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Saving Private Hash Join

Summary: Adaptive external hash join that stores temporaries in a unified buffer pool to avoid cliff‑like slowdowns when build sides exceed RAM. Runtime column compression and dynamic memory management across concurrent operators; DuckDB prototype shows graceful degradation and much larger datasets on cheap hardware. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
13916
Venue
VLDB
Year
2025
Pagerank
4.1945683e-05
Overall Rank
10,635 | 26.02%
DOI
10.14778/3742728.3742762

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Showing 19 of 19 cited papers.

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

Rank Cited Paper Year Venue Pagerank
9 Implementation Techniques For Main Memory Database Systems 1984 SIGMOD 0.0014279444
35 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00076197749
44 The Design Of Postgres 1986 SIGMOD 0.00071838587
52 Database Architecture Optimized for the new Bottleneck: Memory Access 1999 VLDB 0.00066474881
60 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00064439773
71 How Good Are Query Optimizers, Really? 2016 VLDB 0.00059038975
113 Encapsulation of Parallelism in the Volcano Query Processing System 1990 SIGMOD 0.00046764513
185 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00036538405
368 Small Materialized Aggregates: A Light Weight Index Structure for Data Warehousing 1998 VLDB 0.000254931
418 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00023729211
550 Hash-Partitioned Join Method Using Dynamic Destaging Strategy 1988 VLDB 0.00020359891
663 Adaptive Self-Tuning Memory in DB2 2006 VLDB 0.00018469455
735 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00017452467
1,810 SQL Memory Management in Oracle9i 2002 VLDB 0.0001047003
3,721 To Partition, or Not to Partition, That is the Join Question in a Real System 2021 SIGMOD 6.8179379e-05
4,149 Memory-Contention Responsive Hash Joins 1994 VLDB 6.4078379e-05
4,419 Don't Hold My Data Hostage - A Case For Client Protocol Redesign 2017 VLDB 6.2022597e-05
6,524 The 3D Hash Join: Building On Non-Unique Join Attributes 2022 CIDR 5.0274964e-05
8,023 Design Trade-offs for a Robust Dynamic Hybrid Hash Join 2022 VLDB 4.6035454e-05
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