fault governance

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

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.

AutomationData ReliabilityData Warehouse

0 likes · 16 min read

Data Stability Construction and Fault Governance Practices at Didi Customer Service