A GPU-friendly Geometric Data Model and Algebra for Spatial Queries
Summary: GPU-friendly geometric data model and algebra for spatial queries; data represented as geometric objects with composable GPU operators enabling broader GPU-accelerated spatial processing. Prototype supports a subset of operators, delivering orders-of-magnitude speedups over CPU and outperforming bespoke GPU approaches. (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 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,125 | The Art of Balance: A RateupDBTM Experience of Building a CPU/GPU Hybrid Database Product | 2021 | VLDB | 5.679423e-05 |
| 6,066 | GPU Database Systems Characterization and Optimization | 2024 | VLDB | 5.2290447e-05 |
| 8,638 | The Case for Distance-Bounded Spatial Approximations | 2021 | CIDR | 4.4797417e-05 |
| 10,507 | SwiftSpatial: Spatial Joins on Modern Hardware | 2025 | SIGMOD | 4.1945683e-05 |
| 10,621 | BLAEQ: A Multigrid Index for Spatial Query on Geometry Data | 2025 | VLDB | 4.1945683e-05 |
| 10,864 | RDPro: Distributed Processing of Big Raster Data | 2025 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 725 | Optimization Strategies for Spatial Query Processing | 1991 | VLDB | 0.00017529198 |
| 2,189 | How Good Are Modern Spatial Analytics Systems? | 2018 | VLDB | 9.335684e-05 |
| 5,384 | IBM DB2 Spatial Extender - Spatial data within the RDBMS | 2001 | VLDB | 5.5385142e-05 |
| 5,514 | GPU Rasterization for Real-Time Spatial Aggregation over Arbitrary Polygons | 2018 | VLDB | 5.4638186e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 76 | Spatial Query Processing in an Object-Oriented Database System | 1986 | SIGMOD | 0.00057303551 |
| 8,616 | A Case for Graphics-driven Query Processing | 2023 | VLDB | 4.4846474e-05 |
| 2,189 | How Good Are Modern Spatial Analytics Systems? | 2018 | VLDB | 9.335684e-05 |
| 1,403 | Efficient Processing of Top-k Spatial Preference Queries | 2011 | VLDB | 0.00012176993 |
| 1,686 | Fast Computation of Database Operations using Graphics Processors | 2004 | SIGMOD | 0.00010917794 |
| 2,761 | Hardware Acceleration in Commercial Databases: A Case Study of Spatial Operations | 2004 | VLDB | 8.1622784e-05 |
| 7,377 | GPUQP: Query Co-Processing Using Graphics Processors | 2007 | SIGMOD | 4.7484565e-05 |
| 10,621 | BLAEQ: A Multigrid Index for Spatial Query on Geometry Data | 2025 | VLDB | 4.1945683e-05 |
| 2,278 | Hardware Acceleration for Spatial Selections and Joins | 2003 | SIGMOD | 9.1218781e-05 |
| 5,514 | GPU Rasterization for Real-Time Spatial Aggregation over Arbitrary Polygons | 2018 | VLDB | 5.4638186e-05 |