8 citations · 8 across the 3 of their papers we have counts for
3 papers
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…
cs.DC2024★ 8 cited
Towards Building Autonomous Data Services on Azure
Yiwen Zhu, Yuanyuan Tian, Joyce Cahoon +35
Modern cloud has turned data services into easily accessible commodities. With just a few clicks, users are now able to access a catalog of data processing systems for a wide range…