Learned Query Optimizer in Alibaba MaxCompute: Challenges, Analysis, and Solutions

Lianggui Weng, Dandan Liu, Wenzhuang Zhu +5

Existing learned query optimizers remain ill-suited to modern distributed, multi-tenant data warehouses due to idealized modeling assumptions and design choices. Using Alibaba's Ma…