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https://issues.apache.org/jira/browse/HBASE-20188?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16446035#comment-16446035
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Anoop Sam John commented on HBASE-20188:
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We can have sub tasks for write perf issue and read perf issue.
Just adding some more note on the write only case perf issue.
1. It is very clear that (in my test setup) the flush op taking much more time 
now and that in turn affects the write perf also.
2. When we avoid the flush part (temp I changed the flush to just take one row 
and write that only), the 2.0 perf is just half of that of the 1.4.  The main 
issue is the synchronized blocks in HRegion and Segment write path for updating 
the memstore size.  I did an immediate patch to avoid this synchronized  and 
that makes the perf almost similar to that of 1.4.  We should open a sub task 
for that alone.

> [TESTING] Performance
> ---------------------
>
>                 Key: HBASE-20188
>                 URL: https://issues.apache.org/jira/browse/HBASE-20188
>             Project: HBase
>          Issue Type: Umbrella
>          Components: Performance
>            Reporter: stack
>            Assignee: stack
>            Priority: Blocker
>             Fix For: 2.0.0
>
>         Attachments: CAM-CONFIG-V01.patch, HBASE-20188-xac.sh, 
> HBASE-20188.sh, HBase 2.0 performance evaluation - 8GB(1).pdf, HBase 2.0 
> performance evaluation - 8GB.pdf, HBase 2.0 performance evaluation - Basic vs 
> None_ system settings.pdf, ITBLL2.5B_1.2.7vs2.0.0_cpu.png, 
> ITBLL2.5B_1.2.7vs2.0.0_gctime.png, ITBLL2.5B_1.2.7vs2.0.0_iops.png, 
> ITBLL2.5B_1.2.7vs2.0.0_load.png, ITBLL2.5B_1.2.7vs2.0.0_memheap.png, 
> ITBLL2.5B_1.2.7vs2.0.0_memstore.png, ITBLL2.5B_1.2.7vs2.0.0_ops.png, 
> ITBLL2.5B_1.2.7vs2.0.0_ops_NOT_summing_regions.png, YCSB_CPU.png, 
> YCSB_GC_TIME.png, YCSB_IN_MEMORY_COMPACTION=NONE.ops.png, YCSB_MEMSTORE.png, 
> YCSB_OPs.png, YCSB_in-memory-compaction=NONE.ops.png, YCSB_load.png, 
> flamegraph-1072.1.svg, flamegraph-1072.2.svg, hbase-env.sh, hbase-site.xml, 
> hbase-site.xml, hits.png, hits_with_fp_scheduler.png, 
> lock.127.workloadc.20180402T200918Z.svg, 
> lock.2.memsize2.c.20180403T160257Z.svg, perregion.png, run_ycsb.sh, 
> total.png, tree.txt, workloadx, workloadx
>
>
> How does 2.0.0 compare to old versions? Is it faster, slower? There is rumor 
> that it is much slower, that the problem is the asyncwal writing. Does 
> in-memory compaction slow us down or speed us up? What happens when you 
> enable offheaping?
> Keep notes here in this umbrella issue. Need to be able to say something 
> about perf when 2.0.0 ships.



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