> And one more thing, Is there any concept like Real time clustering and On
> demand clustering in ES?

I honestly think you've read two different marketing snippets that
both relate to the same thing... "On-demand" and "real time" happens
on a subset of documents from the index and should return clusters
within a reasonable amount of time (so that users can interact with
the system). Off-line or batch clustering would denote a situation
when you're clustering all your documents, without the context of any
query. And this can take significantly longer.

This paper has a writeup of on-line clustering techniques in the
context of clustering search results (disclosure: I'm partially
responsible for it).
http://dl.acm.org/citation.cfm?id=1541884&dl=ACM&coll=DL&CFID=298573694&CFTOKEN=23620876

@Jörg: clustering is a pretty established term in information
retrieval and it nearly always denotes an unsupervised technique. I
would be hesitant to talk about "supervised clustering", even if such
a thing could be imagined by either introducing a feedback control
loop (clustering-human evaluation-reclustering) or by introducing a
predefined concept ontology... in which case it effectively becomes a
classification problem.

Dawid

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