Ahmed Eldawy

Proceedings of the 35th International Conference on Scientific and Statistical Database Management, 2023

Viper: Interactive Exploration of Large Satellite Data✱✱.

[BibT_eX]

[DOI]

Zhuocheng Shang

Proceedings of the 18th International Symposium on Spatial and Temporal Data, 2023

2022

AID*: A Spatial Index for Visual Exploration of Geo-Spatial Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Object Delineation in Satellite Images.

[BibT_eX]

[DOI]

Zhuocheng Shang

CoRR, 2022

Spatial Parquet: A Column File Format for Geospatial Data Lakes [Extended Version].

[BibT_eX]

[DOI]

Majid Saeedan

CoRR, 2022

Bi-directional Log-Structured Merge Tree.

[BibT_eX]

[DOI]

Proceedings of the SSDBM 2022: 34th International Conference on Scientific and Statistical Database Management, Copenhagen, Denmark, July 6, 2022

OSMX: spark-based geospatial data extractor from OpenStreetMap.

[BibT_eX]

[DOI]

Yaming Zhang

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

Spatial parquet: a column file format for geospatial data lakes.

[BibT_eX]

[DOI]

Majid Saeedan

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

How to make your results reproducible with UCR-star and spider.

[BibT_eX]

[DOI]

Tomal Majumder

Proceedings of the 4th ACM SIGSPATIAL International Workshop on APIs and Libraries for Geospatial Data Science, 2022

Spatial embedding: a generic machine learning model for spatial query optimization.

[BibT_eX]

[DOI]

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

Towards a Learned Cost Model for Distributed Spatial Join: Data, Code & Models.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Spatial Data Generators.

[BibT_eX]

[DOI]

Proceedings of the Spatial Gems, Volume 1, 2022

Flexible Computation of Multidimensional Histograms.

[BibT_eX]

[DOI]

Proceedings of the Spatial Gems, Volume 1, 2022

2021

Incremental Partitioning for Efficient Spatial Data Analytics.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Spatial Data Generators.

[BibT_eX]

[DOI]

CoRR, 2021

WildfireDB: An Open-Source Dataset Connecting Wildfire Occurrence with Relevant Determinants.

[BibT_eX]

[DOI]

Mykel J. Kochenderfer

Ross D. Shachter

Abhishek Dubey

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

HQ-Filter: Hierarchy-Aware Filter For Empty-Resulting Queries in Interactive Exploration.

[BibT_eX]

[DOI]

Akil Sevim

Proceedings of the 22nd IEEE International Conference on Mobile Data Management, 2021

Experimental Study of Big Raster and Vector Database Systems.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

A Learned Query Optimizer for Spatial Join.

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

The Raptor Join Operator for Processing Big Raster + Vector Data.

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

A brief introduction to geospatial big data analytics with apache AsterixDB.

[BibT_eX]

[DOI]

Akil Sevim

Mehnaz Tabassum Mahin

Proceedings of the SpatialAPI@SIGSPATIAL 2021: Proceedings of the 3rd ACM SIGSPATIAL International Workshop on APIs and Libraries for Geospatial Data Science, 2021

Beast: Scalable Exploratory Analytics on Spatio-temporal Data.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Using Deep Learning for Big Spatial Data Partitioning.

[BibT_eX]

[DOI]

ACM Trans. Spatial Algorithms Syst., 2020

The 2nd ACM SIGSPATIAL International Workshop on Geospatial Data Access and Processing APIs (SpatialAPI 2020): Seattle, WA, USA - November 3, 2020.

[BibT_eX]

[DOI]

Gobe Hobona

ACM SIGSPATIAL Special, 2020

Skewness-Based Partitioning in SpatialHadoop.

[BibT_eX]

[DOI]

ISPRS Int. J. Geo Inf., 2020

Cost estimation of spatial join in spatialhadoop.

[BibT_eX]

[DOI]

GeoInformatica, 2020

R*-Grove: Balanced Spatial Partitioning for Large-Scale Datasets.

[BibT_eX]

[DOI]

Frontiers Big Data, 2020

Uncertainty Aware Wildfire Management.

[BibT_eX]

[DOI]

Mykel J. Kochenderfer

CoRR, 2020

Raptor Zonal Statistics: Fully Distributed Zonal Statistics of Big Raster + Vector Data [Pre-Print].

[BibT_eX]

[DOI]

CoRR, 2020

DeepSampling: Selectivity Estimation with Predicted Error and Response Time.

[BibT_eX]

[DOI]

CoRR, 2020

Evaluating computational geometry libraries for big spatial data exploration.

[BibT_eX]

[DOI]

Yaming Zhang

Proceedings of the Sixth International ACM SIGMOD Workshop on Managing and Mining Enriched Geo-Spatial Data, 2020

SpiderWeb: A Spatial Data Generator on the Web.

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

A Demonstration of Interactive Exploration of Big Geospatial Data on UCR-Star.

[BibT_eX]

[DOI]

Akil Sevim

Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

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

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Visualization.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Big Data Technologies., 2019

Scalable computational geometry in MapReduce.

[BibT_eX]

[DOI]

VLDB J., 2019

UCR-STAR: the UCR spatio-temporal active repository.

[BibT_eX]

[DOI]

Mehrad Amin Eskandari

ACM SIGSPATIAL Special, 2019

The 1st ACM SIGSPATIAL International Workshop on Geospatial Data Access and Processing APIs (SpatialAPI 2019): Chicago, IL, USA - November 5, 2019.

