asset Suite: End‑to‑End Data Production and Governance Framework

Top Architect

Mar 25, 2023 · Big Data

Comprehensive Overview of Data Middle Platform Architecture and Its Core Subsystems

The article provides an in‑depth technical overview of data middle‑platform architecture, explaining its six decoupled subsystems—storage, collection, processing, governance, security, and operation—while illustrating how enterprises can use this layered approach to centralize data, improve agility, and unlock data‑as‑a‑service across various industry scenarios.

Data Opsbig-datadata-architecture

0 likes · 18 min read

Comprehensive Overview of Data Middle Platform Architecture and Its Core Subsystems

NetEase Cloud Music Tech Team

Jan 17, 2023 · Big Data

How NetEase Cloud Music Cut Data Pipeline Delays by 60% with Full‑Link Baseline Governance

This case study details NetEase Cloud Music's full‑link baseline governance initiative, outlining the challenges of massive data pipelines, the metrics used to measure success, the three‑pronged action plan (infrastructure, task optimization, and standards), and the resulting improvements in availability, resource utilization, and monitoring accuracy.

Big DataData OpsData Pipeline

0 likes · 11 min read

How NetEase Cloud Music Cut Data Pipeline Delays by 60% with Full‑Link Baseline Governance

DataFunSummit

Feb 8, 2022 · Big Data

User Segmentation Data‑Driven Operations Intelligent Decision Engine: Data Development Practice at NetEase Cloud Music

This article details the design, challenges, and implementation of NetEase Cloud Music's user‑segmentation data‑driven operation decision engine, covering project background, product architecture, data‑warehouse responsibilities, development workflow, optimization strategies, and the resulting performance and future outlook.

Data OpsUser Segmentationcloud music

0 likes · 15 min read

User Segmentation Data‑Driven Operations Intelligent Decision Engine: Data Development Practice at NetEase Cloud Music