RDPro: Distributed Processing of Big Raster Data
Summary: RDPro is a Spark-based system with a dependency-aware distributed raster model and I/O to resolve location/resolution/CRS misalignments at scale. Implements optimized out-of-core raster operators composable into analytics workflows, yielding up to 100× speedups. (summarized by gpt-5-mini on Feb 09 2026)
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Authors
- 1. Zhuocheng Shang
- 2. Samriddhi Singla
- 3. Ahmed Eldawy
- 4. Elia Scudiero
Incoming Citations (Sorted by Pagerank)
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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 |
|---|---|---|---|---|
| 318 | Overview of SciDB: Large Scale Array Storage, Processing and Analysis | 2010 | SIGMOD | 0.00027795661 |
| 734 | The TileDB Array Data Storage Manager | 2017 | VLDB | 0.00017455248 |
| 860 | The Multidimensional Database System RasDaMan | 1998 | SIGMOD | 0.00015860465 |
| 1,261 | Hadoop-GIS: A High Performance Spatial Data Warehousing System over MapReduce | 2013 | VLDB | 0.00012989236 |
| 1,435 | Simba: Efficient In-Memory Spatial Analytics | 2016 | SIGMOD | 0.00012004456 |
| 4,839 | ChronosDB: Distributed, File Based, Geospatial Array DBMS | 2018 | VLDB | 5.8875955e-05 |
| 5,514 | GPU Rasterization for Real-Time Spatial Aggregation over Arbitrary Polygons | 2018 | VLDB | 5.4638186e-05 |
| 6,951 | A GPU-friendly Geometric Data Model and Algebra for Spatial Queries | 2020 | SIGMOD | 4.8892276e-05 |
| 9,624 | Raptor: Large Scale Analysis of Big Raster and Vector Data | 2019 | VLDB | 4.3158587e-05 |
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