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GeoSpark

https://doi.org/10.1145/2820783.2820860

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1023/a:1009755931056openalex-snapshot

Data Partitioning for Parallel Spatial Join Processing

inferredcites →https://doi.org/10.1109/icde.2002.994786openalex-snapshot

A non-blocking parallel spatial join algorithm

inferredcites →https://doi.org/10.1109/icpads.2012.119openalex-snapshot

Parallel Secondo: Boosting Database Engines with Hadoop

inferredcites →https://doi.org/10.1109/mdm.2011.41openalex-snapshot

MD-HBase: A Scalable Multi-dimensional Data Infrastructure for Location Aware Services

inferredcites →https://doi.org/10.1145/223784.223794openalex-snapshot

Nearest neighbor queries

inferredcites →https://doi.org/10.1145/356924.356930openalex-snapshot

The Quadtree and Related Hierarchical Data Structures

inferredcites →https://doi.org/10.1145/568271.223794openalex-snapshot

Nearest neighbor queries

inferredcites →https://doi.org/10.1145/602259.602266openalex-snapshot

R-trees

inferredcites →https://doi.org/10.14778/2536222.2536227openalex-snapshot

Hadoop GIS

inferredcites →https://doi.org/10.14778/2536274.2536283openalex-snapshot

A demonstration of SpatialHadoop

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.5281/zenodo.2649875openalex-extracted

Performance Evaluation of MongoDB and PostgreSQL for Spatio-temporal Data

inferred← citeshttps://doi.org/10.1002/9781119467557.ch1openalex-snapshot

An Introduction to Big Data Analytics

inferred← citeshttps://doi.org/10.1002/cpe.5283openalex-snapshot

A Spark image processing toolkit

inferred← citeshttps://doi.org/10.1002/cpe.6758openalex-snapshot

Timo: In‐memory temporal query processing for big temporal data

inferred← citeshttps://doi.org/10.1002/spe.2882openalex-snapshot

Analyzing spatial analytics systems based on Hadoop and Spark: A user perspective

inferred← citeshttps://doi.org/10.1007/978-1-4939-6575-5_3openalex-snapshot

Spatio-Temporal Data Streams and Big Data Paradigm

inferred← citeshttps://doi.org/10.1007/978-3-030-04780-1_17openalex-snapshot

Big Data Analytics Framework for Spatial Data

inferred← citeshttps://doi.org/10.1007/978-3-030-19573-1_11openalex-snapshot

Extending Volunteered Geographic Information (VGI) with Geospatial Software as a Service: Participatory Asset Mapping Infrastructures for Urban Health

inferred← citeshttps://doi.org/10.1007/978-3-030-26075-0_21openalex-snapshot

An Efficient Top-k Spatial Join Query Processing Algorithm on Big Spatial Data

inferred← citeshttps://doi.org/10.1007/978-3-030-29948-4_7openalex-snapshot

Enabling Standard Geospatial Capabilities in Spark for the Efficient Processing of Geospatial Big Data

inferred← citeshttps://doi.org/10.1007/978-3-030-47998-5_4openalex-snapshot

Geospatial Big Data Handling with High Performance Computing: Current Approaches and Future Directions

inferred← citeshttps://doi.org/10.1007/978-3-030-50316-1_4openalex-snapshot

Developing a Real-Time Traffic Reporting and Forecasting Back-End System

inferred← citeshttps://doi.org/10.1007/978-3-030-51051-0_19openalex-snapshot

Enriching Geolocalized Dataset with POIs Descriptions at Large Scale

inferred← citeshttps://doi.org/10.1007/978-3-030-53125-6_5openalex-snapshot

Big Data Analytics

inferred← citeshttps://doi.org/10.1007/978-3-030-55814-7_21openalex-snapshot

Grid-Based Clustering of Waze Data on a Relational Database

inferred← citeshttps://doi.org/10.1007/978-3-030-56542-8_27openalex-snapshot

Google Earth Engine and Its Application in Forest Sciences

inferred← citeshttps://doi.org/10.1007/978-3-030-59416-9_46openalex-snapshot

An Evaluation of Modern Spatial Libraries

inferred← citeshttps://doi.org/10.1007/978-3-030-63393-6_9openalex-snapshot

Scalable Data-Intensive Geocomputation: A Design for Real-Time Continental Flood Inundation Mapping

