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Posted to issues@spark.apache.org by "Apache Spark (JIRA)" <ji...@apache.org> on 2015/08/04 19:17:05 UTC
[jira] [Assigned] (SPARK-9540) Optimize PrefixSpan implementation
[ https://issues.apache.org/jira/browse/SPARK-9540?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Apache Spark reassigned SPARK-9540:
-----------------------------------
Assignee: Apache Spark (was: Xiangrui Meng)
> Optimize PrefixSpan implementation
> ----------------------------------
>
> Key: SPARK-9540
> URL: https://issues.apache.org/jira/browse/SPARK-9540
> Project: Spark
> Issue Type: Improvement
> Components: MLlib
> Affects Versions: 1.5.0
> Reporter: Xiangrui Meng
> Assignee: Apache Spark
> Priority: Critical
>
> Current `PrefixSpan` implementation contains some major issues:
> 1. We should expand the prefix by one item at a time instead of by one itemset.
> 2. Some set operations should be changed to array operations, which should be more efficient.
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