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The UDFBench Benchmark for General-purpose UDF Queries

Summary: UDFBench: a UDF-centric benchmark based on real-world schemas and data that isolates core UDF overheads (impedance mismatch, optimizer/execution limits). Supplies UDFs and query workloads for targeted experiments and demonstrates portability across five DBMSs. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
13923
Venue
VLDB
Year
2025
Pagerank
4.2815042e-05
Overall Rank
9,765 | 32.14%
DOI
10.14778/3746405.3746409

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Showing 34 of 34 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
71 How Good Are Query Optimizers, Really? 2016 VLDB 0.00059446482
140 Predicate Migration: Optimizing Queries with Expensive Predicates 1993 SIGMOD 0.00042289025
339 OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases 2014 VLDB 0.00026895683
418 Query Optimization in the Presence of Foreign Functions 1993 VLDB 0.0002372277
699 Query Execution Techniques for Caching Expensive Methods 1996 SIGMOD 0.0001794078
848 Everything You Always Wanted to Know About Compiled and Vectorized Queries But Were Afraid to Ask 2018 VLDB 0.00015933538
933 Flexible Database Generators 2005 VLDB 0.00015220613
1,107 Froid: Optimization of Imperative Programs in a Relational Database 2018 VLDB 0.0001397627
1,884 Tuplex: Data Science in Python at Native Code Speed 2021 SIGMOD 0.00010206514
2,242 Procedural Extensions of SQL: Understanding their usage in the wild 2021 VLDB 9.2124242e-05
2,421 Tupleware: "Big" Data, Big Analytics, Small Clusters 2015 CIDR 8.8471956e-05
2,867 Optimization of Queries with User-defined Predicates 1996 VLDB 7.9931252e-05
2,904 Evaluating End-to-End Optimization for Data Analytics Applications in Weld 2018 VLDB 7.9403097e-05
2,914 Quantifying TPC-H Choke Points and Their Optimizations 2020 VLDB 7.9197583e-05
3,085 Compiling PL/SQL Away 2020 CIDR 7.5960713e-05
3,920 On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML 2018 VLDB 6.6246708e-05
4,813 Putting Pandas in a Box 2021 CIDR 5.8993009e-05
4,930 User-Defined Operators: Efficiently Integrating Custom Algorithms into Modern Databases 2022 VLDB 5.8171482e-05
5,734 Evolution of a Compiling Query Engine 2021 VLDB 5.3471832e-05
5,741 Babelfish: Efficient Execution of Polyglot Queries 2022 VLDB 5.3450701e-05
6,191 Accelerating Python UDFs in Vectorized Query Execution 2022 CIDR 5.1598046e-05
6,374 Dear User-Defined Functions, Inlining isn't working out so great for us. Let's try batching to make our relationship work. Sincerely, SQL 2024 CIDR 5.0874998e-05
6,646 Functional-Style SQL UDFs With a Capital 'F' 2020 SIGMOD 4.9734285e-05
6,683 Adaptive and Robust Query Execution for Lakehouses at Scale 2024 VLDB 4.9593505e-05
6,703 YeSQL: “You extend SQL” with Rich and Highly Performant User-Defined Functions in Relational Databases 2022 VLDB 4.9514593e-05
6,863 Declarative Sub-Operators for Universal Data Processing 2023 VLDB 4.9003859e-05
7,334 Aero: Adaptive Query Processing of ML Queries 2025 SIGMOD 4.7538944e-05
8,477 Excalibur: A Virtual Machine for Adaptive Fine-grained JIT-Compiled Query Execution based on VOILA 2023 VLDB 4.4971772e-05
8,580 Efficient Execution of User-Defined Functions in SQL Queries 2023 VLDB 4.4876382e-05
8,625 Predicate Pushdown for Data Science Pipelines 2023 SIGMOD 4.4784651e-05
9,348 The Key to Effective UDF Optimization: Before Inlining, First Perform Outlining 2025 VLDB 4.3504473e-05
9,882 Towards Resource-adaptive Query Execution in Cloud Native Databases 2024 CIDR 4.2594931e-05
9,883 SQL Engines Excel at the Execution of Imperative Programs 2024 VLDB 4.2594931e-05
13,413 BabbleFlow - A Translator for Analytic Data Flow Programs 2014 SIGMOD -
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