20012022

Research output per year

If you made any changes in Pure these will be visible here soon.

Research Output

2020

Microblogs data management: a survey

Magdy, A., Abdelhafeez, L., Kang, Y., Ong, E. & Mokbel, M. F., Jan 1 2020, In : VLDB Journal. 29, 1, p. 177-216 40 p.

Research output: Contribution to journalArticle

2019

Continuous decaying of telco big data with data postdiction

Costa, C., Konstantinidis, A., Charalampous, A., Zeinalipour-Yazti, D. & Mokbel, M. F., Oct 1 2019, In : GeoInformatica. 23, 4, p. 533-557 25 p.

Research output: Contribution to journalArticle

Local trend discovery on real-time microblogs with uncertain locations in tight memory environments

Almaslukh, A., Magdy, A., Aly, A. M., Mokbel, M. F., Elnikety, S., He, Y., Nath, S. & Aref, W. G., Jan 1 2019, (Accepted/In press) In : GeoInformatica.

Research output: Contribution to journalArticle

MapReuse: Recycling routing API queries

Stanojevic, R., Abbar, S. & Mokbel, M., Jun 2019, Proceedings - 2019 20th International Conference on Mobile Data Management, MDM 2019. Institute of Electrical and Electronics Engineers Inc., p. 279-287 9 p. 8788811. (Proceedings - IEEE International Conference on Mobile Data Management; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Message from the Program Co-Chairs

Mokbel, M. F., Xu, J. & Zeinalipour, D., Jun 2019, In : Proceedings - IEEE International Conference on Mobile Data Management. 2019-June, p. XIX-XX 8788764.

Research output: Contribution to journalEditorial

Scalable computational geometry in MapReduce

Li, Y., Eldawy, A., Xue, J., Knorozova, N., Mokbel, M. F. & Janardan, R., Aug 1 2019, In : VLDB Journal. 28, 4, p. 523-548 26 p.

Research output: Contribution to journalArticle

Towards a unified framework for event detection applications

Alghamdi, R. A., Magdy, A. & Mokbel, M. F., Aug 19 2019, Proceedings of the 16th International Symposium on Spatial and Temporal Databases, SSTD 2019. Association for Computing Machinery, p. 210-213 4 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

A demonstration of Sya: A spatial probabilistic knowledge base construction system

Sabek, I., Musleh, M. & Mokbel, M. F., May 27 2018, SIGMOD 2018 - Proceedings of the 2018 International Conference on Management of Data. Das, G., Jermaine, C., Eldawy, A. & Bernstein, P. (eds.). Association for Computing Machinery, p. 1689-1692 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Decaying telco big data with data postdiction

Costa, C., Charalampous, A., Konstantinidis, A., Zeinalipour-Yazti, D. & Mokbel, M. F., Jul 13 2018, Proceedings - 2018 IEEE 19th International Conference on Mobile Data Management, MDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 106-115 10 p. (Proceedings - IEEE International Conference on Mobile Data Management; vol. 2018-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

Flash in action: Scalable spatial data analysis using Markov Logic Networks

Sabek, I., Musleh, M. & Mokbel, M. F., Jan 1 2018, In : Proceedings of the VLDB Endowment. 12, 12, p. 1834-1837 4 p.

Research output: Contribution to journalConference article

1 Scopus citations

LandQv2: A MapReduce-based system for processing arable land quality big data

Yao, X., Mokbel, M. F., Ye, S., Li, G., Alarabi, L., Eldawy, A., Zhao, Z., Zhao, L. & Zhu, D., Jul 2018, In : ISPRS International Journal of Geo-Information. 7, 7, 271.

Research output: Contribution to journalArticle

7 Scopus citations

Machine learning meets big spatial data

Sabek, I. & Mokbel, M. F., Jan 1 2018, In : Proceedings of the VLDB Endowment. 12, 12, p. 1982-1985 4 p.

Research output: Contribution to journalConference article

Raptor: Large scale analysis of big raster and vector data

Singla, S., Eldawy, A., Alghamdi, R. & Mokbel, M. F., Jan 1 2018, In : Proceedings of the VLDB Endowment. 12, 12, p. 1950-1953 4 p.

