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data governance

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Efficient Ops
Efficient Ops
Jun 16, 2025 · Operations

How Guoxin Securities Transformed Ops with CMDB Data Governance: A Four‑Stage Blueprint

The 25th GOPS Global Operations Conference in Shenzhen showcased Guoxin Securities' senior manager Lin Ying presenting a four‑stage CMDB development journey, a comprehensive data‑governance solution, real‑world case study, and future outlook, highlighting practical insights for digital transformation in operations.

CMDBCase StudyDevOps
0 likes · 3 min read
How Guoxin Securities Transformed Ops with CMDB Data Governance: A Four‑Stage Blueprint
DataFunSummit
DataFunSummit
Jun 6, 2025 · Big Data

How Unicom Digital’s Integrated Data Platform Revolutionizes Metadata Management

This article details Unicom Digital’s metadata management practice on its integrated data platform, covering the strategic background of data, key challenges, award-winning capabilities, three-pronged solutions—automation, linking+, and AI—along with practical implementations, full‑chain lineage, data responsibility, lifecycle management, and future AI‑driven enhancements.

AIautomationbig data
0 likes · 18 min read
How Unicom Digital’s Integrated Data Platform Revolutionizes Metadata Management
Continuous Delivery 2.0
Continuous Delivery 2.0
May 30, 2025 · Artificial Intelligence

Data Quality and Diversity: The Critical Battlefield Beyond AI Models

The article explains why high‑quality, diverse data—rather than just advanced models—has become the decisive factor for enterprise AI success, outlining key dimensions of data quality, strategies for building diverse datasets, and practical steps for establishing a data‑first AI strategy.

AIData StrategyData quality
0 likes · 12 min read
Data Quality and Diversity: The Critical Battlefield Beyond AI Models
Bilibili Tech
Bilibili Tech
May 13, 2025 · Big Data

Live Streaming Ecosystem Governance Architecture and Data Mining Engine Design

The article outlines a comprehensive live‑streaming ecosystem governance framework that combines data‑mining engines, tagging platforms, rule‑based disposal mechanisms, and multi‑stage user touchpoints to improve content quality, compliance, and platform sustainability.

Live StreamingTagging Systembig data
0 likes · 14 min read
Live Streaming Ecosystem Governance Architecture and Data Mining Engine Design
360 Zhihui Cloud Developer
360 Zhihui Cloud Developer
May 9, 2025 · Big Data

Mastering Multi‑AZ Replication in HDFS with AZ Mover

This article introduces AZ Mover, a lightweight HDFS client‑side tool that intelligently scans, schedules, and migrates block replicas across multiple availability zones, detailing its design goals, core workflow, command‑line options, concurrency controls, and future enhancements for robust big‑data disaster recovery.

AZ MoverCluster OperationsHDFS
0 likes · 9 min read
Mastering Multi‑AZ Replication in HDFS with AZ Mover
DataFunSummit
DataFunSummit
Apr 13, 2025 · Big Data

Data Governance at Didi: Interview with Liu Chao on Big Data Asset Management

In this interview, Didi data governance lead Liu Chao discusses his career journey, the unique technical architecture of Didi’s big‑data governance system, cost‑driven pricing models, metadata management, lineage extraction, automation practices, and offers practical advice for enterprises seeking effective data governance.

Cost-based PricingDidiautomation
0 likes · 12 min read
Data Governance at Didi: Interview with Liu Chao on Big Data Asset Management
DataFunSummit
DataFunSummit
Apr 7, 2025 · Artificial Intelligence

Bridging the Gap Between Large Models and Real‑World Applications with RAG and Agents

This article examines how Retrieval‑Augmented Generation (RAG) and multi‑agent technologies narrow the gap between large language models and practical deployment, highlighting their roles in operations automation, financial risk control, intelligent data governance, database localization, edge inference, and future AI‑driven solutions.

AI applicationsAgentsFinancial Risk Management
0 likes · 8 min read
Bridging the Gap Between Large Models and Real‑World Applications with RAG and Agents
DataFunTalk
DataFunTalk
Apr 2, 2025 · Artificial Intelligence

Trends, Applications, and Future Directions of Large Models and Inference Acceleration

This article examines the current state and future prospects of large AI models and inference acceleration, covering technology trends, diverse application scenarios from research to industry, and the challenges and opportunities that lie ahead for intelligent data governance, multimodal agents, and AGI.

AGIAIInference Acceleration
0 likes · 11 min read
Trends, Applications, and Future Directions of Large Models and Inference Acceleration
DataFunSummit
DataFunSummit
Feb 28, 2025 · Big Data

Apache Gravitino: Open‑Source Data Asset Management for AI and Multi‑Cloud Environments

This article introduces Apache Gravitino, an open‑source metadata and data‑asset management platform designed to address AI‑driven data demands and multi‑cloud challenges, detailing its architecture, core components, typical use cases, real‑world success stories, and a Q&A session on its capabilities.

AIApache GravitinoMulti-Cloud
0 likes · 18 min read
Apache Gravitino: Open‑Source Data Asset Management for AI and Multi‑Cloud Environments
DataFunSummit
DataFunSummit
Jan 17, 2025 · Databases

Graph Database Applications and Architectures in DataFun Knowledge Map 3.0

The DataFun Knowledge Map 3.0’s graph database module, presented by Ant Group expert Cui Anqi, outlines how graph databases enhance complex analysis through risk‑control architectures, user‑relationship recommendation, data‑governance, a new graph‑based data management system, and the GraphRAG framework, while also offering a free download link.

