'10 Principles of Proper Database Benchmarking' database databaseadministration
we test different open-source databases and search engines and develop an open-source platform so you can do it too. In this article, I would like to share the 10 most important principles that we’ve formulated for ourselves that help us make high-quality benchmarks.In a number of database benchmarks, I’ve seen people benchmark competitors on different hardware. For example, inbenchmark they say “We actually wanted to do the benchmark on the same hardware, and m5.
But there’s a way you can improve and control it: do more repetitions and control the coefficient of variation. CV is a very good metric that shows how stable your test results are. If it’s higher than N% you can’t say one database is N% faster than another. So just make enough repetitions until your CV is low enough . If you never reach it means you didn’t do your best following the above principles.
I hope this article will help you improve your benchmarks. If you want something ready take a look at . It’s 100% free and open-source benchmarks platform and framework that can help you test your databases and queries easier and faster.
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