Understanding Elastic Search

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Sorry to say this but ES' documentation ( http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/index.html ) is confusing me.

Thanks to the glossary I understand the terms for database, table and row but I have read substantial sections of the documentation and I cannot find answers to:

For reference I read these links first:

If that information exists in the documentation then I would be very grateful if you can point me towards it.

Edit:

I am also unsure how auto-discovery works on a distributed network. Short if pinging every public network around how does it connect to the right one that could possibly be on the other side of the world?

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