Mohamed Sarwat

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 48

Top Topics

Indexing Scheme

Top Venues

ACM SIGSPATIAL Special

Publications

Kanchan Chowdhury, Mohamed Sarwat
Deep Learning with Spatiotemporal Data: A Deep Dive into GeotorchAI. ICDE (2024)
Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Seok Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Cyrus Shahabi, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi
Mobility Data Science: Perspectives and Challenges. ACM Trans. Spatial Algorithms Syst. 10 (2) (2024)
Kanchan Chowdhury, Mohamed Sarwat
A Demonstration of GeoTorchAI: A Spatiotemporal Deep Learning Framework. SIGMOD Conference Companion (2023)
Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi
Towards Mobility Data Science (Vision Paper). CoRR (2023)
Matthias Renz, Mohamed Sarwat, Mario A. Nascimento, Shashi Shekhar, Xing Xie
Conference Report: The 30th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2022) Seattle, Washington, USA November 1-4, 2022. ACM SIGSPATIAL Special 14 (1) (2022)
Kanchan Chowdhury, Venkata Vamsikrishna Meduri, Mohamed Sarwat
A Machine Learning-Aware Data Re-partitioning Framework for Spatial Datasets. ICDE (2022)
Kanchan Chowdhury, Mohamed Sarwat
GeoTorch: a spatiotemporal deep learning framework. SIGSPATIAL/GIS (2022)
Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi
Mobility Data Science (Dagstuhl Seminar 22021). Dagstuhl Reports 12 (1) (2022)
Yuhan Sun, Mohamed Sarwat
Riso-Tree: An Efficient and Scalable Index for Spatial Entities in Graph Database Management Systems. ACM Trans. Spatial Algorithms Syst. 7 (3) (2021)
Jia Yu, Mohamed Sarwat
GeoSparkViz: a cluster computing system for visualizing massive-scale geospatial data. VLDB J. 30 (2) (2021)
Venkata Vamsikrishna Meduri, Kanchan Chowdhury, Mohamed Sarwat
Evaluation of Machine Learning Algorithms in Predicting the Next SQL Query from the Future. ACM Trans. Database Syst. 46 (1) (2021)
Setu Shah, Vamsi Meduri, Mohamed Sarwat
GEM: An Efficient Entity Matching Framework for Geospatial Data. SIGSPATIAL/GIS (2021)
Jia Yu, Mohamed Sarwat
Turbocharging Geospatial Visualization Dashboards via a Materialized Sampling Cube Approach. ICDE (2020)
Jia Yu, Kanchan Chowdhury, Mohamed Sarwat
Tabula in Action: A Sampling Middleware for Interactive Geospatial Visualization Dashboards. Proc. VLDB Endow. 13 (12) (2020)
Jia Yu, Zishan Fu, Mohamed Sarwat
Dissecting GeoSparkSim: a scalable microscopic road network traffic simulator in Apache Spark. Distributed Parallel Databases 38 (4) (2020)
Mohamed Sarwat
Spatial data systems support for the internet of things: challenges and opportunities. ACM SIGSPATIAL Special 12 (2) (2020)
Venkata Vamsikrishna Meduri, Lucian Popa, Prithviraj Sen, Mohamed Sarwat
A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching. CoRR (2020)
Venkata Vamsikrishna Meduri, Lucian Popa, Prithviraj Sen, Mohamed Sarwat
A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching. SIGMOD Conference (2020)
Anique Tahir, Yuhan Sun, Mohamed Sarwat
An Automated Framework for Explaining Facts Extracted From Mobility Datasets. MDM (2019)
Venkata Vamsikrishna Meduri, Kanchan Chowdhury, Mohamed Sarwat
