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Robust Predicate Transfer with Dynamic Execution

Summary: RPT+ revisits Robust Predicate Transfer for join execution, cutting its overhead via asymmetric transfer plans, cascade filters (block skipping + tuple filtering), and runtime-adjustable dynamic pipelines. Implemented in DuckDB, it preserves RPT’s robustness while delivering consistent speedups and avoiding regressions across JOB/TPC-H/SQLStorm. (summarized by gpt-5.4-mini on Apr 12 2026)

Paper ID
14465
Venue
VLDB
Year
2026
Pagerank
5.093636e-05
Overall Rank
10,529 | 27.77%
DOI
10.14778/3797919.3797934

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Authors

BibTeX Citation

@article{qiao_vldb26,
        title = {{Robust Predicate Transfer with Dynamic Execution}},
        author = {Qiao, Yiming and Boncz, Peter and Zhang, Huanchen},
        journal = {PVLDB},
        series = {{VLDB} '26},
        volume = {19},
        number = {6},
        pages = {1278--1290},
        doi = {10.14778/3797919.3797934},
        url = {https://doi.org/10.14778/3797919.3797934},
        year = {2026}
}

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Outgoing Citations (Sorted by Pagerank)

Showing 32 of 32 cited papers.

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

Rank Cited Paper Year Venue Pagerank
18 How Good Are Query Optimizers, Really? 2016 VLDB 0.00059284255
53 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00041071971
103 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00034161428
154 Neo: A Learned Query Optimizer 2019 VLDB 0.00028726181
941 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00013078348
1,061 Are We Ready For Learned Cardinality Estimation? 2021 VLDB 0.00012369764
2,762 Cost-based or Learning-based? A Hybrid Query Optimizer for Query Plan Selection 2022 VLDB 8.1539867e-05
2,991 FactorJoin: A New Cardinality Estimation Framework for Join Queries 2023 SIGMOD 7.8880723e-05
3,510 Performance-Optimal Filtering: Bloom Overtakes Cuckoo at High Throughput 2019 VLDB 7.3561488e-05
3,622 Robust Join Processing with Diamond Hardened Joins 2024 VLDB 7.2465862e-05
3,653 ClickHouse - Lightning Fast Analytics for Everyone 2024 VLDB 7.2241143e-05
3,877 An Empirical Evaluation of Columnar Storage Formats 2024 VLDB 7.0532293e-05
4,470 Kepler: Robust Learning for Faster Parametric Query Optimization 2023 SIGMOD 6.6817353e-05
4,553 Predicate Transfer: Efficient Pre-Filtering on Multi-Join Queries 2024 CIDR 6.6346951e-05
4,849 Bitvector-aware Query Optimization for Decision Support Queries 2020 SIGMOD 6.4803828e-05
5,399 Efficient Massively Parallel Join Optimization for Large Queries* 2022 SIGMOD 6.2319315e-05
5,529 Debunking the Myth of Join Ordering: Toward Robust SQL Analytics 2025 SIGMOD 6.18591e-05
5,639 LpBound: Pessimistic Cardinality Estimation using ℓp-Norms of Degree Sequences 2025 SIGMOD 6.1385102e-05
5,744 SQLStorm: Taking Database Benchmarking into the LLM Era 2025 VLDB 6.1019672e-05
5,983 Adaptive and Robust Query Execution for Lakehouses at Scale 2024 VLDB 6.0206841e-05
6,138 Operator and Query Progress Estimation in Microsoft SQL Server Live Query Statistics 2016 SIGMOD 5.9640712e-05
6,271 Is Your Learned Query Optimizer Behaving As You Expect? A Machine Learning Perspective 2024 VLDB 5.9326197e-05
6,434 Yannakakis+: Practical Acyclic Query Evaluation with Theoretical Guarantees 2025 SIGMOD 5.8799421e-05
6,444 Output-Optimal Algorithms for Join-Aggregate Queries 2025 PODS 5.8774519e-05
6,593 Simple Adaptive Query Processing vs. Learned Query Optimizers: Observations and Analysis 2023 VLDB 5.8297039e-05
7,660 Pruning in Snowflake: Working Smarter, Not Harder 2025 SIGMOD 5.5736132e-05
8,056 Sieve: A Learned Data-Skipping Index for Data Analytics 2023 VLDB 5.4983582e-05
8,074 Parachute: Single-Pass Bi-Directional Information Passing 2025 VLDB 5.4929961e-05
8,721 Accelerate Distributed Joins with Predicate Transfer 2025 SIGMOD 5.3772617e-05
9,279 Including Bloom Filters in Bottom-up Optimization 2025 SIGMOD 5.2934632e-05
10,662 Data Chunk Compaction in Vectorized Execution 2025 SIGMOD 5.093636e-05
11,246 Blitzcrank: Fast Semantic Compression for In-memory Online Transaction Processing 2024 VLDB 5.093636e-05
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