Publication: Supporting Set Operations in Temporal-Probabilistic Databases
Supporting Set Operations in Temporal-Probabilistic Databases
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Papaioannou, K., Theobald, M., & Böhlen, M. (2018). Supporting Set Operations in Temporal-Probabilistic Databases. 1180–1191. https://doi.org/10.1109/ICDE.2018.00109
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In temporal-probabilistic (TP) databases, the combination of the temporal and the probabilistic dimension adds significant overhead to the computation of set operations. Although set queries are guaranteed to yield linearly sized output relations, all of the existing solutions exhibit a quadratic runtime complexity. They suffer from redundant interval comparisons and additional joins for the formation of lineage expressions. In this paper, we formally define TP set operations and study their properties. For their efficient computation
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Papaioannou, K., Theobald, M., & Böhlen, M. (2018). Supporting Set Operations in Temporal-Probabilistic Databases. 1180–1191. https://doi.org/10.1109/ICDE.2018.00109