data stability | BestHub

Data Thinking Notes

Nov 16, 2023 · Operations

How to Build Robust Data Fault Governance: A Three‑Phase Stability Blueprint

This article outlines a comprehensive data fault governance framework that classifies metrics, defines three development phases, establishes fault‑grading standards, clarifies responsibilities across development, data‑warehouse, and analytics teams, and implements pre‑, during‑, and post‑incident safeguards to dramatically reduce fault frequency and recovery time.

automationcross-team collaborationdata stability

0 likes · 15 min read

How to Build Robust Data Fault Governance: A Three‑Phase Stability Blueprint

DataFunTalk

Oct 7, 2023 · Big Data

Alibaba DataWorks Data Stability Governance: Challenges, Solutions, and Practices

This article presents Alibaba's experience in addressing large‑scale data stability challenges by outlining common problems, governance principles, baseline monitoring, team collaboration methods, practical implementations, and proactive measures to ensure reliable and accurate data production on the DataWorks platform.

AlibabaData GovernanceDataWorks

0 likes · 12 min read

Alibaba DataWorks Data Stability Governance: Challenges, Solutions, and Practices

Didi Tech

Aug 31, 2023 · Big Data

Data Stability Construction and Fault Governance Practices at Didi Customer Service

Didi’s multi‑year data‑stability program for its customer‑service platform progressed through fault‑centered engineering, business‑aligned cross‑team work, and capability normalization, instituting pre‑, mid‑ and post‑fault safeguards, clear ownership, automated alerts and repair tools, which cut fault count by 42 % and more than doubled mean‑time‑to‑repair while boosting team communication and satisfaction.

Data ReliabilityODSautomation

0 likes · 16 min read

Data Stability Construction and Fault Governance Practices at Didi Customer Service