inferred← citeshttps://doi.org/10.1007/978-3-030-75075-6_7openalex-snapshot

An Adaptive Large-Scale Trajectory Index for Cloud-Based Moving Object Applications

inferred← citeshttps://doi.org/10.1007/978-3-030-88361-4_28openalex-snapshot

Scalable Transformation of Big Geospatial Data into Linked Data

inferred← citeshttps://doi.org/10.1007/978-3-031-19433-7_24openalex-snapshot

Strabo 2: Distributed Management of Massive Geospatial RDF Datasets

inferred← citeshttps://doi.org/10.1007/978-3-031-21595-7_14openalex-snapshot

Parallel Skyline Query Processing of Massive Incomplete Activity-Trajectories Data

inferred← citeshttps://doi.org/10.1007/978-3-031-24628-9_18openalex-snapshot

Spatial Data Science

inferred← citeshttps://doi.org/10.1007/978-3-031-27986-7_11openalex-snapshot

Dynamic Data-Driven Application Systems for Reservoir Simulation-Based Optimization: Lessons Learned and Future Trends

inferred← citeshttps://doi.org/10.1007/978-3-031-31407-0_38openalex-snapshot

Scalable Architecture for Mining Big Earth Observation Data: SAMBEO

inferred← citeshttps://doi.org/10.1007/978-3-031-87778-0_29openalex-snapshot

Benchmarking STAC Ecosystem Server Backends in Dataset Creation Applications

inferred← citeshttps://doi.org/10.1007/978-3-031-97606-3_18openalex-snapshot

Real-Time Monitoring and Active Control of Autonomous Agricultural Robot Trajectories Using an Edge-Fog Architecture

inferred← citeshttps://doi.org/10.1007/978-3-319-41576-5_10openalex-snapshot

SparkGIS: Efficient Comparison and Evaluation of Algorithm Results in Tissue Image Analysis Studies

inferred← citeshttps://doi.org/10.1007/978-3-319-57045-7_3openalex-snapshot

(A)kNN Query Processing on the Cloud: A Survey

inferred← citeshttps://doi.org/10.1007/978-3-319-63579-8_2openalex-snapshot

TrajSpark: A Scalable and Efficient In-Memory Management System for Big Trajectory Data

inferred← citeshttps://doi.org/10.1007/978-3-319-63962-8_216-1openalex-snapshot

Architectures

inferred← citeshttps://doi.org/10.1007/978-3-319-63962-8_217-1openalex-snapshot

Indexing

inferred← citeshttps://doi.org/10.1007/978-3-319-63962-8_217-2openalex-snapshot

Indexing

inferred← citeshttps://doi.org/10.1007/978-3-319-63962-8_219-1openalex-snapshot

Query Processing: Joins

inferred← citeshttps://doi.org/10.1007/978-3-319-63962-8_220-1openalex-snapshot

Query Processing – kNN

inferred← citeshttps://doi.org/10.1007/978-3-319-64367-0_4openalex-snapshot

Sphinx: Empowering Impala for Efficient Execution of SQL Queries on Big Spatial Data

inferred← citeshttps://doi.org/10.1007/978-3-319-64367-0_5openalex-snapshot

ST-Hadoop: A MapReduce Framework for Spatio-Temporal Data

inferred← citeshttps://doi.org/10.1007/978-3-319-66917-5_14openalex-snapshot

SliceNBound: Solving Closest Pairs and Distance Join Queries in Apache Spark

inferred← citeshttps://doi.org/10.1007/978-3-319-66917-5_15openalex-snapshot

A Comparison of Distributed Spatial Data Management Systems for Processing Distance Join Queries

inferred← citeshttps://doi.org/10.1007/978-3-319-73676-1_14openalex-snapshot

Fog Assisted Cloud Computing in Era of Big Data and Internet-of-Things: Systems, Architectures, and Applications

