The automatic DBMS configuration tool
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bohanjason Merge pull request #157 from swimj/categorical_clean
Add ML pipeline support for categorial variables. Fix #26.
Latest commit c145257 Jun 21, 2018

README.md

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OtterTune is currently under construction. Check back soon!

OtterTune

OtterTune is a new tool that’s being developed by students and researchers in the Carnegie Mellon Database Group that can automatically find good settings for a DBMS’s configuration knobs. The goal is to make it easier for anyone to deploy a DBMS without any expertise in database administration. To tune new DBMS deployments, OtterTune reuses training data gathered from previous tuning sessions. Because OtterTune doesn’t need to generate an initial dataset for training its ML models, tuning time is drastically reduced.

For more information, see our paper.

Contributors

See the people page for the full list of contributors.