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https://issues.apache.org/jira/browse/CASSANDRA-13896?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16181041#comment-16181041
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Prince Nana Owusu Boateng commented on CASSANDRA-13896:
-------------------------------------------------------

Stress profile: $CASSANDRA_HOME/tools/bin/cassandra-stress user 
profile=$CASSANDRA_HOME/tools/cqlstress-insanity-example.yaml ops\(insert=1\) 
no-warmup cl=ONE duration=30m -mode native cql3 -pop 
dist=uniform\(1..2400000000\) -node 192.168.1.246 -rate threads=125 -errors 
ignore
Only change to cqlstress-insanity-example.yaml is selecting 
SizeTieredCompactionStrategy.

Cassandra.yaml used is the default cassandra yaml for 3.10 with the following 
changes: Concurrent_reads=1024; Concurrent_writes=32 Heap size= 64GB

Dataset used:  LZ4 compression; compression chunk size of 64KB; 2.8 million 
entries; Insanity data

> Improving Cassandra write performance  
> ---------------------------------------
>
>                 Key: CASSANDRA-13896
>                 URL: https://issues.apache.org/jira/browse/CASSANDRA-13896
>             Project: Cassandra
>          Issue Type: Improvement
>          Components: Local Write-Read Paths
>         Environment: Skylake server with 2 sockets, 192GB RAM, 3xPCIe SSDs
> OS: Centos 7.3 
> Java: Oracle JDK1.8.0_121
>            Reporter: Prince Nana Owusu Boateng
>              Labels: Performance
>             Fix For: 4.x
>
>         Attachments: Screen Shot 2017-09-22 at 11.22.43 AM.png, Screen Shot 
> 2017-09-22 at 3.31.09 PM.png
>
>
> During our Cassandra performance testing, we see high percentage of the CPU 
> spent in *org.apache.cassandra.utils.memory.SlabAllocator.allocate(int, 
> OpOrder Group) * method.  Appears to be high contention of the 
> *<nextFreeOffset>* atomic Integer in write workloads.   This structure is 
> used by the threads for keeping track of the region bytebuffer allocation.  
> When the contention appears, adding more clients, modifications of write 
> specific parameters does not change write throughput performance.  Attached 
> are the details of Java Flight Recorder (JFR), showing hot functions and also 
> performance results.   When we see this contention, we still have plenty of 
> CPU and throughput left ( *<20%*  Total average CPU utilization and  *<11%* 
> of the storage write total throughput).   This occurs on Cassandra 3.10.0-src 
> version using the Cassandra-Stress.
> Proposal:
> We will like to introduce a solution which eliminates the atomic operations 
> on the *<nextFreeOffset>* atomic Integer. This implementation will allow 
> concurrent allocation of bytebuffers without an atomic compareAndSet and 
> incrementAndGet operations. The solution is expected to increase overall 
> write performance while improving CPU utilization.



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