PHP - Failed to open stream No such file or directory

Question

In PHP scripts, when I call include(), require(), fopen(), or their derivatives such as include_once, require_once, or even, move_uploaded_file(), one often runs into an error or warning:

Failed to open stream : No such file or directory.

How can I find the root cause of this issue? and how can I solve this?