inferred← citeshttps://doi.org/10.1007/978-3-319-77525-8_216openalex-snapshot

Architectures

inferred← citeshttps://doi.org/10.1007/978-3-319-77525-8_217openalex-snapshot

Indexing

inferred← citeshttps://doi.org/10.1007/978-3-319-91455-8_3openalex-snapshot

Time-Based Trajectory Data Partitioning for Efficient Range Query

inferred← citeshttps://doi.org/10.1007/978-94-024-1531-5_8openalex-snapshot

Enabling Spatial Big Data via CyberGIS: Challenges and Opportunities

inferred← citeshttps://doi.org/10.1007/978-981-10-3966-9_50openalex-snapshot

A Spatial SQL Based on SparkSQL

inferred← citeshttps://doi.org/10.1007/978-981-15-1480-7_34openalex-snapshot

Design an Improved Linked Clustering Algorithm for Spatial Data Mining

inferred← citeshttps://doi.org/10.1007/978-981-15-8297-4_65openalex-snapshot

Data Ingestion and Analysis Framework for Geoscience Data

inferred← citeshttps://doi.org/10.1007/978-981-19-6737-5_16openalex-snapshot

Abstract Data Models and System Design for Big Data Geospatial Analytics

inferred← citeshttps://doi.org/10.1007/978-981-32-9915-3_6openalex-snapshot

Geospatial Information Processing Technologies

inferred← citeshttps://doi.org/10.1007/978-981-32-9915-3_9openalex-snapshot

Big Data and Cloud Computing

inferred← citeshttps://doi.org/10.1007/978-981-92-0288-1_11openalex-snapshot

SHindex: A Two-Tier Distributed Index for Road-Network Trajectory Data

inferred← citeshttps://doi.org/10.1007/978-981-96-2376-1_12openalex-snapshot

SDindex: Distributed Trajectory Big Data Index Based on Spark

inferred← citeshttps://doi.org/10.1007/978-981-97-7170-7_4openalex-snapshot

Multi-paradigm Geocomputing Techniques

inferred← citeshttps://doi.org/10.1007/978-981-99-2356-4_28openalex-snapshot

TRindex: Distributed Double-Layer Road Network Trajectory Index

inferred← citeshttps://doi.org/10.1007/s00778-022-00762-0openalex-snapshot

Learning-based query optimization for multi-probe approximate nearest neighbor search

inferred← citeshttps://doi.org/10.1007/s00778-024-00836-1openalex-snapshot

A learning-based framework for spatial join processing: estimation, optimization and tuning

inferred← citeshttps://doi.org/10.1007/s00778-024-00893-6openalex-snapshot

How good are multi-dimensional learned indexes? An experimental survey

inferred← citeshttps://doi.org/10.1007/s10115-019-01381-yopenalex-snapshot

Parallel co-location mining with MapReduce and NoSQL systems

inferred← citeshttps://doi.org/10.1007/s10619-018-7254-0openalex-snapshot

A framework for parallel map-matching at scale using Spark

inferred← citeshttps://doi.org/10.1007/s10707-016-0264-zopenalex-snapshot

Distributed processing of big mobility data as spatio-temporal data streams

inferred← citeshttps://doi.org/10.1007/s10707-017-0309-yopenalex-snapshot

Efficient large-scale distance-based join queries in spatialhadoop

inferred← citeshttps://doi.org/10.1007/s10707-018-0325-6openalex-snapshot

ST-Hadoop: a MapReduce framework for spatio-temporal data

inferred← citeshttps://doi.org/10.1007/s10707-019-00371-0openalex-snapshot

Parallel and scalable processing of spatio-temporal RDF queries using Spark

inferred← citeshttps://doi.org/10.1007/s10707-020-00394-yopenalex-snapshot

Building socially-enabled event-enriched maps

inferred← citeshttps://doi.org/10.1007/s10707-020-00407-wopenalex-snapshot

MongoDB Vs PostgreSQL: A comparative study on performance aspects

inferred← citeshttps://doi.org/10.1007/s10707-020-00414-xopenalex-snapshot

Cost estimation of spatial join in spatialhadoop

inferred← citeshttps://doi.org/10.1007/s10707-021-00444-zopenalex-snapshot

GeoBalance: workload-aware partitioning of real-time spatiotemporal data

inferred← citeshttps://doi.org/10.1007/s10707-022-00485-yopenalex-snapshot

Test-data generation and integration for long-distance e-vehicle routing

inferred← citeshttps://doi.org/10.1007/s10707-023-00508-2openalex-snapshot

Efficient spatial queries over complex polygons with hybrid representations

inferred← citeshttps://doi.org/10.1007/s10922-020-09549-6openalex-snapshot

Big Spatial Data Management for the Internet of Things: A Survey

inferred← citeshttps://doi.org/10.1007/s11280-022-01067-6openalex-snapshot

Distributed processing of spatiotemporal ocean data: a survey

inferred← citeshttps://doi.org/10.1007/s12652-018-0702-xopenalex-snapshot

GeoFog4Health: a fog-based SDI framework for geospatial health big data analysis

inferred← citeshttps://doi.org/10.1007/s12652-022-04104-4openalex-snapshot

E-ware: a big data system for the incremental discovery of spatio-temporal events from microblogs

