2021 IEEE 37th International Conference on Data Engineering (ICDE) 2021
DOI: 10.1109/icde51399.2021.00060
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Multidimensional Adaptive & Progressive Indexes

Abstract: Exploratory data analysis is the primary technique used by data scientists to extract knowledge from new data sets. This type of workload is composed of trial-and-error hypothesisdriven queries with a human in the loop. To keep up with the data scientist's productivity, the system must be capable of answering queries in interactive times. Given that these queries are highly selective multidimensional queries, multidimensional indexes are necessary to ensure low latency. However, creating the appropriate indexe… Show more

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Cited by 6 publications
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References 17 publications
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