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https://issues.apache.org/jira/browse/CASSANDRA-15452?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17910867#comment-17910867
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Jon Haddad commented on CASSANDRA-15452:
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Stopping the load test, busting the page cache, and running upgradesstables -a 
to force a bunch of compaction activity, here's what I'm seeing.  cassandra2, 
(10.0.2.171) has roughly twice the read throughput as the other 2 nodes, while 
using 1/3 of the IOPS:

 

!image-2025-01-07-16-56-12-853.png|width=598,height=146!

!image-2025-01-07-16-57-29-134.png|width=613,height=191!

> Improve disk access patterns during compaction and range reads
> --------------------------------------------------------------
>
>                 Key: CASSANDRA-15452
>                 URL: https://issues.apache.org/jira/browse/CASSANDRA-15452
>             Project: Apache Cassandra
>          Issue Type: Improvement
>          Components: Legacy/Local Write-Read Paths, Local/Compaction
>            Reporter: Jon Haddad
>            Assignee: Jordan West
>            Priority: Normal
>             Fix For: 4.1.x, 5.0.x, 5.x
>
>         Attachments: everyfs.txt, image-2024-11-22-16-17-23-194.png, 
> image-2025-01-07-16-04-23-909.png, image-2025-01-07-16-56-12-853.png, 
> image-2025-01-07-16-57-29-134.png, iostat-5.0-head.output, 
> iostat-5.0-patched.output, iostat-ebs-15452.png, iostat-ebs-head.png, 
> iostat-instance-15452.png, iostat-instance-head.png, results.txt, 
> screenshot-1.png, screenshot-2.png, screenshot-3.png, screenshot-4.png, 
> screenshot-5.png, screenshot-6.png, sequential.fio, throughput-1.png, 
> throughput.png
>
>          Time Spent: 4h 10m
>  Remaining Estimate: 0h
>
> On read heavy workloads Cassandra performs much better when using a low read 
> ahead setting.   In my tests I've seen an 5x improvement in throughput and 
> more than a 50% reduction in latency.  However, I've also observed that it 
> can have a negative impact on compaction and streaming throughput. It 
> especially negatively impacts cloud environments where small reads incur high 
> costs in IOPS due to tiny requests.
>  # We should investigate using POSIX_FADV_DONTNEED on files we're compacting 
> to see if we can improve performance and reduce page faults. 
>  # This should be combined with an internal read ahead style buffer that 
> Cassandra manages, similar to a BufferedInputStream but with our own 
> machinery.  This buffer should read fairly large blocks of data off disk at 
> at time.  EBS, for example, allows 1 IOP to be up to 256KB.  A considerable 
> amount of time is spent in blocking I/O during compaction and streaming. 
> Reducing the frequency we read from disk should speed up all sequential I/O 
> operations.
>  # We can reduce system calls by buffering writes as well, but I think it 
> will have less of an impact than the reads



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