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GRewriter: Practical Query Rewriting with Automatic Rule Set Expansion in GaussDB

Summary: GRewriter: a bolt‑on, extensible query rewriter for GaussDB using a rule language (G‑DSL), rule index and history cache to select rewrites per query instead of pipeline‑wide, enabling coexistence of diverse rules with low engineering cost. An offline generator with novel enumeration and an equivalence theorem produces formally verified, highly expressive rules; deployed with 100+ rules, <1% overhead and large production latency reductions. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
14101
Venue
VLDB
Year
2025
Pagerank
4.1945683e-05
Overall Rank
10,778 | 25.02%
DOI
10.14778/3750601.3750622

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

Rank Cited Paper Year Venue Pagerank
1 Access Path Selection in a Relational Database Management System 1979 SIGMOD 0.0040449103
66 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00061639801
106 Extensible/Rule Based Query Rewrite Optimization in Starburst 1992 SIGMOD 0.00048400734
132 The EXODUS Optimizer Generator 1987 SIGMOD 0.00042994082
390 CockroachDB: The Resilient Geo-Distributed SQL Database 2020 SIGMOD 0.00024607299
544 Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources 2018 SIGMOD 0.00020521965
640 Bao: Making Learned Query Optimization Practical 2021 SIGMOD 0.00018759152
1,057 Cosette: An Automated Prover for SQL 2017 CIDR 0.0001439886
2,099 Axiomatic Foundations and Algorithms for Deciding Semantic Equivalences of SQL Queries 2018 VLDB 9.5479391e-05
2,249 Orca: A Modular Query Optimizer Architecture for Big Data 2014 SIGMOD 9.2034693e-05
2,596 WeTune: Automatic Discovery and Verification of Query Rewrite Rules 2022 SIGMOD 8.4729982e-05
3,248 A Learned Query Rewrite System using Monte Carlo Tree Search 2022 VLDB 7.3258782e-05
3,432 Demonstration of the Cosette Automated SQL Prover 2017 SIGMOD 7.1008151e-05
3,472 LLM-R2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting Query Efficiency 2025 VLDB 7.0639229e-05
4,388 Proving Query Equivalence Using Linear Integer Arithmetic 2023 SIGMOD 6.2303078e-05
5,023 GenRewrite: Query Rewriting via Large Language Models 2026 SIGMOD 5.75363e-05
5,243 QED: A Powerful Query Equivalence Decider for SQL 2024 VLDB 5.6071695e-05
5,525 QueryBooster: Improving SQL Performance Using Middleware Services for Human-Centered Query Rewriting 2023 VLDB 5.4600815e-05
5,640 AutoSteer: Learned Query Optimization for Any SQL Database 2023 VLDB 5.3933314e-05
8,095 GaussDB: A Cloud-Native Multi-Primary Database with Compute-Memory-Storage Disaggregation 2024 VLDB 4.5865778e-05
8,345 SlabCity: Whole-Query Optimization using Program Synthesis 2023 VLDB 4.5426916e-05
8,659 Learned Offline Query Planning via Bayesian Optimization 2025 SIGMOD 4.4722928e-05
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