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https://issues.apache.org/jira/browse/CASSANDRA-2597?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13038201#comment-13038201
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Hudson commented on CASSANDRA-2597:
-----------------------------------

Integrated in Cassandra-0.8 #128 (See 
[https://builds.apache.org/hudson/job/Cassandra-0.8/128/])
    Simplify FD/DES calculations.
Patch by Paul Cannon, reviewed by brandonwilliams for CASSANDRA-2597

brandonwilliams : 
http://svn.apache.org/viewcvs.cgi/?root=Apache-SVN&view=rev&rev=1126682
Files : 
* 
/cassandra/branches/cassandra-0.8/src/java/org/apache/cassandra/gms/FailureDetector.java
* 
/cassandra/branches/cassandra-0.8/src/java/org/apache/cassandra/locator/DynamicEndpointSnitch.java


> inconsistent implementation of 'cumulative distribution function' for 
> Exponential Distribution
> ----------------------------------------------------------------------------------------------
>
>                 Key: CASSANDRA-2597
>                 URL: https://issues.apache.org/jira/browse/CASSANDRA-2597
>             Project: Cassandra
>          Issue Type: Bug
>          Components: Core
>            Reporter: Jonathan Ellis
>            Assignee: paul cannon
>            Priority: Minor
>             Fix For: 0.8.1
>
>         Attachments: 0001-simplify-failure-detection-calculations.txt
>
>
> As reported on the mailing list 
> (http://mail-archives.apache.org/mod_mbox/cassandra-dev/201104.mbox/%[email protected]%3E),
> {quote}
> I just found there are two implementations of 'cumulative distribution
> function' for Exponential Distribution and there are inconsistent :
> *FailureDetector*
> {code:java}
> org.apache.cassandra.gms.ArrivalWindow.p(double)
>    double p(double t)
>    {
>        double mean = mean();
>        double exponent = (-1)*(t)/mean;
>        return *Math.pow(Math.E, exponent)*;
>    }
> {code}
> *DynamicEndpointSnitch*
> {code:java}
> org.apache.cassandra.locator.AdaptiveLatencyTracker.p(double)
>    double p(double t)
>    {
>        double mean = mean();
>        double exponent = (-1) * (t) / mean;
>        return *1 - Math.pow( Math.E, exponent);*
>    }
> {code}
> According to the  Exponential Distribution cumulative distribution function
> definition<http://en.wikipedia.org/wiki/Exponential_distribution#Cumulative_distribution_function>,
> the later one is correct
> {quote}
> ... however FailureDetector has been working as advertised for some time now. 
>  Does this mean the Snitch version is actually wrong?

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