Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Feb 28, 2025 · Databases

How MaxCompute’s Intelligent Data Warehouse Optimizes Queries with AutoMV

This article explains MaxCompute’s intelligent data warehouse architecture, its self‑learning optimization pipeline, the role of intelligent materialized views, the automated recommendation system for materialized views, and the AutoMV feature that automatically creates, updates, and cleans up materialized views to reduce compute costs and improve query performance.

AutoMVBig DataData Warehouse
0 likes · 17 min read
How MaxCompute’s Intelligent Data Warehouse Optimizes Queries with AutoMV
StarRocks
StarRocks
Apr 25, 2024 · Artificial Intelligence

How AI Boosts SQL Accuracy and Performance: Real‑World Demo & AutoMV Insights

The April 16 online meetup by Tencent Game Data and StarRocks explored AI‑generated SQL, tackled NL2SQL challenges, showcased a demo that lifted one‑shot accuracy to 89%, and introduced StarRocks AutoMV technology that automates materialized‑view recommendation and merging to accelerate data‑warehouse queries.

AIAutoMVNL2SQL
0 likes · 9 min read
How AI Boosts SQL Accuracy and Performance: Real‑World Demo & AutoMV Insights