num-executors, executor-memory and executor-cores parameters

[Ashok Kumar]

Hi
I would like to know the exact definition for these three  parameters 
num-executors
executor-memory
executor-cores

for local, standalone and yarn modes

I have looked at on-line doc but not convinced if I understand them correct.
Thanking you