What is the difference between monitoring and profiling?

Question

What is the difference between monitoring and profiling? Why do some people say that tools for application monitoring should not be used for profiling?

Answer 1

Profiling comes before deployment and monitoring comes after. So it is probably not a good idea to use the same tool for both