20142019

Research output per year

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Research Output

  • 12 Conference contribution
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Conference contribution
2019

An Experimental Comparison of GPU Techniques for DBSCAN Clustering

Mustafa, H., Leal, E. & Gruenwald, L., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3701-3710 10 p. 9006169. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

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

FastTopK: A Fast Top-K Trajectory Similarity Query Processing Algorithm for GPUs

Mustafa, H., Leal, E. & Gruenwald, L., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 542-547 6 p. 8621907. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

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

Impact of Trajectory Segmentation on Discovering Trajectory Sequential Patterns

Karsoum, S., Gruenwald, L. & Leal, E., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3432-3441 10 p. 8622209. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

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

Using Timed Sequential Patterns in the Transportation Industry

Karsoum, S., Gruenwald, L., Barrus, C. & Leal, E., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3573-3582 10 p. 9006394. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

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

2018

DynMDL: A Parallel Trajectory Segmentation Algorithm

Leal, E. & Gruenwald, L., Sep 7 2018, Proceedings - 2018 IEEE International Congress on Big Data, BigData Congress 2018 - Part of the 2018 IEEE World Congress on Services. Institute of Electrical and Electronics Engineers Inc., p. 215-218 4 p. 8457752. (Proceedings - 2018 IEEE International Congress on Big Data, BigData Congress 2018 - Part of the 2018 IEEE World Congress on Services).

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

Wadjet: Finding outliers in multiple multi-dimensional heterogeneous data streams

Sadik, S., Gruenwald, L. & Leal, E., Oct 24 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. Institute of Electrical and Electronics Engineers Inc., p. 1236-1239 4 p. 8509339. (Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018).

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

1 Scopus citations
2017

Parallel Compression and Indexing of Large-Scale Geospatial Raster Data with GPGPUs

Kaligirwa, N., Leal, E., Gruenwald, L., Zhang, J. & You, 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. 137-144 8 p. 8029319. (Proceedings - 2017 IEEE 6th International Congress on Big Data, BigData Congress 2017).

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

2016

Handling uncertainty in trajectories of moving objects in unconstrained outdoor spaces

Leal, E., Gruenwald, L. & Zhang, J., Jan 1 2016, Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Ak, R., Karypis, G., Xia, Y., Hu, X. T., Yu, P. S., Joshi, J., Ungar, L., Liu, L., Sato, A-H., Suzumura, T., Rachuri, S., Govindaraju, R. & Xu, W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 492-501 10 p. 7840640. (Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016).

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

1 Scopus citations

In pursuit of outliers in multi-dimensional data streams

Sadik, S., Gruenwald, L. & Leal, E., Jan 1 2016, Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Ak, R., Karypis, G., Xia, Y., Hu, X. T., Yu, P. S., Joshi, J., Ungar, L., Liu, L., Sato, A-H., Suzumura, T., Rachuri, S., Govindaraju, R. & Xu, W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 512-521 10 p. 7840642. (Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016).

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

2 Scopus citations

Towards an efficient Top-K trajectory similarity query processing algorithm for big trajectory data on GPGPUs

Leal, E., Gruenwald, L., Zhang, J. & You, S., Oct 5 2016, Proceedings - 2016 IEEE International Congress on Big Data, BigData Congress 2016. Pu, C., Fox, G. & Damiani, E. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 206-213 8 p. 7584939. (Proceedings - 2016 IEEE International Congress on Big Data, BigData Congress 2016).

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

1 Scopus citations
2015

TKSimGPU: A parallel top-K trajectory similarity query processing algorithm for GPGPUs

Leal, E., Gruenwald, L., Zhang, J. & You, S., Dec 22 2015, Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015. Luo, F., Ogan, K., Zaki, M. J., Haas, L., Ooi, B. C., Kumar, V., Rachuri, S., Pyne, S., Ho, H., Hu, X., Yu, S., Hsiao, M. H-I. & Li, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 461-469 9 p. 7363787. (Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015).

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

7 Scopus citations
2014

Parallel quadtree encoding of large-scale raster geospatial data on multicore CPUs and GPGPUs

Kaligirwa, N., Leal, E., Gruenwald, L., Zhang, J. & You, S., Nov 4 2014, Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, BigSpatial 2014. Chandola, V. & Vatsavai, R. R. (eds.). Association for Computing Machinery, Inc, p. 30-39 10 p. (Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, BigSpatial 2014).

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

2 Scopus citations