Tuning the Linux kernel with AI, according to ByteDance

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  • ottertune

    Discontinued The automatic DBMS configuration tool

  • The thing this most makes me think of is Ottertune, that the Carnegie Mellon DB group came up with several years ago for MySQL, https://github.com/cmu-db/ottertune, and eventually commercialised https://ottertune.com/ for MySQL and Postgres.

    I keep thinking about this from a JVM perspective, there's so many settings you can tweak that can have such a drastic impact on performance, depending on your workload, that it seems likely there's some value in automated tuning. The main difficult there (from my probably naive perspective) is figuring out the right feedback loop.

  • Scout Monitoring

    Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.

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