engine tuning | BestHub

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

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

DataFunTalk

Feb 16, 2024 · Big Data

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

This article details a year‑long white‑box cost governance practice at Kuaishou, covering data governance dimensions, engine auto‑tuning (HBO), compression algorithm migration, operator analysis, data‑warehouse metrics, duplicate‑computation reduction, chain‑depth simplification, automated routine governance, and the resulting performance and cost benefits.

AutomationBig DataCost Optimization

0 likes · 14 min read

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