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Generating a function for network delay.

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Title: Generating a function for network delay.
Authors: Sukhov, A. M.1 amskh@yandex.ru, Astrakhantseva, M. A.2 mariia.astrakhantceva@hslu.ch, Pervitsky, A. K.1 pervitskiy.alex@mail.ru, Boldyrev, S. S.1 seargeb@gmail.com, Bukatov, A. A.3 baa@sfedu.ru
Source: Journal of High Speed Networks. 2016, Vol. 22 Issue 4, p321-333. 13p.
Subjects: Computer network design & construction, Delay-tolerant networks, Acquisition of data, Pearson correlation (Statistics), Data distribution
Abstract: This article is devoted to the search for a generating function for network delay simulation. We justify the choice of the measurement system used to collect delay data with microsecond accuracy. Experimental data are employed in order to form a hypothesis regarding the exponential type of delay. The paper is restricted to the study of the simplest two cases: the linear and quadratic dependence of the delay distribution function. The application of the Pearson criterion led to the conclusion that an exponential distribution can be used to describe network delay, but is valid only for small periods from 10 to 30 minutes. We also justify the expression for the distribution function and generating function for further theoretical and experimental calculations. [ABSTRACT FROM AUTHOR]
Copyright of Journal of High Speed Networks is the property of Sage Publications Inc. and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
Database: Engineering Source
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  Data: This article is devoted to the search for a generating function for network delay simulation. We justify the choice of the measurement system used to collect delay data with microsecond accuracy. Experimental data are employed in order to form a hypothesis regarding the exponential type of delay. The paper is restricted to the study of the simplest two cases: the linear and quadratic dependence of the delay distribution function. The application of the Pearson criterion led to the conclusion that an exponential distribution can be used to describe network delay, but is valid only for small periods from 10 to 30 minutes. We also justify the expression for the distribution function and generating function for further theoretical and experimental calculations. [ABSTRACT FROM AUTHOR]
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  Data: <i>Copyright of Journal of High Speed Networks is the property of Sage Publications Inc. and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
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        Value: 10.3233/JHS-160552
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        Text: English
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      – SubjectFull: Delay-tolerant networks
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      – SubjectFull: Acquisition of data
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      – SubjectFull: Pearson correlation (Statistics)
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      – SubjectFull: Data distribution
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              Text: 2016
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