A language for measuring the performance of data structures?

Question

Algorithms

Good afternoon.
It is necessary to conduct a study to measure the performance of a set of algorithms. Those. you need to write an implementation and benchmarks for it (in terms of time and memory). At work, I use scripting languages ​​more and, as I understand it, they are not very suitable for such a task. interpreter overhead. So I thought about what would be the best way to do this?
Who conducted such research, please share your experience in selecting the instrument. And the very thought is not very much about it.
1. Will the garbage collector interfere (memory consumption should also be measured)?
2. Will the quality of measurements be greatly affected if the language is interpreted / executed in a virtual machine?
3. I plan to describe the results in a blog and I want the language not to be some kind of exotic, so that it would not be difficult for others to reproduce the tests at home if they wish.
I came to the conclusion that it would be best to take C ++ or Go. But with the first one, I personally didn’t manage to start working on Windows (and I can’t allocate a lot of time for this). In Go, the garbage collector is confusing.

Answer 1

JMH benchmark
Algorithm complexity estimation