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Performance evaluation in database research: principles and experience

Ioana Manolescu 1 Stefan Manegold 2
1 GEMO - Integration of data and knowledge distributed over the web
LRI - Laboratoire de Recherche en Informatique, UP11 - Université Paris-Sud - Paris 11, Inria Saclay - Ile de France, CNRS - Centre National de la Recherche Scientifique : UMR8623
Abstract : Significant part of today's database research focuses on improving performance of a specific system. Quantitative experiments are the best way to validate such results. However, performing experiments is not always easy. Besides the complexity of the system under test, designing an experiment, choosing the right environment and parameter values, analyzing the data which is gathered, and reporting it to a third party in an expressive and intelligible way is hard. In this tutorial, we present a general road-map to the above steps, including tips and tricks on how to organize and present code that performs experiments, so that an outsider can repeat them. The tutorial is primarily aimed at MS and PhD students seeking to improve their experiment practices, but more senior attendants may also find it interesting.
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Submitted on : Thursday, November 12, 2009 - 11:35:59 AM
Last modification on : Friday, February 4, 2022 - 3:29:58 AM
Long-term archiving on: : Tuesday, October 16, 2012 - 1:45:57 PM


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  • HAL Id : inria-00431423, version 1


Ioana Manolescu, Stefan Manegold. Performance evaluation in database research: principles and experience. 12th International Conference on Extending Database Technology, Mar 2009, Saint Petersburg, Russia. ⟨inria-00431423⟩



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