Dynamic filtering is a technique that filters out unnecessary data in advance during the database query process. The core ...

Peter Boncz, researcher and leader of the Database Architectures (DA) research group at CWI, and his co-authors have received ...

Breaking Through Traditional Database Bottlenecks Traditional databases often face performance bottlenecks and inefficiencies when processing massive amounts of data. By introducing AI technologies, ...

In this paper, we introduce PEPS, an end-to-end analytical database for automatic and efficient prediction query processing. PEPS automates the process of prediction query synthesis and ensures ...

The query generation is handled in the generate_query node of the LangGraph workflow. It uses the LLM to generate search queries but sometimes falls back to generic patterns.

Efficient SQL Query Optimization (QO) is a fundamental aspect of database management systems, aimed at enhancing query performance and reducing resource consumption typically involves selecting the ...