Research output: Contribution to journalConference article

Stella: Geotagging images via crowdsourcing

Jonathan, C. & Mokbel, M. F., Nov 6 2018, 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2018. Xiong, L., Tamassia, R., Banaei, K. F., Guting, R. H. & Hoel, E. (eds.). Association for Computing Machinery, p. 168-178 11 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

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

Alarabi, L. M., Mokbel, M. F. & Musleh, M., Oct 1 2018, In : GeoInformatica. 22, 4, p. 785-813 29 p.

Research output: Contribution to journalArticle

12 Scopus citations

TBD-DP: Telco big data visual analytics with data postdiction

Costa, C., Charalampous, A., Konstantinidis, A., Zeinalipour-Yazti, D. & Mokbel, M. F., Jul 13 2018, Proceedings - 2018 IEEE 19th International Conference on Mobile Data Management, MDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 280-281 2 p. (Proceedings - IEEE International Conference on Mobile Data Management; vol. 2018-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

TurboReg: A framework for scaling up spatial logistic regression models

Sabek, I., Musleh, M. & Mokbel, M. F., Nov 6 2018, 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2018. Xiong, L., Tamassia, R., Banaei, K. F., Guting, R. H. & Hoel, E. (eds.). Association for Computing Machinery, p. 129-138 10 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

W-edge: Weighing the edges of the road network

Stanojevic, R., Abbar, S. & Mokbel, M., Nov 6 2018, 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2018. Xiong, L., Tamassia, R., Banaei, K. F., Guting, R. H. & Hoel, E. (eds.). Association for Computing Machinery, p. 424-428 5 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations
2017

A demonstration of Stella: A crowdsourcing-based geotagging framework

Jonathan, C. & Mokbel, M. F., Aug 1 2017, In : Proceedings of the VLDB Endowment. 10, 12, p. 1969-1972 4 p.

Research output: Contribution to journalConference article

A demonstration of ST-Hadoop: A MapReduce framework for big spatio-temporal data

Alarabi, L. & Mokbel, M. F., Aug 1 2017, In : Proceedings of the VLDB Endowment. 10, 12, p. 1961-1964 4 p.

Research output: Contribution to journalConference article

6 Scopus citations

Building multi-Resolution event-Enriched maps from social data

Rehman, F. U., Afyouni, I., Lbath, A., Khan, S. A., Basalamah, S. & Mokbel, M., Jan 1 2017, Advances in Database Technology - EDBT 2017: 20th International Conference on Extending Database Technology, Proceedings. Mitschang, B., Markl, V., Bress, S., Andritsos, P., Sattler, K-U. & Orlando, S. (eds.). OpenProceedings.org, p. 594-597 4 p. (Advances in Database Technology - EDBT; vol. 2017-March).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Database system support for personalized recommendation applications

Sarwat, M., Moraffah, R., Mokbel, M. F. & Avery, J. L., May 16 2017, Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE Computer Society, p. 1320-1331 12 p. 7930070. (Proceedings - International Conference on Data Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Scopus citations

Demonstration of kite: A scalable system for microblogs data management

Magdy, A. & Mokbel, M. F., May 16 2017, Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE Computer Society, p. 1383-1384 2 p. 7930083. (Proceedings - International Conference on Data Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Efficient exploration of telco big data with compression and decaying

Costa, C., Chatzimilioudis, G., Zeinalipour-Yazti, D. & Mokbel, M. F., May 16 2017, Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE Computer Society, p. 1332-1343 12 p. 7930071. (Proceedings - International Conference on Data Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Scopus citations

On Spatial Joins in MapReduce

Sabek, I. & Mokbel, M. F., Nov 7 2017, GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems. Ravada, S., Hoel, E., Tamassia, R., Newsam, S., Trajcevski, G. & Trajcevski, G. (eds.). Association for Computing Machinery, 21. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems; vol. 2017-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Panda : A generic and scalable framework for predictive spatio-temporal queries

Hendawi, A. M., Ali, M. & Mokbel, M. F., Apr 1 2017, In : GeoInformatica. 21, 2, p. 175-208 34 p.

