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AntTech
AntTech
Nov 18, 2024 · Information Security

Guidelines for the National Data Standard System: Building Trusted Data Infrastructure and Secure Data Flow Standards

The newly released National Data Standard System Construction Guide outlines a comprehensive framework for data supply, circulation, utilization, and security, emphasizing trusted infrastructure, controlled anonymization, cross‑domain usage control, and unified security assessment to enable safe, efficient data exchange across entities and industries.

controlled anonymizationcross-domain data controldata security
0 likes · 11 min read
Guidelines for the National Data Standard System: Building Trusted Data Infrastructure and Secure Data Flow Standards
Data Thinking Notes
Data Thinking Notes
Nov 7, 2024 · Fundamentals

What’s Inside China’s New National Data Standard System Guide?

The Chinese government has issued a comprehensive ‘National Data Standard System Construction Guide’ that outlines a roadmap to build a unified data standards framework by 2026, detailing design principles, system architecture, core standard categories, and providing a downloadable full guide.

Big DataData GovernanceInformation Management
0 likes · 6 min read
What’s Inside China’s New National Data Standard System Guide?
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Sep 5, 2024 · Big Data

China’s First Big Data Batch‑Stream Integration Standard GB/T 44216‑2024 Explained

China’s State Administration for Market Regulation and the Standardization Administration have released GB/T 44216‑2024, the nation’s first big‑data batch‑stream integration standard, drafted by Alibaba Cloud, defining unified resource management, computing framework, APIs, SQL, job and permission management, and will be enforced from February 1 2025.

Alibaba CloudBatch-Streamdata standards
0 likes · 4 min read
China’s First Big Data Batch‑Stream Integration Standard GB/T 44216‑2024 Explained
Data Thinking Notes
Data Thinking Notes
Jun 27, 2024 · Fundamentals

How to Build Effective Data Standards for Enterprise Governance

This article explains the concept of data standards, outlines the three main categories of data standards, describes a four‑stage implementation process, and provides a real‑world bank case study to illustrate how enterprises can establish and apply data standards for better data quality and value.

Data GovernanceData QualityEnterprise Data
0 likes · 11 min read
How to Build Effective Data Standards for Enterprise Governance
AntTech
AntTech
Jun 7, 2024 · Information Security

Unified Security Grading Standards Are Essential for the Trusted Deployment of Privacy Computing

The article explains how the diversity of privacy‑computing techniques creates confusion and reluctance in industry, argues for a unified security‑capability grading framework, and highlights recent standard‑setting efforts such as the Q/NFEC0001‑2024 guideline to balance safety and performance across sectors.

FinTechPrivacy Computingartificial intelligence
0 likes · 6 min read
Unified Security Grading Standards Are Essential for the Trusted Deployment of Privacy Computing
Data Thinking Notes
Data Thinking Notes
Apr 25, 2024 · Fundamentals

Mastering Data Governance: Build High‑Quality, Secure, Traceable Business Data

This article explains how a comprehensive data governance framework—covering data quality, metadata, master data, asset management, security, and standards—can ensure high‑quality, safe, and traceable business data while outlining implementation steps, organizational roles, platform features, and assessment methods.

Data GovernanceData QualityMaster Data
0 likes · 12 min read
Mastering Data Governance: Build High‑Quality, Secure, Traceable Business Data
Data Thinking Notes
Data Thinking Notes
Jan 9, 2024 · Fundamentals

How to Build an Effective Enterprise Data Governance Framework

Designing a data governance system involves defining data architecture, standards, and master data, documenting mechanisms, aligning them with actual business and analytical data processes, forming joint teams for specialized governance activities, and institutionalizing these practices through formal processes to sustain continuous data capability across the enterprise.

Data ArchitectureData GovernanceEnterprise Data
0 likes · 3 min read
How to Build an Effective Enterprise Data Governance Framework
Data Thinking Notes
Data Thinking Notes
Sep 3, 2023 · Big Data

How to Build an Effective Data Governance Framework: Steps & Best Practices

This article outlines a comprehensive data governance framework for Chinese enterprises, covering organizational structures, data asset inventory, six‑stage methodology, and the creation of unified data standards and quality rules to support effective digital transformation and data‑driven decision making.

