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English Information

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Authors
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1 Ana Paula Cassiano Alves Silva(ana.acassiano@ufu.br)
2 Humberto Razente(humberto.razente@ufu.br)

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Reference
# Reference
1 Bozkaya, T. and Özsoyoglu, Z. M. (1999). Indexing large metric spaces for similarity search queries. ACM Transactions on Database Systems (TODS), 24(3):361–404. doi:10.1145/328939.328959.
2 Dean, J. and Ghemawat, S. (2004). Mapreduce: Simplified data processing on large clusters. In Brewer, E. A. and Chen, P., editors, Symposium on Operating System Design and Implementation (OSDI), pages 137–150. USENIX. http://www.usenix.org/events/osdi04/tech/dean.html.
3 Fu, A. W., Chan, P. M., Cheung, Y., and Moon, Y. S. (2000). Dynamic vp-tree indexing for n-nearest neighbor search given pair-wise distances. VLDB J., 9(2):154–173. doi:10.1007/PL00010672.
4 Gray, J., Chaudhuri, S., Bosworth, A., Layman, A., Reichart, D., Venkatrao, M., Pellow, F., and Pirahesh, H. (1997). Data cube: A relational aggregation operator generalizing group-by, cross-tab, and sub totals. Data Min. Knowl. Discov., 1(1):29–53. doi:10.1023/A:1009726021843.
5 Iqbal, M., Lissandrini, M., and Pedersen, T. B. (2022). A foundation for spatio-textual-temporal cube analytics. Inf. Syst., 108:102009. doi:10.1016/j.is.2022.102009.
6 Jain, A. K. (2010). Data clustering: 50 years beyond k-means. Pattern Recognit. Lett., 31(8):651–666. doi:10.1016/J.PATREC.2009.09.011.
7 Samet, H. (2006). Foundations of Multidimensional and Metric Data Structures. Morgan Kaufmann Publishers.
8 Silva, Y. N., Sandoval, M., Prado, D., Wallace, X., and Rong, C. (2019). Similarity grouping in big data systems. In Intl Conf. Similarity Search and Applications (SISAP), volume 11807 of LNCS, pages 212–220. Springer. doi:10.1007/978-3-030-32047-8_19.
9 Tang, M., Tahboub, R. Y., Aref, W. G., Atallah, M. J., Malluhi, Q. M., Ouzzani, M., and Silva, Y. N. (2016). Similarity group-by operators for multidimensional relational data. IEEE Trans. Knowl. Data Eng., 28(2):510–523. doi:10.1109/TKDE.2015.2480400.
10 Traina-Jr., C., Traina, A. J. M., Faloutsos, C., and Seeger, B. (2002). Fast indexing and visualization of metric data sets using slim-trees. IEEE Trans. Knowl. Data Eng., 14(2):244–260. doi:10.1109/69.991715.
11 Yianilos, P. N. (1993). Data structures and algorithms for nearest neighbor search in general metric spaces. In ACM/SIGACT-SIAM Symposium on Discrete Algorithms (SODA), pages 311–321. ACM/SIAM. http://dl.acm.org/citation.cfm?id=313559.313789.
12 Zaharia, M., Xin, R. S.,Wendell, P., Das, T., Armbrust, M., Dave, A., Meng, X., Rosen, J., Venkataraman, S., Franklin, M. J., Ghodsi, A., Gonzalez, J., Shenker, S., and Stoica, I. (2016). Apache spark: a unified engine for big data processing. Commun. ACM, 59(11):56–65. doi:10.1145/2934664.