1 citations · 1 across the 1 of their papers we have counts for
Showing cs.DBShow all
2 papers · 1 filter
cs.DB2026★ 1 cited
Reqo: A Comprehensive Learning-Based Cost Model for Robust and Explainable Query Optimization
Baoming Chang, Amin Kamali, Verena Kantere
Although machine learning (ML) shows potential in improving query optimization by generating and selecting more efficient plans, ensuring the robustness of learning-based cost mode…
cs.DB2024
A Novel Technique for Query Plan Representation Based on Graph Neural Nets
Baoming Chang, Amin Kamali, Verena Kantere
Learning representations for query plans play a pivotal role in machine learning-based query optimizers of database management systems. To this end, particular model architectures…