AIbig datadata governance
0 likes · 3 min read
Graph Database Applications and Architectures in DataFun Knowledge Map 3.0
DataFunSummit
DataFunSummit
Jan 1, 2025 · Big Data

Douyin Group Data Asset Management Platform: Full‑Stack Data Lineage Evolution and Applications

This article introduces Douyin Group’s end‑to‑end data asset management platform, explains the evolution and architecture of its large‑scale data lineage system, presents quality metrics and ecosystem components, and outlines practical applications and future directions for data governance, development, and security.

Data qualityDouyinbig data
0 likes · 16 min read
Douyin Group Data Asset Management Platform: Full‑Stack Data Lineage Evolution and Applications
DataFunSummit
DataFunSummit
Dec 21, 2024 · Big Data

Big Data Implementation Practices and Architecture in a Foreign Bank

This article shares the foreign bank's big data implementation journey, covering background and goals, overall planning and architecture, practical insights, phased rollout, data governance, security, and Q&A, illustrating how a unified data platform, storage‑compute separation, and AI‑driven tools drive business innovation.

AIData Architecturebanking
0 likes · 19 min read
Big Data Implementation Practices and Architecture in a Foreign Bank
DataFunSummit
DataFunSummit
Dec 20, 2024 · Big Data

Douyin Group's Data Management: Strategies for Metric Construction, Management, Production, and Consumption

This article outlines Douyin Group's approach to handling massive EB‑scale data, describing the challenges of metric quality and efficiency, the Volcano Engine data platform architecture, three‑layer solutions for metric production, management and consumption, and future plans for automation and governance.

DouyinMetric Managementanalytics
0 likes · 19 min read
Douyin Group's Data Management: Strategies for Metric Construction, Management, Production, and Consumption
JD Retail Technology
JD Retail Technology
Dec 19, 2024 · Big Data

JD.com Data Governance: Architecture, Key Technologies, and Future Directions

JD.com’s data‑governance framework combines a health‑score‑driven, automated platform that cross‑verifies audit logs, builds full‑link and operator‑level lineage, introduces standard fields, and optimizes resource mixing, task staggering, and cross‑datacenter scheduling, while targeting real‑time AI‑enhanced detection and full automation.

Audit LogsJD.combig data
0 likes · 15 min read
JD.com Data Governance: Architecture, Key Technologies, and Future Directions
Bilibili Tech
Bilibili Tech
Dec 17, 2024 · Big Data

Apache Gravitino: Metadata Management Practices and Production Experience at Bilibili

Bilibili adopted Apache Gravitino as a unified metadata platform that decouples consumers, consolidates schemas and Fileset‑based unstructured data across heterogeneous sources, cuts metadata and storage costs, resolves inconsistencies, boosts Hive Metastore performance, and enables features such as Iceberg branching and future AI‑centric governance.

Apache GravitinoBig DataFileset
0 likes · 20 min read
Apache Gravitino: Metadata Management Practices and Production Experience at Bilibili
DataFunSummit
DataFunSummit
Dec 16, 2024 · Big Data

Empowering Manufacturing Digital Transformation with Data: Architecture, Challenges, and Solutions

This article explains how data can empower the digital transformation of traditional manufacturing, covering background policies, challenges in building industrial data indicator systems, overall architecture design, technical and business considerations, and practical solutions such as the 4+4 principle, KPI loops, and case studies.

AICloud ComputingDigital Transformation
0 likes · 16 min read
Empowering Manufacturing Digital Transformation with Data: Architecture, Challenges, and Solutions
DataFunSummit
DataFunSummit
Dec 15, 2024 · Big Data

Ant Group Data Technology’s Thoughts and Practices on Data Governance

This article shares Ant Group Data Technology’s comprehensive view on data governance, covering its concepts and framework, practical strategies such as architecture, standards, platforms and digital operations, real‑world implementations like distributed warehouses and the OneData system, and future trends involving AI and automation.

AIData ArchitectureData quality
0 likes · 14 min read
Ant Group Data Technology’s Thoughts and Practices on Data Governance
DataFunSummit
DataFunSummit
Dec 13, 2024 · Big Data

Data Trust as a Solution for Data Element Circulation: Ecosystem Analysis, Policies, and Practices

This article examines data as a key production factor, analyzes the data‑element ecosystem, explains data‑trust concepts and solutions, reviews relevant policies and market structures, and presents domestic and international practices and case studies illustrating how data trusts can facilitate secure, efficient data circulation and fair benefit distribution.

Data MarketData Trustbig data
0 likes · 15 min read
Data Trust as a Solution for Data Element Circulation: Ecosystem Analysis, Policies, and Practices
转转QA
转转QA
Dec 13, 2024 · Operations

Data Point Governance and Quality Management in ZhiZhu QA Process

This article describes how ZhiZhu's quality inspection team introduced a two‑stage data‑point governance framework—initial manual enforcement followed by automated system monitoring, real‑time validation, user‑behavior trees, and dashboards—to dramatically improve data quality, testing efficiency, and issue resolution.

DashboardQAautomation
0 likes · 9 min read
Data Point Governance and Quality Management in ZhiZhu QA Process