Add documentation for building source and minimum requirements/spec #3171
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Check List:
This PR resolves the Issue #3170
This PR aims to prevent potential flaky test scenarios that may occur for other users or contributors in their machines.
The main goal of our contribution is to educate developers and users about the importance of having a minimum requirement for stable test execution. By specifying the minimum required RAM and CPU in the README, we can avoid unexpected test failures caused by insufficient resources on developers' machines.
Including this information requires minimal effort, yet it can save developers from the frustration of debugging flaky test failures if their machines don't meet the recommended specifications.
I don't know if readme.md is the best place to add this information. Let me know if you think there is another more suitable location.