Pyneapple-G: Scalable Spatial Grouping Queries
Summary: Pyneapple-G, an Apache Sedona library, scales point-in-complex-polygon grouping via SGPAC and line grouping via DDCEL. Its parallel DCEL construction enables scalable polygon discovery and multi-layer intersection, union, and difference. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Laila Abdelhafeez (University of California Riverside)
- 2. Andres Calderon-Romero (University of California Riverside)
- 3. Amr Magdy (University of California Riverside)
- 4. Vassilis J. Tsotras (University of California Riverside)
BibTeX Citation
@article{abdelhafeez_vldb24,
title = {{Pyneapple-G: Scalable Spatial Grouping Queries}},
author = {Abdelhafeez, Laila and Calderon-Romero, Andres and Magdy, Amr and Tsotras, Vassilis J.},
journal = {PVLDB},
series = {{VLDB} '24},
volume = {17},
number = {12},
pages = {4469--4472},
doi = {10.14778/3685800.3685902},
url = {https://doi.org/10.14778/3685800.3685902},
year = {2024}
}
Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,614 | PRUC: P-Regions with User-Defined Constraint | 2022 | VLDB | 5.093636e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 13,776 | Organizing and Indexing Non-Convex Regions | 2008 | VLDB |
| 2 | 9,144 | Spatialyze: A Geospatial Video Analytics System with Spatial-Aware Optimizations | 2024 | VLDB |
| 3 | 2,283 | Hardware Acceleration for Spatial Selections and Joins | 2003 | SIGMOD |
| 4 | 1,067 | Hadoop-GIS: A High Performance Spatial Data Warehousing System over MapReduce | 2013 | VLDB |
| 5 | 2,794 | A Demonstration of SpatialHadoop: An Efficient MapReduce Framework for Spatial Data | 2013 | VLDB |
| 6 | 11,844 | Interactive Visualization for Big Spatial Data | 2019 | SIGMOD |
| 7 | 12,141 | A Demonstration of AQWA: Adaptive Query-Workload-Aware Partitioning of Big Spatial Data | 2015 | VLDB |
| 8 | 4,480 | LocationSpark: A Distributed In-Memory Data Management System for Big Spatial Data | 2016 | VLDB |
| 9 | 5,709 | GPU Rasterization for Real-Time Spatial Aggregation over Arbitrary Polygons | 2018 | VLDB |
| 10 | 6,629 | A GPU-friendly Geometric Data Model and Algebra for Spatial Queries | 2020 | SIGMOD |