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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
h57256ada6034b61d
Venue
VLDB
Year
2026
Pagerank
4.9769913e-05
Overall Rank
10,723 | 27.93%
DOI
10.14778/3797919.3797934
PDF
Download (CC BY-NC-ND 4.0)

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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
15 How Good Are Query Optimizers, Really? 2016 VLDB 0.00061067652
53 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.000408505
71 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00037724477
144 Neo: A Learned Query Optimizer 2019 VLDB 0.00029090793
907 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00013157412
1,065 Are We Ready For Learned Cardinality Estimation? 2021 VLDB 0.00012202293
2,686 Cost-based or Learning-based? A Hybrid Query Optimizer for Query Plan Selection 2022 VLDB 8.1300913e-05
2,844 FactorJoin: A New Cardinality Estimation Framework for Join Queries 2023 SIGMOD 7.9446987e-05
3,003 ClickHouse - Lightning Fast Analytics for Everyone 2024 VLDB 7.7631056e-05
3,154 Robust Join Processing with Diamond Hardened Joins 2024 VLDB 7.5849549e-05
3,285 Performance-Optimal Filtering: Bloom Overtakes Cuckoo at High Throughput 2019 VLDB 7.4525495e-05
3,810 An Empirical Evaluation of Columnar Storage Formats 2024 VLDB 7.0064171e-05
3,900 SQLStorm: Taking Database Benchmarking into the LLM Era 2025 VLDB 6.9320915e-05
4,191 Kepler: Robust Learning for Faster Parametric Query Optimization 2023 SIGMOD 6.7425275e-05
4,371 Predicate Transfer: Efficient Pre-Filtering on Multi-Join Queries 2024 CIDR 6.6284915e-05
4,394 Bitvector-aware Query Optimization for Decision Support Queries 2020 SIGMOD 6.6182964e-05
4,854 LpBound: Pessimistic Cardinality Estimation using ℓp-Norms of Degree Sequences 2025 SIGMOD 6.3775929e-05
4,945 Debunking the Myth of Join Ordering: Toward Robust SQL Analytics 2025 SIGMOD 6.3418058e-05
5,354 Adaptive and Robust Query Execution for Lakehouses at Scale 2024 VLDB 6.1661231e-05
5,429 Efficient Massively Parallel Join Optimization for Large Queries* 2022 SIGMOD 6.1320252e-05
5,895 Yannakakis+: Practical Acyclic Query Evaluation with Theoretical Guarantees 2025 SIGMOD 5.9534254e-05
6,243 Operator and Query Progress Estimation in Microsoft SQL Server Live Query Statistics 2016 SIGMOD 5.8357659e-05
6,298 Is Your Learned Query Optimizer Behaving As You Expect? A Machine Learning Perspective 2024 VLDB 5.8177684e-05
6,576 Output-Optimal Algorithms for Join-Aggregate Queries 2025 PODS 5.7428578e-05
6,714 Simple Adaptive Query Processing vs. Learned Query Optimizers: Observations and Analysis 2023 VLDB 5.6993812e-05
7,247 Pruning in Snowflake: Working Smarter, Not Harder 2025 SIGMOD 5.5734736e-05
7,810 Parachute: Single-Pass Bi-Directional Information Passing 2025 VLDB 5.4477354e-05
7,936 Including Bloom Filters in Bottom-up Optimization 2025 SIGMOD 5.4210921e-05
8,207 Sieve: A Learned Data-Skipping Index for Data Analytics 2023 VLDB 5.3763264e-05
8,275 Accelerate Distributed Joins with Predicate Transfer 2025 SIGMOD 5.3623175e-05
10,311 Data Chunk Compaction in Vectorized Execution 2025 SIGMOD 5.0376863e-05
11,585 Blitzcrank: Fast Semantic Compression for In-memory Online Transaction Processing 2024 VLDB 4.9769913e-05
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