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https://issues.apache.org/jira/browse/APEXMALHAR-2223?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Chandni Singh reassigned APEXMALHAR-2223:
-----------------------------------------

    Assignee: Chandni Singh

> Managed state should parallelize WAL writes
> -------------------------------------------
>
>                 Key: APEXMALHAR-2223
>                 URL: https://issues.apache.org/jira/browse/APEXMALHAR-2223
>             Project: Apache Apex Malhar
>          Issue Type: Improvement
>    Affects Versions: 3.4.0
>            Reporter: Thomas Weise
>            Assignee: Chandni Singh
>
> Currently, data is accumulated in memory and written to the WAL on checkpoint 
> only. This causes a write spike on checkpoint and does not utilize the HDFS 
> write pipeline. The other extreme is writing to the WAL as soon as data 
> arrives and then only flush in beforeCheckpoint. The downside of this is that 
> when the same key is written many times, all duplicates will be in the WAL. 
> Need to find a balances approach, that the user can potentially fine tune. 



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