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https://issues.apache.org/jira/browse/SPARK-6235?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16997798#comment-16997798
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Samuel Shepard commented on SPARK-6235:
---------------------------------------

[~irashid] I meant the former (task result > 2G) as best I understand the 
architecture. Is there a different Jira for the ML library, since it affects 
PCA, that would be more appropriate?

Thanks for the suggestions. Spark is a beautiful system with a lot of kind 
effort put into it. Computational biology has huge feature spaces all over the 
place. The two could really work well together, I think. This issue feels like 
some sort of left over from 32-bit Java, cramping Spark's style. :(

> Address various 2G limits
> -------------------------
>
>                 Key: SPARK-6235
>                 URL: https://issues.apache.org/jira/browse/SPARK-6235
>             Project: Spark
>          Issue Type: Umbrella
>          Components: Shuffle, Spark Core
>            Reporter: Reynold Xin
>            Priority: Major
>             Fix For: 2.4.0
>
>         Attachments: SPARK-6235_Design_V0.02.pdf
>
>
> An umbrella ticket to track the various 2G limit we have in Spark, due to the 
> use of byte arrays and ByteBuffers.



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