inferred← citeshttps://doi.org/10.1007/s13740-018-0086-2openalex-snapshot

Big Data Semantics

inferred← citeshttps://doi.org/10.1007/s41019-020-00147-9openalex-snapshot

How Good Are Modern Spatial Libraries?

inferred← citeshttps://doi.org/10.1007/s41019-020-00151-zopenalex-snapshot

A Survey of Traffic Prediction: from Spatio-Temporal Data to Intelligent Transportation

inferred← citeshttps://doi.org/10.1007/s41060-016-0027-9openalex-snapshot

Big data analytics on Apache Spark

inferred← citeshttps://doi.org/10.1007/s42489-022-00121-7openalex-snapshot

Geospatial Big Data Platforms: A Comprehensive Review

inferred← citeshttps://doi.org/10.1007/s44196-023-00188-8openalex-snapshot

An Enhanced Partitioning Approach in SpatialHadoop for Handling Big Spatial Data

inferred← citeshttps://doi.org/10.1016/b978-0-12-819154-5.00018-7openalex-snapshot

Query Processing and Access Methods for Big Astro and Geo Databases

inferred← citeshttps://doi.org/10.1016/j.bdr.2020.100135openalex-snapshot

Automated Deployment of a Spark Cluster with Machine Learning Algorithm Integration

inferred← citeshttps://doi.org/10.1016/j.cageo.2019.06.003openalex-snapshot

GeoBeam: A distributed computing framework for spatial data

inferred← citeshttps://doi.org/10.1016/j.cageo.2020.104665openalex-snapshot

HiVision: Rapid visualization of large-scale spatial vector data

inferred← citeshttps://doi.org/10.1016/j.future.2018.09.061openalex-snapshot

A novel method for parallel indexing of real time geospatial big data generated by IoT devices

inferred← citeshttps://doi.org/10.1016/j.future.2018.10.034openalex-snapshot

An integrated GIS platform architecture for spatiotemporal big data

inferred← citeshttps://doi.org/10.1016/j.future.2022.02.013openalex-snapshot

A distributed geospatial publish/subscribe system on Apache Spark

inferred← citeshttps://doi.org/10.1016/j.inffus.2021.10.013openalex-snapshot

Multi-feature, multi-modal, and multi-source social event detection: A comprehensive survey

inferred← citeshttps://doi.org/10.1016/j.ins.2016.08.085openalex-snapshot

Indexing Next-Generation Sequencing data

inferred← citeshttps://doi.org/10.1016/j.ins.2019.10.030openalex-snapshot

Efficient distance join query processing in distributed spatial data management systems

inferred← citeshttps://doi.org/10.1016/j.is.2019.101419openalex-snapshot

A top- k spatial join querying processing algorithm based on spark

inferred← citeshttps://doi.org/10.1016/j.knosys.2022.108998openalex-snapshot

Bayesian Spatio-Temporal Graph Transformer Network (B-Star) for Multi-Aircraft Trajectory Prediction

inferred← citeshttps://doi.org/10.1016/j.marpol.2017.05.032openalex-snapshot

Coastal risk adaptation: the potential role of accessible geospatial Big Data

inferred← citeshttps://doi.org/10.1016/j.pepi.2019.106312openalex-snapshot

GeoVReality: A computational interactive virtual reality visualization framework and workflow for geophysical research

inferred← citeshttps://doi.org/10.1016/j.procs.2017.06.018openalex-snapshot

Efficient visibility analysis for massive observers

inferred← citeshttps://doi.org/10.1016/j.rse.2017.06.031openalex-snapshot

Google Earth Engine: Planetary-scale geospatial analysis for everyone

inferred← citeshttps://doi.org/10.1016/j.trc.2019.04.019openalex-snapshot

Using big GPS trajectory data analytics for vehicle miles traveled estimation

inferred← citeshttps://doi.org/10.1016/j.websem.2024.100817openalex-snapshot

Three-dimensional Geospatial Interlinking with JedAI-spatial

inferred← citeshttps://doi.org/10.1080/09747338.2020.1835564openalex-snapshot

A Review of Spatial Big Data Platforms, Opportunities, and Challenges

inferred← citeshttps://doi.org/10.1080/10095020.2023.2182236openalex-snapshot

WDCIP: spatio-temporal AI-driven disease control intelligent platform for combating COVID-19 pandemic

inferred← citeshttps://doi.org/10.1080/10095020.2025.2510364openalex-snapshot

CIBPartitioner: a computational intensity-balanced partitioner for enhancing distributed spatial join processing

