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DataFunTalk
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.

AlibabaBig DataData Stability
0 likes · 12 min read
Alibaba DataWorks Data Stability Governance: Challenges, Solutions, and Practices
Didi Tech
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 Stability
0 likes · 16 min read
Data Stability Construction and Fault Governance Practices at Didi Customer Service