LLM-SQL-Solver: Can LLMs Determine SQL Equivalence?

1 code implementation • 16 Dec 2023 • Fuheng Zhao, Lawrence Lim, Ishtiyaque Ahmad, Divyakant Agrawal, Amr El Abbadi

Judging the equivalence between two SQL queries is a fundamental problem with many practical applications in data management and SQL generation (i. e., evaluating the quality of generated SQL queries in text-to-SQL task).

Question Answering Text-To-SQL

Autumn: A Scalable Read Optimized LSM-tree based Key-Value Stores with Fast Point and Range Read Speed

no code implementations • 8 May 2023 • Fuheng Zhao, Leron Reznikov, Divyakant Agrawal, Amr El Abbadi

The key idea in improving the read performance is to dynamically adjust the capacity ratio between two adjacent levels as more data are stored.