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New relic is a web service that watches the performance of web applications. We are currently using their free plan, which visualises the last 30 min of the performance of our application.
You can find us at https://rpm.newrelic.com.
E.g. in the Web Transactions one immediately can see what is taking up time on the server (e.g. a download action or import action ...) and if you click on one of the actions on the left and then select the "performance breakdown" tab on the right you can see which queries or actions took up how much time (see below).