2 papers
cs.DB2026
Breaking Database Lock-in: Agentic Regeneration of High Performance Storage Readers for Database Bypass
Victor Giannakouris, Immanuel Trummer
Analytical workloads operating on data stored in external database systems face a fundamental bottleneck: data access is guarded entirely by the database driver, like JDBC or ODBC,…
cs.DB2024
λ-Tune: Harnessing Large Language Models for Automated Database System Tuning
Victor Giannankouris, Immanuel Trummer
We introduce λ-Tune, a framework that leverages Large Language Models (LLMs) for automated database system tuning. The design of λ-Tune is motivated by the capabilities of the la…