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Posted to issues@spark.apache.org by "Joseph K. Bradley (JIRA)" <ji...@apache.org> on 2015/07/28 05:08:05 UTC
[jira] [Assigned] (SPARK-5561) Generalize PeriodicGraphCheckpointer
for RDDs
[ https://issues.apache.org/jira/browse/SPARK-5561?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Joseph K. Bradley reassigned SPARK-5561:
----------------------------------------
Assignee: Joseph K. Bradley
> Generalize PeriodicGraphCheckpointer for RDDs
> ---------------------------------------------
>
> Key: SPARK-5561
> URL: https://issues.apache.org/jira/browse/SPARK-5561
> Project: Spark
> Issue Type: Improvement
> Components: GraphX, MLlib, Spark Core
> Affects Versions: 1.3.0
> Reporter: Joseph K. Bradley
> Assignee: Joseph K. Bradley
>
> PeriodicGraphCheckpointer was introduced for Latent Dirichlet Allocation (LDA), but it could be generalized to work with both Graphs and RDDs. It should be generalized and moved out of MLlib.
> (For those who are not familiar with it, it tries to automatically handle persisting/unpersisting and checkpointing/removing checkpoint files in a lineage of Graphs.)
> A generalized version might be immediately useful for:
> * RandomForest
> * Streaming
> * GLMs
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