Research output: Contribution to journalArticle

4 Scopus citations

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

Prasad, S. K., Aghajarian, D., McDermott, M., Shah, D., Mokbel, M. F., Puri, S., Rey, S. J., Shekhar, S., Xe, Y., Vatsavai, R. R., Wang, F., Liang, Y., Vo, H. & Wang, S., Sep 7 2017, Proceedings - 2017 IEEE 6th International Congress on Big Data, BigData Congress 2017. Karypis, G. & Zhang, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 232-250 19 p. 8029331. (Proceedings - 2017 IEEE 6th International Congress on Big Data, BigData Congress 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations

Scout: A GPU-aware system for interactive spatio-temporal data visualization

Chavan, H. & Mokbel, M. F., May 9 2017, SIGMOD 2017 - Proceedings of the 2017 ACM International Conference on Management of Data. Association for Computing Machinery, p. 1691-1694 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data; vol. Part F127746).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

SPATE: Compacting and exploring telco big data

Costa, C., Chatzimilioudis, G., Zeinalipour-Yazti, D. & Mokbel, M. F., May 16 2017, Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE Computer Society, p. 1419-1420 2 p. 7930100. (Proceedings - International Conference on Data Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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

Yao, X., Mokbel, M. F., Alarabi, L., Eldawy, A., Yang, J., Yun, W., Li, L., Ye, S. & Zhu, D., Sep 2017, In : Computers and Geosciences. 106, p. 60-67 8 p.

Research output: Contribution to journalArticle

12 Scopus citations

Sphinx: Empowering impala for efficient execution of SQL queries on big spatial data

Eldawy, A., Sabek, I., Elganainy, M., Bakeer, A., Abdelmotaleb, A. & Mokbel, M. F., Jan 1 2017, Advances in Spatial and Temporal Databases - 15th International Symposium, SSTD 2017, Proceedings. Ku, W-S., Voisard, A., Chen, H., Lu, C-T., Ravada, S., Renz, M., Huang, Y., Gertz, M., Tang, L., Zhang, C., Hoel, E. & Zhou, X. (eds.). Springer- Verlag, p. 65-83 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10411 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

ST-Hadoop: A mapreduce framework for spatio-temporal data

Alarabi, L., Mokbel, M. F. & Musleh, M., Jan 1 2017, Advances in Spatial and Temporal Databases - 15th International Symposium, SSTD 2017, Proceedings. Ku, W-S., Voisard, A., Chen, H., Lu, C-T., Ravada, S., Renz, M., Huang, Y., Gertz, M., Tang, L., Zhang, C., Hoel, E. & Zhou, X. (eds.). Springer Verlag, p. 84-104 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10411 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Scopus citations

The era of Big Spatial Data

Eldawy, A. & Mokbel, M. F., Aug 1 2017, In : Proceedings of the VLDB Endowment. 10, 12, p. 1992-1995 4 p.

Research output: Contribution to journalConference article

8 Scopus citations

Towards a unified spatial crowdsourcing platform

Jonathan, C. & Mokbel, M. F., Jan 1 2017, Advances in Spatial and Temporal Databases - 15th International Symposium, SSTD 2017, Proceedings. Ku, W-S., Voisard, A., Chen, H., Lu, C-T., Ravada, S., Renz, M., Huang, Y., Gertz, M., Tang, L., Zhang, C., Hoel, E. & Zhou, X. (eds.). Springer- Verlag, p. 379-383 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10411 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Towards real-time road traffic analytics using Telco Big Data

Costa, C., Chatzimilioudis, G., Zeinalipour-Yazti, D. & Mokbel, M. F., Aug 28 2017, Proceedings of the International Workshop on Real-Time Business Intelligence and Analytics, BIRTE 2017. Association for Computing Machinery, a5. (ACM International Conference Proceeding Series; vol. Part F130527).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations
2016

