Software Engineering

Automated Database Tuning with Andy Pavlo

Automated Database Tuning with Andy Pavlo
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The default configuration in most databases is supposed for broad compatibility somewhat than efficiency. Database tuning is a course of through which the configurations of a database are modified to realize optimum efficiency. Databases have tons of of configuration knobs that management varied components, reminiscent of the quantity of reminiscence to make use of for caches or how usually the information is written to the storage.

The issue with these knobs is that

  • they don’t seem to be standardized (i.e., two databases could have a distinct title for a similar knob),
  •  not impartial (i.e., altering one knob can influence others), 
  • and never common (i.e., what works for one utility could also be suboptimal for one more). 

In actuality, details about the consequences of the knobs sometimes comes solely from (costly) expertise.

OtterTune is computerized database tuning software program that guarantees to beat these issues. It makes use of machine studying to tune the configuration knobs of your database robotically to enhance efficiency.

On this episode, we interview Andy Pavlo. Andy is a Database Professor at Carnegie Mellon and Co-Founding father of OtterTune.

Sponsorship inquiries: sponsor@softwareengineeringdaily.com

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