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https://issues.apache.org/jira/browse/SPARK-3980?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Jarred Li updated SPARK-3980:
-----------------------------
Description:
I run 4 workes in AWS (c3.xlarge), 4g memory for executor, 85,331,846 edges
from(http://socialcomputing.asu.edu/uploads/1296759055/Twitter-dataset.zip).
For PageRank algorithm, the job can not be completed within 7 hours. For small
dataset with 5,000,000
edges(http://socialcomputing.asu.edu/uploads/1296591553/Last.fm-dataset.zip)
, the job can be completed within 16 seconds.
was:I run 4 workes in AWS (c3.xlarge), 4g memory for executor, 85,331,846
edges
from(http://socialcomputing.asu.edu/uploads/1296759055/Twitter-dataset.zip).
For PageRank algorithm, the job can not be completed within 7 hours.
> GraphX Performance Issue
> ------------------------
>
> Key: SPARK-3980
> URL: https://issues.apache.org/jira/browse/SPARK-3980
> Project: Spark
> Issue Type: Bug
> Components: GraphX
> Affects Versions: 1.1.0
> Reporter: Jarred Li
>
> I run 4 workes in AWS (c3.xlarge), 4g memory for executor, 85,331,846 edges
> from(http://socialcomputing.asu.edu/uploads/1296759055/Twitter-dataset.zip).
> For PageRank algorithm, the job can not be completed within 7 hours. For
> small dataset with 5,000,000
> edges(http://socialcomputing.asu.edu/uploads/1296591553/Last.fm-dataset.zip)
> , the job can be completed within 16 seconds.
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