Re: [bmwg] Mean vs Median
Paul Emmerich <emmericp@net.in.tum.de> Mon, 09 November 2015 17:40 UTC
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From: Paul Emmerich <emmericp@net.in.tum.de>
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Date: Mon, 09 Nov 2015 18:40:33 +0100
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Subject: Re: [bmwg] Mean vs Median
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Hi, On 03.11.15 09:45, Stenio Fernandes wrote: > a word of caution here... a number of phenomena in computer networks > follows a heavy-tailed probability distribution function, which means > that there is a non-negligible probability that a random variable will > take huge values. these values might be erroneously considered as outliers. this is a really important point. I have benchmarked software where the 99th percentile of the latency is twice the average/median and the 99.9th percentile ten times the average/median. This is an important performance characteristic for latency-sensitive applications that isn't captured by taking just 20 measurements. So I'd really like to see a standard that calls for thousands of latency measurements to capture this properly. You can also get interesting insights into a black-box device by looking at histograms/probability density functions. For example, you can figure out if the device processes packets in batches, estimate the batch size, figure out at which rates interrupt moderation algorithms change etc. (This is, of course, not really a performance metric, just an interesting insight.) Paul -- Paul Emmerich Technical University of Munich (TUM) Department of Informatics Chair for Network Architectures and Services
- [bmwg] Mean vs Median GEORGESCU LIVIU MARIUS
- Re: [bmwg] Mean vs Median Stenio Fernandes
- Re: [bmwg] Mean vs Median GEORGESCU LIVIU MARIUS
- Re: [bmwg] Mean vs Median Stenio Fernandes
- Re: [bmwg] Mean vs Median Paul Emmerich
- Re: [bmwg] Mean vs Median Marius Georgescu
- Re: [bmwg] Mean vs Median MORTON, ALFRED C (AL)
- Re: [bmwg] Mean vs Median Marius Georgescu
- Re: [bmwg] Mean vs Median MORTON, ALFRED C (AL)
- Re: [bmwg] Mean vs Median Marius Georgescu
- Re: [bmwg] Mean vs Median Paul Emmerich
- Re: [bmwg] Mean vs Median Paul Emmerich
- Re: [bmwg] Mean vs Median Stenio Fernandes
- Re: [bmwg] Mean vs Median Marius Georgescu
- Re: [bmwg] Mean vs Median Marius Georgescu
- Re: [bmwg] Mean vs Median Paul Emmerich
- Re: [bmwg] Mean vs Median Paul Emmerich
- Re: [bmwg] Mean vs Median Marius Georgescu
- Re: [bmwg] Mean vs Median Paul Emmerich
- Re: [bmwg] Mean vs Median MORTON, ALFRED C (AL)
- Re: [bmwg] Mean vs Median Marius Georgescu
- Re: [bmwg] Mean vs Median Marius Georgescu
- Re: [bmwg] Mean vs Median Stenio Fernandes