Summarizing and Querying Logs of OLAP Queries

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Provided by: University of Pardubice
Topic: Big Data
Format: PDF
Leveraging query logs benefits the users analyzing large data warehouses with OLAP queries. But so far nothing exists to allow the user to have concise and usable representations of what is in the log. In this paper, the authors present a framework for summarizing and querying OLAP query logs. The basic idea is that a query summarizes another query and that a log, which is a sequence of queries, summarizes another log. Their formal framework includes a language to declaratively specify a summary, and a language for querying and manipulating logs. They also propose a simple measure based on precision and recall, to assess the quality of summaries, and two strategies for automatically computing log summaries of good quality.
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