QueryFormer: A Tree Transformer Model for Query Plan Representation

1 INTRODUCTION 本文为摘录,原文为: attachments/pdf/0/p1658-zhao.pdf QueryFormer: learning-based query planer representation model with tree-structured Transformer architecture -integrate histograms from database into query plan encoding 1 INTRODUCTION Physical Query Plan As DAG (Directed Acyclic Graph) Figure 1: Example query and query plan node 表示操作 edge 表示方向 子节点先执行,执行结果给...

UDO: Universal Database Optimization using Reinforcement Learning

1 ABSTRACT 2 INTRODUCTION 本文为摘录,原文为: attachments/pdf/7/p3402-wang.pdf 1 ABSTRACT UDO: Universal Database Optimization, 通用数据库优化 为数据库的某种工作负载所做的特殊优化 包含多种调优:从索引选择到系统参数 基于强化学习 达...