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DataFunTalk
DataFunTalk
Aug 27, 2024 · Big Data

Kuaishou's Year-Long White‑Box Cost Governance in Big Data: Engine, Data‑Warehouse, and Tool Optimizations

This article presents Kuaishou's comprehensive white‑box cost governance practice over the past year, detailing the data‑governance framework, engine and data‑warehouse white‑boxing techniques, compression algorithm replacement, HBO automatic tuning, operator analysis, and the resulting performance and cost benefits, as well as future plans.

Big DataCost OptimizationData Warehouse
0 likes · 29 min read
Kuaishou's Year-Long White‑Box Cost Governance in Big Data: Engine, Data‑Warehouse, and Tool Optimizations
DataFunSummit
DataFunSummit
Apr 17, 2024 · Big Data

White‑Box Cost Governance in Big Data: Engine, Data Warehouse, and Tool Optimizations

This article presents a year‑long, white‑box cost‑governance practice for big‑data platforms, detailing the data‑governance framework, engine auto‑tuning (HBO), compression algorithm replacement, operator analysis, data‑warehouse white‑boxing, duplicate‑computation reduction, link‑depth minimisation, automation of routine governance, benefit analysis, and future plans.

Big DataCost OptimizationData Warehouse
0 likes · 17 min read
White‑Box Cost Governance in Big Data: Engine, Data Warehouse, and Tool Optimizations