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Meaning of Docker overlay network?

I’m working on a project using docker and I have doubt on at does the docker overlay.
Does it mean that a Docker engine on one host will manage containers on multiple host?

Is it possible? Any help appreciated!
Thanks.

Overlay networks allow containers running on separate hosts to communicate with each other.