Xuanhe Zhou

Machine Learning for Data Management: A System View

2022 · 2022 IEEE 38th International Conference on Data Engineering (ICDE)

Machine learning techniques have been proposed to optimize data management in recent years. Compared with traditional empirical data management, learning-based methods extract knowledge from historical tasks, generalize the extracted knowledge to similar new tasks, and …