this post was submitted on 12 Jun 2023
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Yes. It’s called performance testing. Basically an engineer would need to setup test user transactions to simulate live traffic and load test the system to see how everything scales, where it breaks, etc. Then you can use the results of the tests to figure out how big of an instance you should use for your projected number of users.
Jmeter, and locust.io are the two biggest open source performance test tools.
The alternative is take a wild guess. See how the system behaves, and make adjustments in real time… like what @[email protected] is currently doing.
Worth noting that typical app scaling does not scale linearly, and hardware caps out at some point (with diminishing returns up to that point) - federation will help with that much cheaper where normally a company would just have to throw more money at more servers themselves :)
Yup. You don’t have to explain that to me. It’s funny when folks assume:
Yeah, I meant specific data using lemmy.world as a datum, not the theoretical "check and see if you guessed right" method.