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A hybrid data model for dynamic GIS: application to marine geomorphological dynamics

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Scheduling distributed multiway spatial join queries: optimization models and algorithms

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SPASTC: a Spatial Partitioning Algorithm for Scalable Travel-time Computation

inferred← citeshttps://doi.org/10.1080/13658816.2025.2607453openalex-snapshot

An optimizing spatial learned index for balanced update and query performance

inferred← citeshttps://doi.org/10.1080/17538947.2020.1778804openalex-snapshot

DAPR-tree: a distributed spatial data indexing scheme with data access patterns to support Digital Earth initiatives

inferred← citeshttps://doi.org/10.1080/17538947.2022.2115567openalex-snapshot

Cloud-based storage and computing for remote sensing big data: a technical review

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Dynamic heatmap pyramid computation for massive high-parallel spatial streaming in urban environments

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Towards the next-generation GIS: a geometric algebra approach

inferred← citeshttps://doi.org/10.1080/20964471.2023.2275854openalex-snapshot

A mediation system for continuous spatial queries on a unified schema using Apache Spark

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A performance enhanced distributed computing framework for clustering by local direction centrality upon Apache Spark

inferred← citeshttps://doi.org/10.1109/access.2018.2850768openalex-snapshot

A Spark-Based High Performance Computational Approach for Simulating Typhoon Wind Fields

inferred← citeshttps://doi.org/10.1109/access.2019.2907999openalex-snapshot

A Survey of Big Data Analytics for Smart Forestry

inferred← citeshttps://doi.org/10.1109/access.2020.3030700openalex-snapshot

A Data Allocation Strategy for Geocomputation Based on Shape Complexity in A Cloud Environment Using Parallel Overlay Analysis of Polygons as an Example

inferred← citeshttps://doi.org/10.1109/access.2021.3051084openalex-snapshot

Review on Integrating Geospatial Big Datasets and Open Research Issues

inferred← citeshttps://doi.org/10.1109/access.2022.3157405openalex-snapshot

Enabling Efficient Distributed Spatial Join on Large Scale Vector-Raster Data Lakes

inferred← citeshttps://doi.org/10.1109/access.2022.3177620openalex-snapshot

Efficient Retrieval of Top-k Weighted Triangles on Static and Dynamic Spatial Data

inferred← citeshttps://doi.org/10.1109/agro-geoinformatics.2017.8047039openalex-snapshot

Big spatial data processing with Apache Spark

inferred← citeshttps://doi.org/10.1109/agro-geoinformatics.2019.8820437openalex-snapshot

Towards a Geospatial Big Data Platform for Geospatial Information Services

inferred← citeshttps://doi.org/10.1109/agro-geoinformatics55649.2022.9859223openalex-snapshot

A Parallel Peak Extraction Algorithm Based on Computational Intensity Prediction Using a Machine Learning Model

inferred← citeshttps://doi.org/10.1109/aict50176.2020.9368706openalex-snapshot

Analysis and exploitation of Geospatial Big Data: State of art

inferred← citeshttps://doi.org/10.1109/aiea62095.2024.10692422openalex-snapshot

Distributed computing architecture and data communication implementation method of distribution network auxiliary planning platform

inferred← citeshttps://doi.org/10.1109/bdacs53596.2021.00011openalex-snapshot

Prevention and control of COVID-19 based on Spark and spatial big data

inferred← citeshttps://doi.org/10.1109/bigcomp48618.2020.00-75openalex-snapshot

Performance Evaluation of Spatial Data Management Systems Using GeoSpark

inferred← citeshttps://doi.org/10.1109/bigdata.2016.7840909openalex-snapshot

An experimental study of big spatial data systems

inferred← citeshttps://doi.org/10.1109/bigdata.2017.8258334openalex-snapshot

A tale of two cities: Analyzing road accidents with big spatial data

inferred← citeshttps://doi.org/10.1109/bigdata.2018.8621943openalex-snapshot

Revisiting Exact kNN Query Processing with Probabilistic Data Space Transformations

