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Posted to issues@spark.apache.org by "Apache Spark (JIRA)" <ji...@apache.org> on 2016/11/01 15:01:58 UTC

[jira] [Assigned] (SPARK-18196) Optimise CompactBuffer implementation

     [ https://issues.apache.org/jira/browse/SPARK-18196?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Apache Spark reassigned SPARK-18196:
------------------------------------

    Assignee: Apache Spark

> Optimise CompactBuffer implementation
> -------------------------------------
>
>                 Key: SPARK-18196
>                 URL: https://issues.apache.org/jira/browse/SPARK-18196
>             Project: Spark
>          Issue Type: Improvement
>          Components: Spark Core
>    Affects Versions: 1.6.2, 2.0.1
>            Reporter: Adam Roberts
>            Assignee: Apache Spark
>            Priority: Minor
>
> This change slightly increases the class footprint (8 bytes on IBM Java, 12 bytes on OpenJDK and Oracle's) but we've observed a 4% performance on PageRank using HiBench large with this change, so a worthy trade-off IMO
> This results in a shorter path length for the JIT as a result of less if else statements
> Config used on HiBench
> spark.executor.memory  25G
> spark.driver.memory    4G
> spark.serializer        org.apache.spark.serializer.KryoSerializer  



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