Ahmed Eldawy

Orcid: 0000-0002-6584-1455

Affiliations:
  • University of California Riverside, USA


According to our database1, Ahmed Eldawy authored at least 94 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
QPJVis Demo: Quality-boost Progressive Join Query Processing System.
Proc. VLDB Endow., August, 2024

Spatial Query Optimization With Learning.
Proc. VLDB Endow., August, 2024

A learning-based framework for spatial join processing: estimation, optimization and tuning.
VLDB J., July, 2024

FUDJ: Flexible User-Defined Distributed Joins.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023
Guest Editorial: Special issue on spatial and temporal database management.
GeoInformatica, July, 2023

Reverse spatial top-k keyword queries.
VLDB J., May, 2023

dsJSON: A Distributed SQL JSON Processor.
Proc. ACM Manag. Data, 2023

Can SAM recognize crops? Quantifying the zero-shot performance of a semantic segmentation foundation model on generating crop-type maps using satellite imagery for precision agriculture.
CoRR, 2023

Less is More: How Fewer Results Improve Progressive Join Query Processing.
Proceedings of the 35th International Conference on Scientific and Statistical Database Management, 2023

Viper: Interactive Exploration of Large Satellite Data✱✱.
Proceedings of the 18th International Symposium on Spatial and Temporal Data, 2023

2022
AID*: A Spatial Index for Visual Exploration of Geo-Spatial Data.
IEEE Trans. Knowl. Data Eng., 2022

Object Delineation in Satellite Images.
CoRR, 2022

Spatial Parquet: A Column File Format for Geospatial Data Lakes [Extended Version].
CoRR, 2022

Bi-directional Log-Structured Merge Tree.
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.
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

Spatial parquet: a column file format for geospatial data lakes.
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

How to make your results reproducible with UCR-star and spider.
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.
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.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Spatial Data Generators.
Proceedings of the Spatial Gems, Volume 1, 2022

Flexible Computation of Multidimensional Histograms.
Proceedings of the Spatial Gems, Volume 1, 2022

2021
Incremental Partitioning for Efficient Spatial Data Analytics.
Proc. VLDB Endow., 2021

Spatial Data Generators.
CoRR, 2021

WildfireDB: An Open-Source Dataset Connecting Wildfire Occurrence with Relevant Determinants.
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.
Proceedings of the 22nd IEEE International Conference on Mobile Data Management, 2021

Experimental Study of Big Raster and Vector Database Systems.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

A Learned Query Optimizer for Spatial Join.
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.
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.
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.
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.
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.
ACM SIGSPATIAL Special, 2020

Skewness-Based Partitioning in SpatialHadoop.
ISPRS Int. J. Geo Inf., 2020

Cost estimation of spatial join in spatialhadoop.
GeoInformatica, 2020

R*-Grove: Balanced Spatial Partitioning for Large-Scale Datasets.
Frontiers Big Data, 2020

Raptor Zonal Statistics: Fully Distributed Zonal Statistics of Big Raster + Vector Data [Pre-Print].
CoRR, 2020

DeepSampling: Selectivity Estimation with Predicted Error and Response Time.
CoRR, 2020

Evaluating computational geometry libraries for big spatial data exploration.
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.
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.
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.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Uncertainty Aware Wildfire Management.
Proceedings of the AAAI Fall Symposium on AI for Social Good, 2020

2019
Visualization.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

Scalable computational geometry in MapReduce.
VLDB J., 2019

UCR-STAR: the UCR spatio-temporal active repository.
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.
ACM SIGSPATIAL Special, 2019

Raptor: Large Scale Analysis of Big Raster and Vector Data.
Proc. VLDB Endow., 2019

Comparing Synopsis Techniques for Approximate Spatial Data Analysis.
Proc. VLDB Endow., 2019

AID: An Adaptive Image Data Index for Interactive Multilevel Visualization.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Euler++: Improved Selectivity Estimation for Rectangular Spatial Records.
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.
ISPRS Int. J. Geo Inf., 2018

R-Grove: growing a family of R-trees in the big-data forest.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Distributed zonal statistics of big raster and vector data.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Detecting skewness of big spatial data in SpatialHadoop.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Experimental Evaluation of Sketching Techniques for Big Spatial Data.
Proceedings of the ACM Symposium on Cloud Computing, 2018

2017
Spatial Join with Hadoop.
Proceedings of the Encyclopedia of GIS., 2017

The Era of Big Spatial Data.
Proc. VLDB Endow., 2017

Spatial coding-based approach for partitioning big spatial data in Hadoop.
Comput. Geosci., 2017

Sphinx: Empowering Impala for Efficient Execution of SQL Queries on Big Spatial Data.
Proceedings of the Advances in Spatial and Temporal Databases, 2017

Experimental evaluation of selectivity estimation on big spatial data.
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.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

2016
Quill: Efficient, Transferable, and Rich Analytics at Scale.
Proc. VLDB Endow., 2016

The Era of Big Spatial Data: A Survey.
Found. Trends Databases, 2016

Parallel Algorithms for Summing Floating-Point Numbers.
Proceedings of the 28th ACM Symposium on Parallelism in Algorithms and Architectures, 2016

HadoopViz: A MapReduce framework for extensible visualization of big spatial data.
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.
Proc. VLDB Endow., 2015

Spatial Partitioning Techniques in Spatial Hadoop.
Proc. VLDB Endow., 2015

The Era of Big Spatial Data: Challenges and Opportunities.
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.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

SpatialHadoop: A MapReduce framework for spatial data.
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.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Sphinx: distributed execution of interactive SQL queries on big spatial data.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

Future connected vehicles: challenges and opportunities for spatio-temporal computing.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

2014
LARS*: An Efficient and Scalable Location-Aware Recommender System.
IEEE Trans. Knowl. Data Eng., 2014

The ecosystem of SpatialHadoop.
ACM SIGSPATIAL Special, 2014

Trekking Through Siberia: Managing Cold Data in a Memory-Optimized Database.
Proc. VLDB Endow., 2014

SpatialHadoop: towards flexible and scalable spatial processing using mapreduce.
Proceedings of the International Conference on Management of Data, 2014

TAREEG: a MapReduce-based web service for extracting spatial data from OpenStreetMap.
Proceedings of the International Conference on Management of Data, 2014

A demonstration of MNTG - A web-based road network traffic generator.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Pigeon: A spatial MapReduce language.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

TAREEG: a MapReduce-based system for extracting spatial data from OpenStreetMap.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

2013
Flexible and extensible preference evaluation in database systems.
ACM Trans. Database Syst., 2013

A Demonstration of SpatialHadoop: An Efficient MapReduce Framework for Spatial Data.
Proc. VLDB Endow., 2013

MNTG: An Extensible Web-Based Traffic Generator.
Proceedings of the Advances in Spatial and Temporal Databases, 2013

NADEEF: a commodity data cleaning system.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

PLUTUS: Leveraging Location-Based Social Networks to Recommend Potential Customers to Venues.
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.
Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013

2012
Sindbad: a location-based social networking system.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

LARS: A Location-Aware Recommender System.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Clustering Streaming Graphs.
Proceedings of the 2012 IEEE 32nd International Conference on Distributed Computing Systems, 2012

The anatomy of Sindbad: a location-aware social networking system.
Proceedings of the 5th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, 2012

2011
RecBench: Benchmarks for Evaluating Performance of Recommender System Architectures.
Proc. VLDB Endow., 2011

StreamRec: a real-time recommender system.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

2010
Secure Localization in Wireless Sensor Networks: A Survey
CoRR, 2010


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