Recurrent Neural Networks for Dynamic User Intent Prediction in Human-Database Interaction. EDBT (2019)
Zishan Fu, Jia Yu, Mohamed Sarwat
Demonstrating GeoSparkSim: A Scalable Microscopic Road Network Traffic Simulator Based on Apache Spark. SSTD (2019)
Yuhan Sun, Mohamed Sarwat
A spatially-pruned vertex expansion operator in the Neo4j graph database system. GeoInformatica 23 (3) (2019)
Jia Yu, Anique Tahir, Mohamed Sarwat
GeoSparkViz in Action: A Data System with Built-in Support for Geospatial Visualization. ICDE (2019)
Jia Yu, Mohamed Sarwat
Geospatial Data Management in Apache Spark: A Tutorial. ICDE (2019)
Jia Yu, Zongsi Zhang, Mohamed Sarwat
Spatial data management in apache spark: the GeoSpark perspective and beyond. GeoInformatica 23 (1) (2019)
Yuhan Sun, Jia Yu, Mohamed Sarwat
Demonstrating Spindra: A Geographic Knowledge Graph Management System. ICDE (2019)
Jia Yu, Mohamed Sarwat
Spatial Data Wrangling with GeoSpark: A Step by Step Tutorial. SpatialAPI@SIGSPATIAL (2019)
Zishan Fu, Jia Yu, Mohamed Sarwat
Building a Large-Scale Microscopic Road Network Traffic Simulator in Apache Spark. MDM (2019)
Jia Yu, Zongsi Zhang, Mohamed Sarwat
GeoSparkViz: a scalable geospatial data visualization framework in the apache spark ecosystem. SSDBM (2018)
Mohamed Sarwat, Venkata Vamsikrishna Meduri
Human-Database Interaction: A Holistic Approach. ICDE (2018)
Yuhan Sun, Mohamed Sarwat
A generic database indexing framework for large-scale geographic knowledge graphs. SIGSPATIAL/GIS (2018)
Jia Yu, Mohamed Sarwat
Indexing the Pickup and Drop-Off Locations of NYC Taxi Trips in PostgreSQL - Lessons from the Road. SSTD (2017)
Mohamed Sarwat, Raha Moraffah, Mohamed F. Mokbel, James L. Avery
Database System Support for Personalized Recommendation Applications. ICDE (2017)
Nikhil Vementala, Paolo Papotti, Mohamed Sarwat
A Framework for Interactive Geospatial Map Cleaning using GPS Trajectories. IWCTS@SIGSPATIAL (2017)
Mohamed Sarwat, Arnab Nandi
On Designing a GeoViz-Aware Database System - Challenges and Opportunities. SSTD (2017)
Mohamed Sarwat, Yuhan Sun
Answering Location-Aware Graph Reachability Queries on GeoSocial Data. ICDE (2017)
Yuhan Sun, Nitin Pasumarthy, Mohamed Sarwat
On Evaluating Social Proximity-Aware Spatial Range Queries. MDM (2017)
Jia Yu, Raha Moraffah, Mohamed Sarwat
Hippo in Action: Scalable Indexing of a Billion New York City Taxi Trips and Beyond. ICDE (2017)
Yuhan Sun, Mohamed Sarwat
GeoReach: An Efficient Approach for Evaluating Graph Reachability Queries with Spatial Range Predicates. CoRR (2016)
Peter Scheuermann, Mohamed Sarwat
The second ACM SIGSPATIAL PhD workshop report Seattle, Washington, USA: November 3, 2015. ACM SIGSPATIAL Special 8 (2) (2016)
Jia Yu, Jinxuan Wu, Mohamed Sarwat
A demonstration of GeoSpark: A cluster computing framework for processing big spatial data. ICDE (2016)
Jia Yu, Mohamed Sarwat
Hippo: A Fast, yet Scalable, Database Indexing Approach. CoRR (2016)
Jia Yu, Mohamed Sarwat
Two Birds, One Stone: A Fast, yet Lightweight, Indexing Scheme for Modern Database Systems. Proc. VLDB Endow. 10 (4) (2016)
Mohamed Sarwat, James L. Avery, Mohamed F. Mokbel
