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Hadoop-GIS: A High Performance Spatial Data Warehousing System over MapReduce

Summary: Hadoop-GIS is a scalable spatial data warehouse on MapReduce, using global partitioning, local indexes, and boundary handling for accurate queries. It provides RESQUE, implicit MapReduce parallelism, and Hive integration for declarative spatial queries with competitive SDBMS performance. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
10539
Venue
VLDB
Year
2013
Pagerank
0.00012989236
Overall Rank
1,261 | 91.23%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 25 of 25 citing papers.

Rank Citing Paper Year Venue Pagerank
1,435 Simba: Efficient In-Memory Spatial Analytics 2016 SIGMOD 0.00012004456
2,189 How Good Are Modern Spatial Analytics Systems? 2018 VLDB 9.335684e-05
2,192 DITA: Distributed In-Memory Trajectory Analytics 2018 SIGMOD 9.3185895e-05
3,058 Rethinking Data-Intensive Science Using Scalable Analytics Systems 2015 SIGMOD 7.6410159e-05
4,650 LocationSpark: A Distributed In-Memory Data Management System for Big Spatial Data 2016 VLDB 6.0234336e-05
5,514 GPU Rasterization for Real-Time Spatial Aggregation over Arbitrary Polygons 2018 VLDB 5.4638186e-05
5,746 Hu-Fu: Efficient and Secure Spatial Queries over Data Federation 2022 VLDB 5.3420687e-05
5,790 AQWA: Adaptive Query-Workload-Aware Partitioning of Big Spatial Data 2015 VLDB 5.3269734e-05
5,980 The Era of Big Spatial Data 2017 VLDB 5.2449608e-05
7,021 VRE: A Versatile, Robust, and Economical Trajectory Data System 2022 VLDB 4.8581131e-05
7,925 Architecting a Query Compiler for Spatial Workloads 2020 SIGMOD 4.6153403e-05
8,263 Raster Intervals: An Approximation Technique for Polygon Intersection Joins 2023 SIGMOD 4.5464722e-05
9,083 AT-GIS: Highly Parallel Spatial Query Processing with Associative Transducers 2016 SIGMOD 4.399861e-05
9,633 Compressed Spatial Hierarchical Bitmap (cSHB) Indexes for Efficiently Processing Spatial Range Query Workloads 2015 VLDB 4.3131863e-05
9,953 Distributed Stream KNN Join 2021 SIGMOD 4.2405999e-05
10,399 U-DPAP: Utility-aware Efficient Range Counting on Privacy-preserving Spatial Data Federation 2025 SIGMOD 4.1945683e-05
10,507 SwiftSpatial: Spatial Joins on Modern Hardware 2025 SIGMOD 4.1945683e-05
10,864 RDPro: Distributed Processing of Big Raster Data 2025 VLDB 4.1945683e-05
11,126 High-Performance Spatial Data Analytics: Systematic R&D for Scale-Out and Scale-Up Solutions from the Past to Now 2024 VLDB 4.1945683e-05
11,188 ST4ML: Machine Learning Oriented Spatio-Temporal Data Processing at Scale 2023 SIGMOD 4.1945683e-05
11,602 SSTD: A Distributed System on Streaming Spatio-Textual Data 2020 VLDB 4.1945683e-05
11,805 CarStream: An Industrial System of Big Data Processing for Internet-of-Vehicles 2017 VLDB 4.1945683e-05
11,943 A Demonstration of AQWA: Adaptive Query-Workload-Aware Partitioning of Big Spatial Data 2015 VLDB 4.1945683e-05
11,987 DGFIndex for Smart Grid: Enhancing Hive with a Cost-Effective Multidimensional Range Index 2014 VLDB 4.1945683e-05
11,989 OceanST: A Distributed Analytic System for Large-Scale Spatiotemporal Mobile Broadband Data 2014 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

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