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Least Square based Curve Fitting in Internet Access Traffic Sharing in Two Operator Environment

by Diwakar Shukla, Kapil Verma, Sharad Gangele
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 43 - Number 12
Year of Publication: 2012
Authors: Diwakar Shukla, Kapil Verma, Sharad Gangele
10.5120/6157-8553

Diwakar Shukla, Kapil Verma, Sharad Gangele . Least Square based Curve Fitting in Internet Access Traffic Sharing in Two Operator Environment. International Journal of Computer Applications. 43, 12 ( April 2012), 26-32. DOI=10.5120/6157-8553

@article{ 10.5120/6157-8553,
author = { Diwakar Shukla, Kapil Verma, Sharad Gangele },
title = { Least Square based Curve Fitting in Internet Access Traffic Sharing in Two Operator Environment },
journal = { International Journal of Computer Applications },
issue_date = { April 2012 },
volume = { 43 },
number = { 12 },
month = { April },
year = { 2012 },
issn = { 0975-8887 },
pages = { 26-32 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume43/number12/6157-8553/ },
doi = { 10.5120/6157-8553 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:33:14.226644+05:30
%A Diwakar Shukla
%A Kapil Verma
%A Sharad Gangele
%T Least Square based Curve Fitting in Internet Access Traffic Sharing in Two Operator Environment
%J International Journal of Computer Applications
%@ 0975-8887
%V 43
%N 12
%P 26-32
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

In Internet service market, at many places the competition occurs among internet service providers. The network suffers from congestion and users have priority to prefer that network having lowest congestion. During the repeated connecting attempt process the user has to maintain call-by-call effort. In this paper Markov chain model is used to establish a relationship between internet access traffic sharing and blocking probability of the network. The model based relationship has been simplified into the linear relationship. The accuracy of the fitting is examined through coefficient of determination. This process has eased up the multiple parameter based complicated relationship into a much simplified form. An average linear relationship is predicted for handy applications.

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Index Terms

Computer Science
Information Sciences

Keywords

User Behavior Transition Probability Matrix (tpm) Markov Chain Model (mcm) Coefficient Of Determination (cod) Confidence Interval

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