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Author

Tobias Schmidt

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Jul 2026

Accelerating String-Heavy Queries with LLM Token Tables

Strings are the most common data type in modern database systems, yet they are often treated as an afterthought in high-performance data formats. While numerical data benefits from specialized, lightweight compression schemes, text is typically handled by general-purpose algorithms such as Zstd, LZ4, or Snappy, which r...

Tobias Schmidt, Nicolas Schmitt, Thomas Neumann et al. · 0 citations
Aug 2026

QueryBrew: System-Agnostic SQL-to-SQL Query Optimization

QueryBrew is presented, a system-agnostic query optimization service that decouples the optimizer from the database engine through SQL-to-SQL rewriting, and distills the optimized execution plan back into an operator-oriented SQL representation.

Tobias Schmidt, Maximilian Reif, Altan Birler et al. · 0 citations

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