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https://issues.apache.org/jira/browse/MAHOUT-1468?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13981184#comment-13981184
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Andrew Musselman commented on MAHOUT-1468:
------------------------------------------

Sure; are these bolded/linked "single machine/map reduce" entries still 
correct/reflective of how things are used?

Clustering
Canopy Clustering - single machine / MapReduce (deprecated, will be removed 
once Streaming k-Means is stable enough)
k-Means Clustering - single machine / MapReduce
Fuzzy k-Means - single machine / MapReduce
Streaming k-Means - single machine / MapReduce
Spectral Clustering - MapReduce

> Creating a new page for StreamingKMeans documentation on mahout website
> -----------------------------------------------------------------------
>
>                 Key: MAHOUT-1468
>                 URL: https://issues.apache.org/jira/browse/MAHOUT-1468
>             Project: Mahout
>          Issue Type: Documentation
>          Components: Documentation
>    Affects Versions: 1.0
>            Reporter: Pavan Kumar N
>            Assignee: Andrew Musselman
>              Labels: Documentation
>             Fix For: 1.0
>
>         Attachments: MAHOUT-1468.diff, StreamingKMeans.txt
>
>
> Separate page required on Streaming K Means algorithm description and 
> overview, explaining the various parameters can be used in streamingkmeans, 
> strategy for parallelization, link to this paper: 
> http://papers.nips.cc/paper/3812-streaming-k-means-approximation.pdf



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