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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
4.9793485e-05
Overall Rank
10,713 | 27.98%
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
15 How Good Are Query Optimizers, Really? 2016 VLDB 0.00061066921
53 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00040860054
71 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00037720227
145 Neo: A Learned Query Optimizer 2019 VLDB 0.0002908188
906 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00013160654
1,064 Are We Ready For Learned Cardinality Estimation? 2021 VLDB 0.00012202282
2,690 Cost-based or Learning-based? A Hybrid Query Optimizer for Query Plan Selection 2022 VLDB 8.1258173e-05
2,846 FactorJoin: A New Cardinality Estimation Framework for Join Queries 2023 SIGMOD 7.9453616e-05
3,001 ClickHouse - Lightning Fast Analytics for Everyone 2024 VLDB 7.7667824e-05
3,153 Robust Join Processing with Diamond Hardened Joins 2024 VLDB 7.5883271e-05
3,285 Performance-Optimal Filtering: Bloom Overtakes Cuckoo at High Throughput 2019 VLDB 7.4559907e-05
3,808 An Empirical Evaluation of Columnar Storage Formats 2024 VLDB 7.0097354e-05
4,132 SQLStorm: Taking Database Benchmarking into the LLM Era 2025 VLDB 6.7885553e-05
4,202 Kepler: Robust Learning for Faster Parametric Query Optimization 2023 SIGMOD 6.7374091e-05
4,369 Predicate Transfer: Efficient Pre-Filtering on Multi-Join Queries 2024 CIDR 6.6315141e-05
4,391 Bitvector-aware Query Optimization for Decision Support Queries 2020 SIGMOD 6.6214093e-05
4,852 LpBound: Pessimistic Cardinality Estimation using ℓp-Norms of Degree Sequences 2025 SIGMOD 6.3806134e-05
4,950 Debunking the Myth of Join Ordering: Toward Robust SQL Analytics 2025 SIGMOD 6.3421691e-05
5,348 Adaptive and Robust Query Execution for Lakehouses at Scale 2024 VLDB 6.1690434e-05
5,425 Efficient Massively Parallel Join Optimization for Large Queries* 2022 SIGMOD 6.1349269e-05
5,902 Yannakakis+: Practical Acyclic Query Evaluation with Theoretical Guarantees 2025 SIGMOD 5.9536872e-05
6,241 Operator and Query Progress Estimation in Microsoft SQL Server Live Query Statistics 2016 SIGMOD 5.8381762e-05
6,308 Is Your Learned Query Optimizer Behaving As You Expect? A Machine Learning Perspective 2024 VLDB 5.8177833e-05
6,573 Output-Optimal Algorithms for Join-Aggregate Queries 2025 PODS 5.7455776e-05
6,710 Simple Adaptive Query Processing vs. Learned Query Optimizers: Observations and Analysis 2023 VLDB 5.7019157e-05
7,245 Pruning in Snowflake: Working Smarter, Not Harder 2025 SIGMOD 5.5761132e-05
7,817 Parachute: Single-Pass Bi-Directional Information Passing 2025 VLDB 5.4477841e-05
7,932 Including Bloom Filters in Bottom-up Optimization 2025 SIGMOD 5.4236595e-05
8,199 Sieve: A Learned Data-Skipping Index for Data Analytics 2023 VLDB 5.3788727e-05
8,269 Accelerate Distributed Joins with Predicate Transfer 2025 SIGMOD 5.3648571e-05
10,304 Data Chunk Compaction in Vectorized Execution 2025 SIGMOD 5.0400722e-05
11,579 Blitzcrank: Fast Semantic Compression for In-memory Online Transaction Processing 2024 VLDB 4.9793485e-05
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