Machine Learning in Networks

[Paki]

Hi there !!!

Hope everyone here would be fine.

I have a query & after brainstorming for quite very long, I could not find any suitable answer.

This is a PhD Research / Thesis question. The topic is "Machine Learning in Networks". I want new ideas to proceed with this one.

An expert opinion is requested.

Thank you all for your valuable time & professional response.

[Dennis Mink]

Can you explain what you mean by "Machine Learning in Networks""?

cheers 

[Paki]

"Machine Learning" is identical to pattern recognition i-e Biometric machines. Machine automatically learns the pattern using any program or algorithm.

In networks, best example is routing protocols which learn themselves & they don't need to re-programmed again & again explicitly.

I don't want to introduce any new product or project but a new research. You can also give me ideas if any improvement & enhancement is possible in any previous / legacy research or algorithm or protocol.

But what would be the IDEA?