RECATHON: A Middleware for Context-Aware Recommendation in Database Systems. MDM (1) (2015)
Mohamed Sarwat
Interactive and Scalable Exploration of Big Spatial Data - A Data Management Perspective. MDM (1) (2015)
Mohamed Sarwat, Mohamed F. Mokbel
Mobi Social (Mobile and Social) Data Management: A Tutorial. IC2E (2015)
Jia Yu, Jinxuan Wu, Mohamed Sarwat
GeoSpark: a cluster computing framework for processing large-scale spatial data. SIGSPATIAL/GIS (2015)
Ugur Demiryurek, Mohamed Sarwat
The first ACM SIGSPATIAL PhD symposium 2014. ACM SIGSPATIAL Special 7 (1) (2015)
Jagan Sankaranarayanan, Hakan Hacigümüs, Haopeng Zhang, Mohamed Sarwat
SMILE: A Data Sharing Platform for Mobile Apps in the Cloud. EDBT (2014)
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) (2014)
Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohamed Sarwat
Matrix Factorization with Explicit Trust and Distrust Relationships. CoRR (2014)
Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohamed Sarwat
Matrix Factorization with Explicit Trust and Distrust Side Information for Improved Social Recommendation. ACM Trans. Inf. Syst. 32 (4) (2014)
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)
Mohamed Sarwat, Mohamed F. Mokbel, Xun Zhou, Suman Nath
Generic and efficient framework for search trees on flash memory storage systems. GeoInformatica 17 (3) (2013)
Siva Ravada, Mohamed H. Ali, Jie Bao, Mohamed Sarwat
ACM SIGSPATIAL GIS Cup 2013: geo-fencing. SIGSPATIAL/GIS (2013)
Mohamed Sarwat, Ahmed Eldawy, Mohamed F. Mokbel, John Riedl
PLUTUS: Leveraging Location-Based Social Networks to Recommend Potential Customers to Venues. MDM (1) (2013)
Mohamed Sarwat, Sameh Elnikety, Yuxiong He, Mohamed F. Mokbel
Horton+: A Distributed System for Processing Declarative Reachability Queries over Partitioned Graphs. Proc. VLDB Endow. 6 (14) (2013)
Mohamed Sarwat, Mohamed F. Mokbel
Social Networking and Mobility: A Data Management Perspective. MDM (2) (2013)
Mohamed F. Mokbel, Mohamed Sarwat
Mobility and Social Networking: A Data Management Perspective. Proc. VLDB Endow. 6 (11) (2013)
Mohamed Sarwat, James L. Avery, Mohamed F. Mokbel
A RecDB in Action: Recommendation Made Easy in Relational Databases. Proc. VLDB Endow. 6 (12) (2013)
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)
Mohamed Sarwat, Sameh Elnikety, Yuxiong He, Gabriel Kliot
Horton: Online Query Execution Engine for Large Distributed Graphs. ICDE (2012)
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)
Mohamed Sarwat
RecDB: towards DBMS support for online recommender systems. SIGMOD/PODS PhD Symposium (2012)
Mohamed Sarwat, Jie Bao, Ahmed Eldawy, Justin J. Levandoski, Amr Magdy, Mohamed F. Mokbel
Sindbad: a location-based social networking system. SIGMOD Conference (2012)
Justin J. Levandoski, Mohamed Sarwat, Ahmed Eldawy, Mohamed F. Mokbel
LARS: A Location-Aware Recommender System. ICDE (2012)
Justin J. Levandoski, Mohamed Sarwat, Mohamed F. Mokbel, Michael D. Ekstrand
RecStore: an extensible and adaptive framework for online recommender queries inside the database engine. EDBT (2012)
Mohamed Sarwat, Mohamed F. Mokbel, Xun Zhou, Suman Nath
FAST: A Generic Framework for Flash-Aware Spatial Trees. SSTD (2011)