Big DataData GovernanceData Management
0 likes · 13 min read
How to Build an Effective Data Governance Framework: Steps & Best Practices
DataFunTalk
DataFunTalk
May 7, 2023 · Big Data

Data Standards and Data Quality: Concepts, Frameworks, Tools, and Case Studies

This article presents a comprehensive overview of data standards and data quality, covering core concepts and frameworks, practical tools and techniques, real‑world case studies, and a detailed Q&A that together illustrate how organizations can govern, measure, and improve the reliability of their data assets.

Data Qualitydata quality toolsdata standards
0 likes · 22 min read
Data Standards and Data Quality: Concepts, Frameworks, Tools, and Case Studies
DataFunTalk
DataFunTalk
Apr 8, 2023 · Fundamentals

Data Governance Practices and Pathways: Insights from DeepEx Technology

This article outlines DeepEx Technology's comprehensive data governance methodology, covering construction paths, digital platform frameworks, core governance components, implementation steps, case studies, and a Q&A that together illustrate how enterprises can build reliable data assets, models, standards, and quality processes to unlock business value.

Data AssetsData Qualitydata modeling
0 likes · 21 min read
Data Governance Practices and Pathways: Insights from DeepEx Technology
Data Thinking Notes
Data Thinking Notes
Feb 9, 2023 · Fundamentals

Why Data Standards Are the Key to Unlocking Business Value

This article explains how data standards form the foundation of data governance, clarifies data assets, breaks silos, accelerates data flow, and outlines their definitions, benefits, common challenges, essential components, and best practices for effective implementation.

Data GovernanceData Managementbest practices
0 likes · 14 min read
Why Data Standards Are the Key to Unlocking Business Value
Data Thinking Notes
Data Thinking Notes
Jan 31, 2023 · Fundamentals

Mastering Data Governance: From Metadata to ETL in One Guide

This comprehensive guide walks you through the entire data governance ecosystem, covering metadata fundamentals, classification, maturity models, data standards, modeling, integration, lifecycle management, quality assurance, security, and ETL processes, all illustrated with clear diagrams and practical steps.

Data GovernanceData IntegrationData Quality
0 likes · 13 min read
Mastering Data Governance: From Metadata to ETL in One Guide
Ctrip Technology
Ctrip Technology
Dec 16, 2021 · Big Data

Data Standard Management Practices in Ctrip Vacation Data Governance

This article outlines Ctrip Vacation's data standard management approach, covering why standards are needed, the three‑element framework of scope, tools, and policies, and detailed practices for data integration, production change handling, metadata governance, portal dashboard standardization, and self‑service query templating.

Big DataData GovernanceData Integration
0 likes · 12 min read
Data Standard Management Practices in Ctrip Vacation Data Governance
Big Data Technology & Architecture
Big Data Technology & Architecture
Nov 28, 2021 · Big Data

OneData Methodology: Building a Unified Data Warehouse Architecture and Governance Framework

This article presents the OneData methodology for designing, standardizing, and governing a data warehouse, detailing background challenges, goals, industry references, core concepts, unified business and design consolidation, data modeling layers, naming conventions, data quality controls, and the resulting operational improvements and business value.

Big DataData GovernanceData Warehouse
0 likes · 20 min read
OneData Methodology: Building a Unified Data Warehouse Architecture and Governance Framework
Big Data Technology & Architecture
Big Data Technology & Architecture
May 19, 2021 · Big Data

Comprehensive Guide to Data Governance: Metadata, Data Quality, Standards, and Asset Management

This article provides an extensive overview of data governance in the big‑data era, covering common pitfalls, the role of metadata, data quality management, data standardization, and data asset management, and offers practical recommendations for organizations to implement effective governance practices.

Big DataData Asset ManagementData Governance
0 likes · 42 min read
Comprehensive Guide to Data Governance: Metadata, Data Quality, Standards, and Asset Management