AZDBLab: A Laboratory Information System for Large-Scale Empirical DBMS Studies

نویسندگان

  • Young-Kyoon Suh
  • Richard T. Snodgrass
  • Rui Zhang
چکیده

In the database field, while very strong mathematical and engineering work has been done, the scientific approach has been much less prominent. The deep understanding of query optimizers obtained through the scientific approach can lead to better engineered designs. Unlike other domains, there have been few DBMS-dedicated laboratories, focusing on such scientific investigation. In this demonstration, we present a novel DBMS-oriented research infrastructure, called Arizona Database Laboratory (AZDBLab), to assist database researchers in conducting a large-scale empirical study across multiple DBMSes. For them to test their hypotheses on the behavior of query optimizers, AZDBLab can run and monitor a large-scale experiment with thousands (or millions) of queries on different DBMSes. Furthermore, AZDBLab can help users automatically analyze these queries. In the demo, the audience will interact with AZDBLab through the standalone application and the mobile app to conduct such a large-scale experiment for a study. The audience will then run a Tucson Timing Protocol analysis on the finished experiment and then see the analysis (data sanity check and timing) results.

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عنوان ژورنال:
  • PVLDB

دوره 7  شماره 

صفحات  -

تاریخ انتشار 2014