I have been seeing these processes called "ZMQbg/1" over and over that do
not have any CPU activity. I'm trying to get an understanding of what these
processes are and how can they be managed besides killing them.

I have seen these processes on multiple Notebook users. Some users jobs 
error out
due to out of RAM. From the information I've found, these look like ZMQ 
processes. I believe Jupyter uses ZMQ pipes to communicate in the 
background hence the processes.

Can anyone confirm/validate this and if so, what's the recommended way to 
manage them?

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