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cs.DB2026
RELOAD: A Robust and Efficient Learned Query Optimizer for Database Systems
Seokwon Lee, Jaeyoung Sim, Sihyun Kim +3
Recent advances in query optimization have shifted from traditional rule-based and cost-based techniques towards machine learning-driven approaches. Among these, reinforcement lear…
cs.DB2024
Lorentz: Learned SKU Recommendation Using Profile Data
Nicholas Glaze, Tria McNeely, Yiwen Zhu +4
Cloud operators have expanded their service offerings, known as Stock Keeping Units (SKUs), to accommodate diverse demands, resulting in increased complexity for customers to selec…