Performance Analysis of a Load Balancing Hash-Join Algorithm for a Shared Memory Multiprocessor
Summary: Load-balanced hash-join for shared-everything multiprocessors that balances per-bucket work to tame data-skew in parallel joins. Presents an analytical cost model, implements the approach, and validates model vs. measurements on a shared-memory machine, highlighting performance predictability. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 548 | Practical Skew Handling in Parallel Joins | 1992 | VLDB | 0.00020369531 |
| 3,901 | Using Shared Virtual Memory for Parallel Join Processing | 1993 | SIGMOD | 6.6481179e-05 |
| 4,213 | Dynamic Multi-Resource Load Balancing in Parallel Database Systems | 1995 | VLDB | 6.3482542e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 21 | GAMMA - A High Performance Dataflow Database Machine | 1986 | VLDB | 0.00086104592 |
| 77 | Multiprocessor Hash-Based Join Algorithms | 1985 | VLDB | 0.00056488357 |
| 230 | A Performance Evaluation of Four Parallel Join Algorithms in a Shared-Nothing Multiprocessor Environment | 1989 | SIGMOD | 0.00032145125 |
| 429 | The Design Of Xprs | 1988 | VLDB | 0.00023497848 |
| 1,219 | Bucket Spreading Parallel Hash: A New, Robust, Parallel Hash Join Method for Data Skew in the Super Database Computer (SDC) | 1990 | VLDB | 0.00013215689 |
| 2,622 | Hash-Based Join Algorithms for Multiprocessor Computers with Shared Memory | 1990 | VLDB | 8.4404954e-05 |
| 7,832 | Effective Resource Utilization for Multiprocessor Join Execution | 1989 | VLDB | 4.636825e-05 |
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