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From "Pallavi Palleti (JIRA)" <j...@apache.org>
Subject [jira] Updated: (MAHOUT-99) Improving speed of KMeans
Date Fri, 28 Nov 2008 13:03:44 GMT

     [ https://issues.apache.org/jira/browse/MAHOUT-99?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]

Pallavi Palleti updated MAHOUT-99:
----------------------------------

    Component/s: Clustering
    Description: 
Improved the speed of KMeans by passing only cluster ID from mapper to reducer. Previously,
whole Cluster Info as formatted s`tring was being sent.
Also removed the implicit assumption of Combiner runs only once approach and the code is modified
accordingly so that it won't create a bug when combiner runs zero or more than once.
        Summary: Improving speed of KMeans  (was: r)

> Improving speed of KMeans
> -------------------------
>
>                 Key: MAHOUT-99
>                 URL: https://issues.apache.org/jira/browse/MAHOUT-99
>             Project: Mahout
>          Issue Type: Improvement
>          Components: Clustering
>            Reporter: Pallavi Palleti
>
> Improved the speed of KMeans by passing only cluster ID from mapper to reducer. Previously,
whole Cluster Info as formatted s`tring was being sent.
> Also removed the implicit assumption of Combiner runs only once approach and the code
is modified accordingly so that it won't create a bug when combiner runs zero or more than
once.

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