inferred← citeshttps://doi.org/10.1109/bigdata.2018.8622394openalex-snapshot

A Survey on Trajectory Data Management for Hybrid Transactional and Analytical Workloads

inferred← citeshttps://doi.org/10.1109/bigdata.2018.8622488openalex-snapshot

GeoMatch: Efficient Large-Scale Map Matching on Apache Spark

inferred← citeshttps://doi.org/10.1109/bigdata.2018.8622600openalex-snapshot

Accelerating Cross-Matching Operation of Geospatial Datasets using a CPU-GPU Hybrid Platform

inferred← citeshttps://doi.org/10.1109/bigdata47090.2019.9006524openalex-snapshot

Comparing Implementation Variants Of Distributed Spatial Join on Spark

inferred← citeshttps://doi.org/10.1109/bigdata50022.2020.9377907openalex-snapshot

Raptor Zonal Statistics: Fully Distributed Zonal Statistics of Big Raster + Vector Data

inferred← citeshttps://doi.org/10.1109/bigdata50022.2020.9378374openalex-snapshot

Country-wide Mobility Changes Observed Using Mobile Phone Data During COVID-19 Pandemic

inferred← citeshttps://doi.org/10.1109/bigdata52589.2021.9671480openalex-snapshot

Decentralized Storage for Scientific Data

inferred← citeshttps://doi.org/10.1109/bigdata55660.2022.10020279openalex-snapshot

Operator Placement for Spatio-temporal Tasks

inferred← citeshttps://doi.org/10.1109/bigdata55660.2022.10021071openalex-snapshot

Retrieving Top-N Weighted Spatial k-cliques

inferred← citeshttps://doi.org/10.1109/bigdata59044.2023.10386256openalex-snapshot

Deep Learning for Spatiotemporal Big Data: Opportunities and Challenges [Vision Paper]

inferred← citeshttps://doi.org/10.1109/bigdata59044.2023.10386898openalex-snapshot

AQUA: A Framework for Spatiotemporal Analysis and Visualizations of Water Quality Data at Scale

inferred← citeshttps://doi.org/10.1109/bigdata62323.2024.10825846openalex-snapshot

Understanding the Intrinsic Characteristics of Spatial Partitioning in Distributed Spatial Join

inferred← citeshttps://doi.org/10.1109/bigdatacongress.2017.39openalex-snapshot

Parallel Processing over Spatial-Temporal Datasets from Geo, Bio, Climate and Social Science Communities: A Research Roadmap

inferred← citeshttps://doi.org/10.1109/camad.2018.8514950openalex-snapshot

In-memory Spatial-Aware Framework for Processing Proximity-Alike Queries in Big Spatial Data

inferred← citeshttps://doi.org/10.1109/cbd.2019.00031openalex-snapshot

Timo: In-Memory Temporal Query Processing for Big Temporal Data

inferred← citeshttps://doi.org/10.1109/ccem53267.2021.00017openalex-snapshot

Short Paper : Optimized Spatial Join with Grid Sub-Partitioning

inferred← citeshttps://doi.org/10.1109/ccgrid54584.2022.00055openalex-snapshot

Alleviating Resource Requirements for Spatial Deep Learning Workloads

inferred← citeshttps://doi.org/10.1109/ccgrid54584.2022.00070openalex-snapshot

Exploring Spatial Indexing for Accelerated Feature Retrieval in HPC

inferred← citeshttps://doi.org/10.1109/cloud.2019.00047openalex-snapshot

STRETCH: In-Memory Storage with Autoscaling for Cluster Computing

inferred← citeshttps://doi.org/10.1109/cloud72782.2026.00025openalex-snapshot

Federated Querying of Heterogeneous Spatiotemporal Data over Polyglot Stores

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Designing Decision Support Systems for Emergency Response: Challenges and Opportunities

inferred← citeshttps://doi.org/10.1109/cw58918.2023.00039openalex-snapshot

Geospatial Big Data for a Sustainable and Green Smart City

inferred← citeshttps://doi.org/10.1109/earthsense66084.2025.11297303openalex-snapshot

