offline precomputation

DataFunSummit

Mar 2, 2025 · Artificial Intelligence

Lightweight Algorithm Service Architecture Based on Offline Tag Knowledge Base and Real‑time Data Warehouse

This article presents a lightweight algorithm service solution that combines an offline pre‑computed tag knowledge base with a real‑time data warehouse using Flink, Doris, Hive SQL and Python to achieve short development cycles, agile iteration, low cost, and scalable deployment for classification and clustering tasks.