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https://issues.apache.org/jira/browse/CASSANDRA-3943?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13214808#comment-13214808
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Brandon Williams commented on CASSANDRA-3943:
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bq. As the no of nodes in cluster goes increasing, size of each sstable loaded 
to cassandra node decreases

This is unavoidable, since the sstable now contains more ranges that belong to 
specific replica ranges in the ring.

bq. Such small size sstables take too much time to compact (minor compaction)

Assuming SizeTieredStrategy, increasing the maximum threshold may help this to 
some degree, so that the nodes compact more tiny sstables at a time.

bq. Is there any solution to this in existing versions or are you fixing this 
in future version?

I'm open to ideas, but have no plans as there is no clear solution.
                
> Too many small size sstables after loading data using sstableloader or 
> BulkOutputFormat increases compaction time.
> ------------------------------------------------------------------------------------------------------------------
>
>                 Key: CASSANDRA-3943
>                 URL: https://issues.apache.org/jira/browse/CASSANDRA-3943
>             Project: Cassandra
>          Issue Type: Improvement
>          Components: Hadoop, Tools
>    Affects Versions: 0.8.2, 1.1.0
>            Reporter: Samarth Gahire
>            Assignee: Brandon Williams
>            Priority: Minor
>              Labels: bulkloader, hadoop, sstableloader, streaming, tools
>   Original Estimate: 168h
>  Remaining Estimate: 168h
>
> When we create sstables using SimpleUnsortedWriter or BulkOutputFormat,the 
> size of sstables created is around the buffer size provided.
> But After loading , sstables created in the cluster nodes are of size around
> {code}( (sstable_size_before_loading) * replication_factor ) / 
> No_Of_Nodes_In_Cluster{code}
> As the no of nodes in cluster goes increasing, size of each sstable loaded to 
> cassandra node decreases.Such small size sstables take too much time to 
> compact (minor compaction) as compare to relatively large size sstables.
> One solution that we have tried is to increase the buffer size while 
> generating sstables.But as we increase the buffer size ,time taken to 
> generate sstables increases.Is there any solution to this in existing 
> versions or are you fixing this in future version?

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