[BibT_eX]

[DOI]

ACM SIGSPATIAL Special, 2019

Raptor: Large Scale Analysis of Big Raster and Vector Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

Comparing Synopsis Techniques for Approximate Spatial Data Analysis.

[BibT_eX]

[DOI]

A. B. Siddique

Vagelis Hristidis

Proc. VLDB Endow., 2019

AID: An Adaptive Image Data Index for Interactive Multilevel Visualization.

[BibT_eX]

[DOI]

Shipra Jais

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Euler++: Improved Selectivity Estimation for Rectangular Spatial Records.

[BibT_eX]

[DOI]

A. B. Siddique

Vagelis Hristidis

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

LandQ<i><sup>v2</sup></i>: A MapReduce-Based System for Processing Arable Land Quality Big Data.

[BibT_eX]

[DOI]

ISPRS Int. J. Geo Inf., 2018

R-Grove: growing a family of R-trees in the big-data forest.

[BibT_eX]

[DOI]

Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Distributed zonal statistics of big raster and vector data.

[BibT_eX]

[DOI]

Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Detecting skewness of big spatial data in SpatialHadoop.

[BibT_eX]

[DOI]

Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Experimental Evaluation of Sketching Techniques for Big Spatial Data.

[BibT_eX]

[DOI]

A. B. Siddique

Proceedings of the ACM Symposium on Cloud Computing, 2018

2017

Spatial Join with Hadoop.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of GIS., 2017

The Era of Big Spatial Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2017

Spatial coding-based approach for partitioning big spatial data in Hadoop.

[BibT_eX]

[DOI]

Comput. Geosci., 2017

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

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2017

Experimental evaluation of selectivity estimation on big spatial data.

[BibT_eX]

[DOI]

Harry Chasparis

Proceedings of the Fourth International ACM Workshop on Managing and Mining Enriched Geo-Spatial Data, 2017

Large Scale Analytics of Vector+Raster Big Spatial Data.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

2016

Quill: Efficient, Transferable, and Rich Analytics at Scale.

[BibT_eX]

[DOI]

Badrish Chandramouli

Raul Castro Fernandez

Jonathan Goldstein

Abdul Quamar

Proc. VLDB Endow., 2016

The Era of Big Spatial Data: A Survey.

[BibT_eX]

[DOI]

Found. Trends Databases, 2016

Parallel Algorithms for Summing Floating-Point Numbers.

[BibT_eX]

[DOI]

Michael T. Goodrich

Proceedings of the 28th ACM Symposium on Parallelism in Algorithms and Architectures, 2016

HadoopViz: A MapReduce framework for extensible visualization of big spatial data.

[BibT_eX]

[DOI]

Christopher Jonathan

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

2015

A Demonstration of HadoopViz: An Extensible MapReduce System for Visualizing Big Spatial Data.

[BibT_eX]

[DOI]

Christopher Jonathan

Proc. VLDB Endow., 2015

Spatial Partitioning Techniques in Spatial Hadoop.

[BibT_eX]

[DOI]

Louai Alarabi

Proc. VLDB Endow., 2015

The Era of Big Spatial Data: Challenges and Opportunities.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Mobile Data Management, 2015

SHAHED: A MapReduce-based system for querying and visualizing spatio-temporal satellite data.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

SpatialHadoop: A MapReduce framework for spatial data.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

A demonstration of Shahed: A MapReduce-based system for querying and visualizing satellite data.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Sphinx: distributed execution of interactive SQL queries on big spatial data.

[BibT_eX]

[DOI]

Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

Future connected vehicles: challenges and opportunities for spatio-temporal computing.

[BibT_eX]

[DOI]

Reem Y. Ali

Venkata M. V. Gunturi

Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

2014

LARS*: An Efficient and Scalable Location-Aware Recommender System.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

The ecosystem of SpatialHadoop.

[BibT_eX]

[DOI]

ACM SIGSPATIAL Special, 2014

Trekking Through Siberia: Managing Cold Data in a Memory-Optimized Database.

[BibT_eX]

[DOI]

Justin J. Levandoski

Per-Åke Larson

Proc. VLDB Endow., 2014

SpatialHadoop: towards flexible and scalable spatial processing using mapreduce.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

TAREEG: a MapReduce-based web service for extracting spatial data from OpenStreetMap.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

A demonstration of MNTG - A web-based road network traffic generator.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Pigeon: A spatial MapReduce language.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

TAREEG: a MapReduce-based system for extracting spatial data from OpenStreetMap.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

2013

Flexible and extensible preference evaluation in database systems.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2013

A Demonstration of SpatialHadoop: An Efficient MapReduce Framework for Spatial Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

MNTG: An Extensible Web-Based Traffic Generator.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2013

NADEEF: a commodity data cleaning system.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

PLUTUS: Leveraging Location-Based Social Networks to Recommend Potential Customers to Venues.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013

CG_Hadoop: computational geometry in MapReduce.

[BibT_eX]

[DOI]

Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013

2012

Sindbad: a location-based social networking system.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

LARS: A Location-Aware Recommender System.

[BibT_eX]

[DOI]

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Clustering Streaming Graphs.

[BibT_eX]

[DOI]

Rohit Khandekar

Kun-Lung Wu

Proceedings of the 2012 IEEE 32nd International Conference on Distributed Computing Systems, 2012

The anatomy of Sindbad: a location-aware social networking system.

[BibT_eX]

[DOI]

Proceedings of the 5th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, 2012

2011

RecBench: Benchmarks for Evaluating Performance of Recommender System Architectures.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

StreamRec: a real-time recommender system.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

2010

Secure Localization in Wireless Sensor Networks: A Survey

[BibT_eX]

[DOI]

Waleed Ammar