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https://issues.apache.org/jira/browse/CASSANDRA-7282?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14103866#comment-14103866
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Joshua McKenzie commented on CASSANDRA-7282:
--------------------------------------------

Some interesting results on the 
[99.9th|http://riptano.github.io/cassandra_performance/graph_v3/graph.html?stats=stats.7282.defaults.json&metric=99.9th_latency&operation=1_write&smoothing=1&show_aggregates=true&xmin=0&xmax=688.16&ymin=0&ymax=1600]
 and 
[max|http://riptano.github.io/cassandra_performance/graph_v3/graph.html?stats=stats.7282.defaults.json&metric=max_latency&operation=1_write&smoothing=1&show_aggregates=true&xmin=0&xmax=688.16&ymin=0&ymax=3000]
 on write latency.  While their aggregated values look better on the new 
non-blocking hashordered map there look to be more outliers.  Any ideas on why 
that might be [~benedict]?  95th and 99th shows pretty [marked 
improvement|http://riptano.github.io/cassandra_performance/graph_v3/graph.html?stats=stats.7282.defaults.json&metric=99th_latency&operation=1_write&smoothing=1&show_aggregates=true&xmin=0&xmax=688.16&ymin=0&ymax=140]
 so the differential looks to be on the extremes only.

Either way - I'll be very interested to see the results of the test w/memtable 
and row size changes.

> Faster Memtable map
> -------------------
>
>                 Key: CASSANDRA-7282
>                 URL: https://issues.apache.org/jira/browse/CASSANDRA-7282
>             Project: Cassandra
>          Issue Type: Improvement
>          Components: Core
>            Reporter: Benedict
>            Assignee: Benedict
>              Labels: performance
>             Fix For: 3.0
>
>
> Currently we maintain a ConcurrentSkipLastMap of DecoratedKey -> Partition in 
> our memtables. Maintaining this is an O(lg(n)) operation; since the vast 
> majority of users use a hash partitioner, it occurs to me we could maintain a 
> hybrid ordered list / hash map. The list would impose the normal order on the 
> collection, but a hash index would live alongside as part of the same data 
> structure, simply mapping into the list and permitting O(1) lookups and 
> inserts.
> I've chosen to implement this initial version as a linked-list node per item, 
> but we can optimise this in future by storing fatter nodes that permit a 
> cache-line's worth of hashes to be checked at once,  further reducing the 
> constant factor costs for lookups.



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