A Scalable and Generic Approach to Range Joins
Summary: kd-tree-based, multi-dimensional range join for broad non-equi queries with equality predicates; negligible memory overhead. Fully parallel build and probe, scalable to large data and cores; integrated in Umbra; outperforms Spark and other DB systems. (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 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,465 | Robust Join Processing with Diamond Hardened Joins | 2024 | VLDB | 6.1604282e-05 |
| 5,059 | High-Performance Row Pattern Recognition Using Joins | 2023 | VLDB | 5.7277656e-05 |
| 9,142 | Design and Analysis of a Processing-in-DIMM Join Algorithm: A Case Study with UPMEM DIMMs | 2023 | SIGMOD | 4.3853149e-05 |
| 10,387 | Parallel kd-tree with Batch Updates | 2025 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5 | The K-D-B-Tree: A Search Structure for Large Multidimensional Dynamic Indexes | 1981 | SIGMOD | 0.0018397217 |
| 44 | The Design Of Postgres | 1986 | SIGMOD | 0.00071838587 |
| 60 | Efficiently Compiling Efficient Query Plans for Modern Hardware | 2011 | VLDB | 0.00064439773 |
| 152 | An Evaluation of Non-Equijoin Algorithms | 1991 | VLDB | 0.00040963225 |
| 185 | DuckDB: an Embeddable Analytical Database | 2019 | SIGMOD | 0.00036538405 |
| 418 | Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age | 2014 | SIGMOD | 0.00023729211 |
| 735 | Umbra: A Disk-Based System with In-Memory Performance | 2020 | CIDR | 0.00017452467 |
| 6,619 | Near-Optimal Distributed Band-Joins through Recursive Partitioning | 2020 | SIGMOD | 4.9910152e-05 |
| 8,680 | A Practical Approach to Groupjoin and Nested Aggregates | 2021 | VLDB | 4.4694927e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,159 | Computing Complex Temporal Join Queries Efficiently | 2022 | SIGMOD | 4.5729025e-05 |
| 11,358 | Scaling Equi-Joins | 2022 | SIGMOD | 4.1945683e-05 |
| 3,515 | Scalable Computation of Acyclic Joins (Extended Abstract) | 2006 | PODS | 7.0220813e-05 |
| 9,347 | Rank Join Queries in NoSQL Databases | 2014 | VLDB | 4.3526718e-05 |
| 3,571 | Lightning Fast and Space Efficient Inequality Joins | 2015 | VLDB | 6.9580858e-05 |
| 3,721 | To Partition, or Not to Partition, That is the Join Question in a Real System | 2021 | SIGMOD | 6.8179379e-05 |
| 12,191 | Efficient Rank Join with Aggregation Constraints | 2011 | VLDB | 4.1945683e-05 |
| 7,133 | Parallel Algorithms for High-dimensional Proximity Joins | 1997 | VLDB | 4.8226285e-05 |
| 8,061 | Efficient Computation of Quantiles over Joins | 2023 | PODS | 4.5943269e-05 |
| 2,275 | Adopting Worst-Case Optimal Joins in Relational Database Systems | 2020 | VLDB | 9.1262202e-05 |