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ORCIDAhmed Eldawy
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- affiliation: University of California Riverside, USA
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2020 – today
- 2024
[j30]Tin Vu
, Alberto Belussi, Sara Migliorini, Ahmed Eldawy:
A learning-based framework for spatial join processing: estimation, optimization and tuning. VLDB J. 33(4): 1155-1177 (2024)- [c54]Akil Sevim, Ahmed Eldawy, E. Preston Carman, Michael J. Carey, Vassilis J. Tsotras:
FUDJ: Flexible User-Defined Distributed Joins. ICDE 2024: 4194-4207 - 2023
- [j29]Raymond Chi-Wing Wong, Ahmed Eldawy:
Guest Editorial: Special issue on spatial and temporal database management. GeoInformatica 27(3): 373-374 (2023) - [j28]Majid Saeedan, Ahmed Eldawy, Zhijia Zhao:
dsJSON: A Distributed SQL JSON Processor. Proc. ACM Manag. Data 1(1): 103:1-103:25 (2023) - [j27]Pritom Ahmed, Ahmed Eldawy, Vagelis Hristidis, Vassilis J. Tsotras:
Reverse spatial top-k keyword queries. VLDB J. 32(3): 501-524 (2023) - [c53]Zhuocheng Shang, Ahmed Eldawy:
Viper: Interactive Exploration of Large Satellite Data✱✱. SSTD 2023: 141-150 - [c52]Xin Zhang, Ahmed Eldawy:
Less is More: How Fewer Results Improve Progressive Join Query Processing. SSDBM 2023: 16:1-16:12 - [i10]Rutuja Gurav, Het Patel, Zhuocheng Shang, Ahmed Eldawy, Jia Chen, Elia Scudiero, Evangelos E. Papalexakis:
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 abs/2311.15138 (2023) - 2022
- [j26]Saheli Ghosh, Ahmed Eldawy:
AID*: A Spatial Index for Visual Exploration of Geo-Spatial Data. IEEE Trans. Knowl. Data Eng. 34(8): 3569-3582 (2022) - [c51]Tin Vu, Alberto Belussi, Sara Migliorini, Ahmed Eldawy:
Towards a Learned Cost Model for Distributed Spatial Join: Data, Code & Models. CIKM 2022: 4550-4554 - [c50]Tomal Majumder, Ahmed Eldawy:
How to make your results reproducible with UCR-star and spider. SpatialAPI@SIGSPATIAL 2022: 1-2 - [c49]Samriddhi Singla, Yaming Zhang, Ahmed Eldawy:
OSMX: spark-based geospatial data extractor from OpenStreetMap. SIGSPATIAL/GIS 2022: 20:1-20:4 - [c48]Alberto Belussi, Sara Migliorini, Ahmed Eldawy:
Spatial embedding: a generic machine learning model for spatial query optimization. SIGSPATIAL/GIS 2022: 26:1-26:4 - [c47]Majid Saeedan, Ahmed Eldawy:
Spatial parquet: a column file format for geospatial data lakes. SIGSPATIAL/GIS 2022: 102:1-102:4 - [c46]Xin Zhang, Qizhong Mao, Ahmed Eldawy, Vagelis Hristidis, Yihan Sun:
Bi-directional Log-Structured Merge Tree. SSDBM 2022: 19:1-19:4 - [p2]Tin Vu, Sara Migliorini, Ahmed Eldawy, Alberto Belussi:
Spatial Data Generators. Spatial Gems (1) (1) 2022: 13-24 - [p1]Samriddhi Singla, Ahmed Eldawy:
Flexible Computation of Multidimensional Histograms. Spatial Gems (1) (1) 2022: 119-130 - [i9]Majid Saeedan, Ahmed Eldawy:
Spatial Parquet: A Column File Format for Geospatial Data Lakes [Extended Version]. CoRR abs/2209.02158 (2022) - [i8]Zhuocheng Shang, Ahmed Eldawy:
Object Delineation in Satellite Images. CoRR abs/2212.07020 (2022) - 2021
- [j25]Tin Vu, Ahmed Eldawy, Vagelis Hristidis, Vassilis J. Tsotras:
Incremental Partitioning for Efficient Spatial Data Analytics. Proc. VLDB Endow. 15(3): 713-726 (2021) - [c45]Ahmed Eldawy, Vagelis Hristidis, Saheli Ghosh, Majid Saeedan, Akil Sevim, A. B. Siddique, Samriddhi Singla, Ganesh Sivaram, Tin Vu, Yaming Zhang:
Beast: Scalable Exploratory Analytics on Spatio-temporal Data. CIKM 2021: 3796-3807 - [c44]Akil Sevim, Mehnaz Tabassum Mahin, Tin Vu, Ian Maxon, Ahmed Eldawy, Michael J. Carey, Vassilis J. Tsotras:
A brief introduction to geospatial big data analytics with apache AsterixDB. SpatialAPI@SIGSPATIAL 2021: 4:1-4:2 - [c43]Samriddhi Singla, Ahmed Eldawy, Tina Diao, Ayan Mukhopadhyay, Elia Scudiero:
The Raptor Join Operator for Processing Big Raster + Vector Data. SIGSPATIAL/GIS 2021: 324-335 - [c42]Tin Vu, Alberto Belussi, Sara Migliorini, Ahmed Eldawy:
A Learned Query Optimizer for Spatial Join. SIGSPATIAL/GIS 2021: 458-467 - [c41]Samriddhi Singla, Ahmed Eldawy, Tina Diao, Ayan Mukhopadhyay, Elia Scudiero:
Experimental Study of Big Raster and Vector Database Systems. ICDE 2021: 2243-2248 - [c40]Akil Sevim, Ahmed Eldawy:
HQ-Filter: Hierarchy-Aware Filter For Empty-Resulting Queries in Interactive Exploration. MDM 2021: 49-58 - [c39]Samriddhi Singla, Ayan Mukhopadhyay, Michael Wilbur, Tina Diao, Vinayak Gajjewar, Ahmed Eldawy, Mykel J. Kochenderfer, Ross D. Shachter, Abhishek Dubey:
WildfireDB: An Open-Source Dataset Connecting Wildfire Occurrence with Relevant Determinants. NeurIPS Datasets and Benchmarks 2021 - [e3]Erik Hoel, Dev Oliver, Raymond Chi-Wing Wong, Ahmed Eldawy:
Proceedings of the 17th International Symposium on Spatial and Temporal Databases, SSTD 2021, Virtual Event, USA, August 23-25, 2021. ACM 2021, ISBN 978-1-4503-8425-4 [contents] - [i7]Tin Vu, Sara Migliorini, Ahmed Eldawy, Alberto Belussi:
Spatial Data Generators. CoRR abs/2107.08297 (2021) - 2020
- [j24]Tin Vu, Ahmed Eldawy:
R*-Grove: Balanced Spatial Partitioning for Large-Scale Datasets. Frontiers Big Data 3: 28 (2020) - [j23]Alberto Belussi, Sara Migliorini, Ahmed Eldawy:
Cost estimation of spatial join in spatialhadoop. GeoInformatica 24(4): 1021-1059 (2020) - [j22]Alberto Belussi, Sara Migliorini, Ahmed Eldawy:
Skewness-Based Partitioning in SpatialHadoop. ISPRS Int. J. Geo Inf. 9(4): 201 (2020) - [j21]Ahmed Eldawy, Gobe Hobona:
The 2nd ACM SIGSPATIAL International Workshop on Geospatial Data Access and Processing APIs (SpatialAPI 2020): Seattle, WA, USA - November 3, 2020. ACM SIGSPATIAL Special 12(3): 20-22 (2020) - [j20]Tin Vu, Alberto Belussi, Sara Migliorini, Ahmed Eldawy:
Using Deep Learning for Big Spatial Data Partitioning. ACM Trans. Spatial Algorithms Syst. 7(1): 3:1-3:37 (2020) - [c38]Tina Diao, Samriddhi Singla, Ayan Mukhopadhyay, Ahmed Eldawy, Ross D. Shachter, Mykel J. Kochenderfer:
Uncertainty Aware Wildfire Management. AI4SG@AAAI Fall Symposium 2020 - [c37]Samriddhi Singla, Ahmed Eldawy:
Raptor Zonal Statistics: Fully Distributed Zonal Statistics of Big Raster + Vector Data. IEEE BigData 2020: 571-580 - [c36]Saheli Ghosh, Akil Sevim, Ahmed Eldawy:
A Demonstration of Interactive Exploration of Big Geospatial Data on UCR-Star. SIGSPATIAL/GIS 2020: 151-154 - [c35]Puloma Katiyar, Tin Vu, Ahmed Eldawy, Sara Migliorini, Alberto Belussi:
SpiderWeb: A Spatial Data Generator on the Web. SIGSPATIAL/GIS 2020: 465-468 - [c34]Yaming Zhang, Ahmed Eldawy:
Evaluating computational geometry libraries for big spatial data exploration. GeoRich@SIGMOD 2020: 3:1-3:6 - [i6]Tin Vu, Ahmed Eldawy:
R*-Grove: Balanced Spatial Partitioning for Large-scale Datasets. CoRR abs/2007.11651 (2020) - [i5]Tin Vu, Ahmed Eldawy:
DeepSampling: Selectivity Estimation with Predicted Error and Response Time. CoRR abs/2008.06831 (2020) - [i4]Samriddhi Singla, Ahmed Eldawy:
Raptor Zonal Statistics: Fully Distributed Zonal Statistics of Big Raster + Vector Data [Pre-Print]. CoRR abs/2010.06641 (2020) - [i3]Tina Diao, Samriddhi Singla, Ayan Mukhopadhyay, Ahmed Eldawy, Ross D. Shachter, Mykel J. Kochenderfer:
Uncertainty Aware Wildfire Management. CoRR abs/2010.07915 (2020)
2010 – 2019
- 2019
- [j19]A. B. Siddique, Ahmed Eldawy, Vagelis Hristidis:
Comparing Synopsis Techniques for Approximate Spatial Data Analysis. Proc. VLDB Endow. 12(11): 1583-1596 (2019) - [j18]Samriddhi Singla, Ahmed Eldawy, Rami Alghamdi, Mohamed F. Mokbel:
Raptor: Large Scale Analysis of Big Raster and Vector Data. Proc. VLDB Endow. 12(12): 1950-1953 (2019) - [j17]Saheli Ghosh, Tin Vu, Mehrad Amin Eskandari, Ahmed Eldawy:
UCR-STAR: the UCR spatio-temporal active repository. ACM SIGSPATIAL Special 11(2): 34-40 (2019) - [j16]Ahmed Eldawy:
The 1st ACM SIGSPATIAL International Workshop on Geospatial Data Access and Processing APIs (SpatialAPI 2019): Chicago, IL, USA - November 5, 2019. ACM SIGSPATIAL Special 11(3): 14 (2019) - [j15]Yuan Li, Ahmed Eldawy, Jie Xue, Nadezda Knorozova, Mohamed F. Mokbel, Ravi Janardan:
Scalable computational geometry in MapReduce. VLDB J. 28(4): 523-548 (2019) - [c33]A. B. Siddique, Ahmed Eldawy, Vagelis Hristidis:
Euler++: Improved Selectivity Estimation for Rectangular Spatial Records. IEEE BigData 2019: 4129-4133 - [c32]Saheli Ghosh, Ahmed Eldawy, Shipra Jais:
AID: An Adaptive Image Data Index for Interactive Multilevel Visualization. ICDE 2019: 1594-1597 - [e2]Ahmed Eldawy:
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Geospatial Data Access and Processing APIs, SpatialAPI@SIGSPATIAL 2019, Chicago, IL, USA, November 5, 2019. ACM 2019, ISBN 978-1-4503-6953-4 [contents] - [r2]Ahmed Eldawy:
Visualization. Encyclopedia of Big Data Technologies 2019 - 2018
- [j14]Xiaochuang Yao, Mohamed F. Mokbel, Sijing Ye, Guoqing Li, Louai Alarabi, Ahmed Eldawy, Zuliang Zhao, Long Zhao, Dehai Zhu:
LandQv2: A MapReduce-Based System for Processing Arable Land Quality Big Data. ISPRS Int. J. Geo Inf. 7(7): 271 (2018) - [c31]A. B. Siddique, Ahmed Eldawy:
Experimental Evaluation of Sketching Techniques for Big Spatial Data. SoCC 2018: 522 - [c30]Alberto Belussi, Sara Migliorini, Ahmed Eldawy:
Detecting skewness of big spatial data in SpatialHadoop. SIGSPATIAL/GIS 2018: 432-435 - [c29]Tin Vu, Ahmed Eldawy:
R-Grove: growing a family of R-trees in the big-data forest. SIGSPATIAL/GIS 2018: 532-535 - [c28]Samriddhi Singla, Ahmed Eldawy:
Distributed zonal statistics of big raster and vector data. SIGSPATIAL/GIS 2018: 536-539 - 2017
- [j13]Xiaochuang Yao, Mohamed F. Mokbel, Louai Alarabi, Ahmed Eldawy, Jianyu Yang, Wenju Yun, Lin Li, Sijing Ye, Dehai Zhu:
Spatial coding-based approach for partitioning big spatial data in Hadoop. Comput. Geosci. 106: 60-67 (2017) - [j12]Ahmed Eldawy, Mohamed F. Mokbel:
The Era of Big Spatial Data. Proc. VLDB Endow. 10(12): 1992-1995 (2017) - [c27]Ahmed Eldawy, Lyuye Niu, David Haynes, Zhiba Su:
Large Scale Analytics of Vector+Raster Big Spatial Data. SIGSPATIAL/GIS 2017: 62:1-62:4 - [c26]Harry Chasparis, Ahmed Eldawy:
Experimental evaluation of selectivity estimation on big spatial data. GeoRich@SIGMOD 2017: 8:1-8:6 - [c25]Ahmed Eldawy, Ibrahim Sabek, Mostafa Elganainy, Ammar Bakeer, Ahmed Abdelmotaleb, Mohamed F. Mokbel:
Sphinx: Empowering Impala for Efficient Execution of SQL Queries on Big Spatial Data. SSTD 2017: 65-83 - [r1]Ahmed Eldawy, Mohamed F. Mokbel:
Spatial Join with Hadoop. Encyclopedia of GIS 2017: 2032-2036 - 2016
- [j11]Ahmed Eldawy, Mohamed F. Mokbel:
The Era of Big Spatial Data: A Survey. Found. Trends Databases 6(3-4): 163-273 (2016) - [j10]Badrish Chandramouli, Raul Castro Fernandez, Jonathan Goldstein, Ahmed Eldawy, Abdul Quamar:
Quill: Efficient, Transferable, and Rich Analytics at Scale. Proc. VLDB Endow. 9(14): 1623-1634 (2016) - [c24]Ahmed Eldawy, Mohamed F. Mokbel, Christopher Jonathan:
HadoopViz: A MapReduce framework for extensible visualization of big spatial data. ICDE 2016: 601-612 - [c23]Ahmed Eldawy, Mohamed F. Mokbel:
The era of Big Spatial Data. ICDE 2016: 1424-1427 - [c22]Michael T. Goodrich, Ahmed Eldawy:
Parallel Algorithms for Summing Floating-Point Numbers. SPAA 2016: 13-22 - [e1]Erik G. Hoel, Ahmed Eldawy:
Proceedings of the 3rd ACM SIGSPATIAL PhD Symposium, SIGSPATIAL PhD 2016, Burlingame, California, USA, October 31, 2016. ACM 2016, ISBN 978-1-4503-4584-2 [contents] - [i2]Michael T. Goodrich, Ahmed Eldawy:
Parallel Algorithms for Summing Floating-Point Numbers. CoRR abs/1605.05436 (2016) - 2015
- [j9]Ahmed Eldawy, Mohamed F. Mokbel:
The Era of Big Spatial Data: A Survey. Inf. Media Technol. 10(2): 305-316 (2015) - [j8]Ahmed Eldawy, Louai Alarabi, Mohamed F. Mokbel:
Spatial Partitioning Techniques in Spatial Hadoop. Proc. VLDB Endow. 8(12): 1602-1605 (2015) - [j7]Ahmed Eldawy, Mohamed F. Mokbel, Christopher Jonathan:
A Demonstration of HadoopViz: An Extensible MapReduce System for Visualizing Big Spatial Data. Proc. VLDB Endow. 8(12): 1896-1899 (2015) - [c21]Reem Y. Ali, Venkata M. V. Gunturi, Shashi Shekhar, Ahmed Eldawy, Mohamed F. Mokbel, Andrew J. Kotz, William F. Northrop:
Future connected vehicles: challenges and opportunities for spatio-temporal computing. SIGSPATIAL/GIS 2015: 14:1-14:4 - [c20]Ahmed Eldawy, Mostafa Elganainy, Ammar Bakeer, Ahmed Abdelmotaleb, Mohamed F. Mokbel:
Sphinx: distributed execution of interactive SQL queries on big spatial data. SIGSPATIAL/GIS 2015: 78:1-78:4 - [c19]Ahmed Eldawy, Mohamed F. Mokbel:
The era of big spatial data. ICDE Workshops 2015: 42-49 - [c18]Ahmed Eldawy, Mohamed F. Mokbel:
SpatialHadoop: A MapReduce framework for spatial data. ICDE 2015: 1352-1363 - [c17]Ahmed Eldawy, Saif Al-Harthi, Abdulhadi Alzaidy, Anas Daghistani, Sohaib Ghani, Saleh M. Basalamah, Mohamed F. Mokbel:
A demonstration of Shahed: A MapReduce-based system for querying and visualizing satellite data. ICDE 2015: 1444-1447 - [c16]Ahmed Eldawy, Mohamed F. Mokbel, Saif Al-Harthi, Abdulhadi Alzaidy, Kareem Tarek, Sohaib Ghani:
SHAHED: A MapReduce-based system for querying and visualizing spatio-temporal satellite data. ICDE 2015: 1585-1596 - [c15]Ahmed Eldawy, Mohamed F. Mokbel:
The Era of Big Spatial Data: Challenges and Opportunities. MDM (2) 2015: 7-10 - 2014
- [j6]Ahmed Eldawy, Justin J. Levandoski, Per-Åke Larson:
Trekking Through Siberia: Managing Cold Data in a Memory-Optimized Database. Proc. VLDB Endow. 7(11): 931-942 (2014) - [j5]Ahmed Eldawy, Mohamed F. Mokbel:
The ecosystem of SpatialHadoop. ACM SIGSPATIAL Special 6(3): 3-10 (2014) - [j4]Mohamed Sarwat, Justin J. Levandoski, Ahmed Eldawy, Mohamed F. Mokbel:
LARS*: An Efficient and Scalable Location-Aware Recommender System. IEEE Trans. Knowl. Data Eng. 26(6): 1384-1399 (2014) - [c14]Louai Alarabi, Ahmed Eldawy, Rami Alghamdi, Mohamed F. Mokbel:
TAREEG: a MapReduce-based system for extracting spatial data from OpenStreetMap. SIGSPATIAL/GIS 2014: 83-92 - [c13]Ahmed Eldawy, Mohamed F. Mokbel:
Pigeon: A spatial MapReduce language. ICDE 2014: 1242-1245 - [c12]Mohamed F. Mokbel, Louai Alarabi, Jie Bao, Ahmed Eldawy, Amr Magdy, Mohamed Sarwat, Ethan Waytas, Steven Yackel:
A demonstration of MNTG - A web-based road network traffic generator. ICDE 2014: 1246-1249 - [c11]Ahmed Eldawy:
SpatialHadoop: towards flexible and scalable spatial processing using mapreduce. SIGMOD PhD Symposium 2014: 46-50 - [c10]Louai Alarabi, Ahmed Eldawy, Rami Alghamdi, Mohamed F. Mokbel:
TAREEG: a MapReduce-based web service for extracting spatial data from OpenStreetMap. SIGMOD Conference 2014: 897-900 - 2013
- [j3]Ahmed Eldawy, Mohamed F. Mokbel:
A Demonstration of SpatialHadoop: An Efficient MapReduce Framework for Spatial Data. Proc. VLDB Endow. 6(12): 1230-1233 (2013) - [j2]Justin J. Levandoski, Ahmed Eldawy, Mohamed F. Mokbel, Mohamed E. Khalefa:
Flexible and extensible preference evaluation in database systems. ACM Trans. Database Syst. 38(3): 17 (2013) - [c9]Ahmed Eldawy, Yuan Li, Mohamed F. Mokbel, Ravi Janardan:
CG_Hadoop: computational geometry in MapReduce. SIGSPATIAL/GIS 2013: 284-293 - [c8]Mohamed Sarwat, Ahmed Eldawy, Mohamed F. Mokbel, John Riedl:
PLUTUS: Leveraging Location-Based Social Networks to Recommend Potential Customers to Venues. MDM (1) 2013: 26-35 - [c7]Michele Dallachiesa, Amr Ebaid, Ahmed Eldawy, Ahmed K. Elmagarmid, Ihab F. Ilyas, Mourad Ouzzani, Nan Tang:
NADEEF: a commodity data cleaning system. SIGMOD Conference 2013: 541-552 - [c6]Mohamed F. Mokbel, Louai Alarabi, Jie Bao, Ahmed Eldawy, Amr Magdy, Mohamed Sarwat, Ethan Waytas, Steven Yackel:
MNTG: An Extensible Web-Based Traffic Generator. SSTD 2013: 38-55 - 2012
- [c5]Mohamed Sarwat, Jie Bao, Ahmed Eldawy, Justin J. Levandoski, Amr Magdy, Mohamed F. Mokbel:
The anatomy of Sindbad: a location-aware social networking system. LBSN@GIS 2012: 1-4 - [c4]Ahmed Eldawy, Rohit Khandekar, Kun-Lung Wu:
Clustering Streaming Graphs. ICDCS 2012: 466-475 - [c3]Justin J. Levandoski, Mohamed Sarwat, Ahmed Eldawy, Mohamed F. Mokbel:
LARS: A Location-Aware Recommender System. ICDE 2012: 450-461 - [c2]Mohamed Sarwat, Jie Bao, Ahmed Eldawy, Justin J. Levandoski, Amr Magdy, Mohamed F. Mokbel:
Sindbad: a location-based social networking system. SIGMOD Conference 2012: 649-652 - 2011
- [j1]Justin J. Levandoski, Michael D. Ekstrand, Michael Ludwig, Ahmed Eldawy, Mohamed F. Mokbel, John Riedl:
RecBench: Benchmarks for Evaluating Performance of Recommender System Architectures. Proc. VLDB Endow. 4(11): 911-920 (2011) - [c1]Badrish Chandramouli, Justin J. Levandoski, Ahmed Eldawy, Mohamed F. Mokbel:
StreamRec: a real-time recommender system. SIGMOD Conference 2011: 1243-1246 - 2010
- [i1]Waleed Ammar, Ahmed Eldawy, Moustafa Youssef:
Secure Localization in Wireless Sensor Networks: A Survey. CoRR abs/1004.3164 (2010)
Coauthor Index
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