On Wednesday 05 December 2012 14:33:01 EBo did opine:

> On Dec 5 2012 9:03 AM, Kent A. Reed wrote:
> > On 12/5/2012 4:16 AM, EBo wrote:
> >> On Dec 4 2012 9:06 AM, Kent A. Reed wrote:
> >>> <...> If one is satisfied that the internal, latency-test approach
> >>> provides a reasonable metric, then it would be dead-simple to take
> >>> latency-test/latencyplot a step further, bin the results, and
> >>> derive
> >>> interesting measures from it. Like latency-test, one could provide
> >>> a
> >>> running tally of key measures or like the OSADL does for its
> >>> RT-Preempt,
> >>> one could draw histograms and analyze exhaustively on demand.
> >> 
> >> I'm not a statistician, but have been involved with some wicked cool
> >> statistical analysis projects in the distant past.  I wonder if
> >> there is
> >> anyone in the group who knows how to use R well enough to help
> >> design
> >> and set up a study to tease out various things like outliers, the
> >> spectral density, ... I am not sure what all, but that would be a
> >> formal
> >> way to get at what you are talking about.  The nice thing is that R
> >> might already have the nasty bits like sapa, quantspec, spectralGP,
> >> or
> >> possibly BaSAR.  I'm not realistically going to have the time to
> >> delve
> >> into this, but thought I would throw out the idea...
> >> 
> >>     EBo --
> > 
> > I love exploratory data analysis. Over the years it proved invaluable
> > first in my degree work (I owe my degree to it) and later in my
> > professional research. Fancy analysis---and R would be a great
> > tool---can come later, but always start with plots to get a feel for
> > the
> > problem at hand.
> > 
> > I'm shooting for a histogram plot by this weekend.

That data would be easier to collect if latencyloop could keep a log, hint 
hint. My b.max is now at 18 microseconds, s.max is about 15, but the 
averages are in the 5 range. 31xxx runtime now.
 
> Agreed.  Most people are surprised at just how much leverage you can
> get by just taking the mean.  Fancy or not, the questions I would like
> to see answered are:
> 
> *) what is the mean and std of the the latencies.
> 
> *) are there any outliers (blown constraints).  This could get fancy
> quick, but anything simple to start would be more than fine.
> 
> *) if there are any outliers are they grouped?  By how much are they
> off?  How often do they happen?  Again, these questions could get
> advanced quick, but your histogram should allow us to visually inspect
> the results and make an intuitive guess.
> 
>    EBo --
> 
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Cheers, Gene
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