A demonstration of SHAREK: An efficient matching framework for ride sharing systems

Alarabi, L., Cao, B., Zhao, L., Mokbel, M. F. & Basalamah, A., Oct 31 2016, 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2016. Renz, M., Ali, M., Newsam, S., Renz, M., Ravada, S. & Trajcevski, G. (eds.). Association for Computing Machinery, 95. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

GARNET: A holistic system approach for trending queries in microblogs

Jonathan, C., Magdy, A., Mokbel, M. F. & Jonathan, A., Jun 22 2016, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. Institute of Electrical and Electronics Engineers Inc., p. 1251-1262 12 p. 7498329. (2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Scopus citations

GeoTrend: Spatial trending queries on real-time Microblogs

Magdy, A., Aly, A. M., Mokbel, M. F., Elnikety, S., He, Y., Nath, S. & Aref, W. G., Oct 31 2016, 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2016. Renz, M., Ali, M., Newsam, S., Renz, M., Ravada, S. & Trajcevski, G. (eds.). Association for Computing Machinery, 7. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

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

Eldawy, A., Mokbel, M. F. & Jonathan, C., Jun 22 2016, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. Institute of Electrical and Electronics Engineers Inc., p. 601-612 12 p. 7498274. (2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

28 Scopus citations

Microblogs data management and analysis

Magdy, A. & Mokbel, M. F., Jun 22 2016, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. Institute of Electrical and Electronics Engineers Inc., p. 1440-1443 4 p. 7498365. (2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Microblogs data management systems: Querying, analysis, and visualization

Mokbel, M. F. & Magdy, A., Jun 26 2016, SIGMOD 2016 - Proceedings of the 2016 International Conference on Management of Data. Association for Computing Machinery, p. 2219-2222 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data; vol. 26-June-2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

On main-memory flushing in microblogs data management systems

Magdy, A., Alghamdi, R. & Mokbel, M. F., Jun 22 2016, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. Institute of Electrical and Electronics Engineers Inc., p. 445-456 12 p. 7498261. (2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

Preface

Cellary, W., Mokbel, M. F., Wang, J., Wang, H., Zhou, R. & Zhang, Y., Jan 1 2016, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 10041 LNCS, p. V-VII

Research output: Contribution to journalEditorial

Preface

Cellary, W., Mokbel, M. F., Wang, J., Wang, H., Zhou, R. & Zhang, Y., Jan 1 2016, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 10042 LNCS, p. V-VII

Research output: Contribution to journalEditorial

The era of big spatial data: A survey

Eldawy, A. & Mokbel, M. F., Jan 1 2016, In : Foundations and Trends in Databases. 6, 3-4, p. 163-273 111 p.

Research output: Contribution to journalReview article

5 Scopus citations

The era of Big Spatial Data

Eldawy, A. & Mokbel, M. F., Jun 22 2016, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. Institute of Electrical and Electronics Engineers Inc., p. 1424-1427 4 p. 7498361. (2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

Towards a GPU accelerated spatial computing framework

Chavan, H., Alghamdi, R. & Mokbel, M. F., Jun 20 2016, 2016 IEEE 32nd International Conference on Data Engineering Workshops, ICDEW 2016. Institute of Electrical and Electronics Engineers Inc., p. 135-142 8 p. 7495634. (2016 IEEE 32nd International Conference on Data Engineering Workshops, ICDEW 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Understanding language diversity in local twitter communities

Magdy, A., Ghanem, T. M., Musleh, M. & Mokbel, M. F., Jul 10 2016, HT 2016 - Proceedings of the 27th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, Inc, p. 331-332 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Venus: Scalable Real-Time Spatial Queries on Microblogs with Adaptive Load Shedding

Magdy, A., Mokbel, M. F., Elnikety, S., Nath, S. & He, Y., Feb 1 2016, In : IEEE Transactions on Knowledge and Data Engineering. 28, 2, p. 356-370 15 p., 7303957.

Research output: Contribution to journalArticle

Open Access
12 Scopus citations