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https://issues.apache.org/jira/browse/HBASE-14383?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14876121#comment-14876121
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Andrew Purtell commented on HBASE-14383:
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A couple of suggestions above to dynamically set maxlogs. I concur. Then,
there's little (or no) point then to leave it be something a user can set to a
fixed value. Remove it. One config knob down thanks to autotuning, a ton more
to go. (smile)
> Compaction improvements
> -----------------------
>
> Key: HBASE-14383
> URL: https://issues.apache.org/jira/browse/HBASE-14383
> Project: HBase
> Issue Type: Improvement
> Reporter: Vladimir Rodionov
> Assignee: Vladimir Rodionov
> Fix For: 2.0.0
>
>
> Still major issue in many production environments. The general recommendation
> - disabling region splitting and major compactions to reduce unpredictable
> IO/CPU spikes, especially during peak times and running them manually during
> off peak times. Still do not resolve the issues completely.
> h3. Flush storms
> * rolling WAL events across cluster can be highly correlated, hence flushing
> memstores, hence triggering minor compactions, that can be promoted to major
> ones. These events are highly correlated in time if there is a balanced
> write-load on the regions in a table.
> * the same is true for memstore flushing due to periodic memstore flusher
> operation.
> Both above may produce *flush storms* which are as bad as *compaction
> storms*.
> What can be done here. We can spread these events over time by randomizing
> (with jitter) several config options:
> # hbase.regionserver.optionalcacheflushinterval
> # hbase.regionserver.flush.per.changes
> # hbase.regionserver.maxlogs
> h3. ExploringCompactionPolicy max compaction size
> One more optimization can be added to ExploringCompactionPolicy. To limit
> size of a compaction there is a config parameter one could use
> hbase.hstore.compaction.max.size. It would be nice to have two separate
> limits: for peak and off peak hours.
> h3. ExploringCompactionPolicy selection evaluation algorithm
> Too simple? Selection with more files always wins, selection of smaller size
> wins if number of files is the same.
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