Friday, October 7, 2022
HomeSoftware EngineeringComputerized Database Tuning with Andy Pavlo

Computerized Database Tuning with Andy Pavlo

blankThe default configuration in most databases is supposed for broad compatibility fairly than efficiency. Database tuning is a course of during which the configurations of a database are modified to attain optimum efficiency. Databases have a whole bunch of configuration knobs that management numerous components, resembling 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 might have a distinct identify 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 an additional). 

In actuality, details about the consequences 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 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:


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