Machine Learning for Geospatial Data in the Cloud: A Comprehensive Analysis of Architectures, Challenges, and Next-Generation Solutions

inferred← citeshttps://doi.org/10.1109/eltech.2019.8839429openalex-snapshot

A Hadoop-Based Spatial Computation Framework for Large-Scale AIS Data

inferred← citeshttps://doi.org/10.1109/gcwkshps58843.2023.10465045openalex-snapshot

Cost-Effective Approximate Aggregation Queries on Geospatial Big Data

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Locality-Preserving Spatial Partitioning for Geo Big Data Analytics in Main Memory Frameworks

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Comparative analysis of SpatialHadoop and GeoSpark for geospatial big data analytics

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GeoCube-RG: A Hybrid Multidimensional Spatial Index and Adaptive Query Optimizer for Group-Scale Operation Maps

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A Spatial Big Data Framework for Maritime Traffic Data

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Scaling k-Nearest Neighbours Queries (The Right Way)

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Cymo: A Storage Model with Query-Aware Indexing for Spatio-Temporal Big Data

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The era of Big Spatial Data

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Geospatial Data Management in Apache Spark: A Tutorial

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JUST: JD Urban Spatio-Temporal Data Engine

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LHist: Towards Learning Multi-dimensional Histogram for Massive Spatial Data

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Experimental Study of Big Raster and Vector Database Systems

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SPEAR: Dynamic Spatio-Temporal Query Processing over High Velocity Data Streams

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A Spatio-Temporal Series Data Model with Efficient Indexing and Layout for Cloud-Based Trajectory Data Management

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Joinable Search Over Multi-Source Spatial Datasets: Overlap, Coverage, and Efficiency

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A Storage Model with Fine-Grained In-Storage Query Processing for Spatio-Temporal Data

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SOLAR: Scalable Distributed Spatial Joins Through Learning-Based Optimization

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City-Wide Origin-Destination Matrix Generation via Cascaded Graph Denoising Diffusion

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Towards a GPU accelerated spatial computing framework

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Advancements in Geographic Information System

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Distributed Online Video Management System Based on Cloud Computing

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An Effective Spatio-Temporal Query Framework for Massive Trajectory Data in Urban Computing

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A memory computing based method for vector spatial analysis

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Big Spatial Data Systems - A review

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Efficient spark-based framework for big geospatial data query processing and analysis

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Efficient Spatio-Temporal-Data-Oriented Range Query Processing for Air Traffic Flow Statistics

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A Survey on IoT Big Data Analytic Systems: Current and Future

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GeoEkuiper: A Cloud-Cooperated Geospatial Edge Stream Processing Engine for Resource-Constrained IoT Devices With Higher Throughput

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Geospatial Big Data: New Paradigm of Remote Sensing Applications

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Spark-Enabled XDraw Viewshed Analysis

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A Survey of Spatio-Temporal Big Data Indexing Methods in Distributed Environment

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Approximation with Error Bounds in Spark

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A Novel Method for Efficient Approximate Join Queries on Big Hyperlocal Geo Data

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Distributed kNN Query Authentication

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Building a Large-Scale Microscopic Road Network Traffic Simulator in Apache Spark

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An Automated Framework for Explaining Facts Extracted From Mobility Datasets

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Toward Efficient Processing of Spatio-Temporal Workloads in a Distributed In-Memory System

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DICER: Data Intensive Computing Environment and Runtime for Evaluating Unprecedented Scale of Geospatial-Temporal Human Mobility Data

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GeoBenchr: An Application-Centric Benchmarking Suite for Spatiotemporal Database Platforms

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Sensing Interpolation Strategies for a Mobile Crowdsensing Platform

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A Reference Architecture for Data-Driven Intelligent Public Transportation Systems

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A framework for co-location patterns mining in big spatial data

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Efficient Path Query Processing Over Massive Trajectories on the Cloud

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ASTROIDE: A Unified Astronomical Big Data Processing Engine over Spark

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Enabling Fast Exploratory Analyses Over Voluminous Spatiotemporal Data Using Analytical Engines

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Efficient Interactive Global Cellular Signal Strength Visualization

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A Survey on Spatio-Temporal Big Data Analytics Ecosystem: Resource Management, Processing Platform, and Applications

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Learning-Based Distributed Spatio-Temporal k Nearest Neighbors Join

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Framework for Supporting Genomic Operations

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Optimal Binning for Genomics

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