Automated Database Tuning with Andy Pavlo

The default configuration in most databases is supposed for broad compatibility reasonably than efficiency. Database tuning is a course of during which the configurations of a database are modified to attain optimum efficiency. Databases have lots of of configuration knobs that management varied elements, akin to the quantity of reminiscence to make use of for caches or how usually the info is written to the storage.

The issue with these knobs is that

  • they aren’t standardized (i.e., two databases could have a special title for a similar knob),
  •  not unbiased (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 results of the knobs usually comes solely from (costly) expertise.

OtterTune is automated database tuning software program that guarantees to beat these issues. It makes use of machine studying to tune the configuration knobs of your database routinely 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: [email protected]


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