resource quantification

Youzan Coder

Jul 3, 2020 · Big Data

Data Cost Quantification, Billing, and Optimization in a Data Platform

The data‑platform team introduced a self‑sustaining cost‑reduction framework that quantifies CPU, memory, and disk expenses using price‑per‑resource formulas, applies time‑weighted billing, generates multi‑level reports, and drives optimization through six actionable “swords” and incentive‑based operations, achieving roughly 17 % offline‑cluster savings within six months.