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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.

References
  1. Medhi, J. (1991): Stochastic models in queuing theory, Academic Press Professional, Inc. , San Diego, CA.
  2. Medhi, J. (1992): Stochastic Processes, Ed. 4, Wiley Eastern Limited (Fourth reprint), New Delhi.
  3. Chen, D. X. and Mark, J. W. (1993): A fast packet switch shared concentration and output queuing, IEEE Transactions on Networking, vol. 1, no. 1, pp. 142-151.
  4. Hambali, H. and Ramani, A. K. , (2002): A performance study of at multicast switch with different traffics, Malaysian Journal of Computer Science. Vol. 15, Issue No. 02, Pp. 34-42.
  5. Naldi, M. (2002): Internet access traffic sharing in a multi-user environment, Computer Networks. Vol. 38, pp. 809-824.
  6. Newby, M. and Dagg, R. (2002): Optical inspection and maintenance for stochastically deteriorating systems: average cost criteria, Jour. Ind. Statistical Associations. Vol. 40, Issue No. 02, pp. 169-198.
  7. Francini, A. and Chiussi, F. M. (2002): Providing QoS guarantees to unicast and multicast flows in multistage packet switches, IEEE Selected Areas in Communications, vol. 20, no. 8, pp. 1589-1601.
  9. Dorea, C. C. Y. , Cruz and Rojas, J. A. (2004): Approximation results for non-homogeneous Markov chains and some applications, Sankhya. Vol. 66, Issue No. 02, pp. 243-252.
  10. Paxson, Vern, (2004): Experiences with internet traffic measurement and analysis, ICSI Center for Internet Research International Computer Science Institute and Lawrence Berkeley National Laboratory.
  11. Yeian, C. and Lygeres, J. (2005): Stabilization of class of stochastic differential equations with Markovian switching, System and Control Letters. Issue 09, pp. 819-833.
  12. Shukla, D. , Gadewar, S. and Pathak, R. K. (2007 a): A stochastic model for space division switches in computer networks, International Journal of Applied Mathematics and Computation, Elsevier Journals, Vol. 184, Issue No. 02, pp235-269.
  13. Shukla, D. and Thakur, Sanjay, (2007 b) Crime based user analysis in internet traffic sharing under cyber crime, Proceedings of National Conference on Network Security and Management (NCSM-07), pp. 155-165, 2007.
  14. Shukla, D. , Virendra Tiwari, M. Tiwari and Sanjay Thakur [2007 c]: Rest State analysis of Internet traffic distribution in multi-operator environment published in the Journal of management Information Technology (JMIT-09), Vol. 1, pp. 72-82
  15. Agarwal, Rinkle and Kaur, Lakhwinder (2008): On reliability analysis of fault-tolerant multistage interconnection networks, International Journal of Computer Science and Security (IJCSS) Vol. 02, Issue No. 04, pp. 1-8.
  16. Shukla, D. , Tiwari, Virendra, Thakur, S. and Deshmukh, A. (2009 a):Share loss analysis of internet traffic distribution in computer networks, International Journal of Computer Science and Security (IJCSS), Malaysia, Vol. 03, issue No. 05, pp. 414-426.
  17. Shukla, D. , Tiwari, Virendra, Thakur, S. and Tiwari, M. (2009 b) :A comparison of methods for internet traffic sharing in computer network, International Journal of Advanced Networking and Applications (IJANA). Vol. 01, Issue No. 03, pp. 164-169.
  18. Shukla, D. , Tiwari, V. and Kareem, Abdul, (2009 c) All comparison analysis in internet traffic sharing using markov chain model in computer networks, Georgian Electronic Scientific Journal: Computer Science and Telecommunications. Vol. 06, Issue No. 23, pp. 108-115.
  19. Shukla, D, Tiwari, M. , Thakur, Sanjay and Tiwari, Virendra [2009 d]: Rest State Analysis in Internet Traffic Distribution in Multi-operator Environment, (GNIM's) Research Journal of Management and Information Technology, Vol. 1, No. 1, pp. 72-82.
  20. Shukla, D. and Thakur, Sanjay [2009 e]: Modeling of Behavior of Cyber Criminals When Two Internet Operators in Markets, Accepted for publication in ACCST Research Journal, Vol. VIII, No. 3, July, (2009).
  21. Shukla, D. , Jain Saurabh, Singhai Rahul and Agarwal R. K. [2009 f]: A Markov chain model for the analysis of round robin scheduling scheme, International Journal of Advanced Networking and Applications (IJANA), vol. 01, no. 01, pp. 01-07.
  22. Shukla, D. , Thakur S. and Deshmukh Arvind [2009 g]: State probability analysis of Internet traffic sharing in computer network, International Journal of Advanced Networking and Applications (IJANA), vol. 1, issue 1, pp. 90-95.
  23. Shukla, D. , Tiwari, Virendra, and Thakur, S. (2010 a): Effects of disconnectivity analysis for congestion control in internet traffic sharing, National Conference on Research and Development Trends in ICT (RDTICT-2010), Lucknow University, Lucknow.
  24. Shukla, D. , Gangele, Sharad and Verma, Kapil, (2010 b): Internet traffic sharing under multi-market situations, Published in Proceedings of 2nd National conference on Software Engineering and Information Security, Acropolis Institute of Technology and Research, Indore, MP, (Dec. 23-24,2010), pp 49-55.
  25. Shukla, D. , and Thakur, S. (2010 c): Stochastic Analysis of Marketing Strategies in internet Traffic, INTERSTAT (June 2010).
  26. Shukla, D. , Tiwari, V. , and Thakur, S. , (2010 d): Cyber Crime Analysis for Multi-dimensional Effect in Computer Network, Journal of Global Research in Computer Science(JGRCS), Vol. 01, Issue 04, pp. 31-36.
  27. Shukla, D. , Tiwari V. and Thakur S. [2010 e]: User behavior Based Probability Analysis of Internet Traffic Distribution in Two market in Computer Networks, Kalpagam Journal of Cambridge Studies (KJCS)
  28. Shukla, D. , Tiwari V. and Thakur S. [2010 f]: Performance Analysis for Two Call Attempt of rest State Based Traffic Network, International Journal of Advanced Networking and Application (IJANA)
  29. Shukla, D. and Thakur, Sanjay
  30. : Index based Internet traffic sharing analysis of users by a Markov chain probability model. , Karpagam Journal of Computer Science, vol. 4, no. 3, pp. 1539-1545.
  32. . Shukla, D. , Tiwari, V. , Thakur, S. and Deshmukh, A. K. [2010 a]: Two call based analysis of internet traffic sharing, International Journal of Computer and Engineering (IJCE), Vol. 1, No. 1, pp. 14-24.
  33. Shukla, D. and Singhai, Rahul [2010 b]: Traffic analysis of message flow in three cross-bar architecture in space division switches, Karpagam Journal of Computer Science, vol. 4, no. 3, pp. 1560-1569.
  34. Shukla, D. , Thakur, Sanjay and Tiwari, Virendra [2010 c]: Stochastic modeling of Internet traffic management, International Journal of the Computer the Internet and Management, Vol. 18, no. 2 pp. 48-54.
  35. Shukla, D. , Tiwari, Virendra and Thakur, Sanjay [2010 d]: Cyber crime analysis for multi-dimensional effect in computer network, Journal of Global Research in Computer Science, Vol. 1, no. 4. pp. 14-21.
  36. Shukla, D. and Thakur, Sanjay [2010 e ]: Iso-share Analysis of Internet Traffic Sharing in Presence of Favoured Disconnectivity, GESJ: Computer Science and Telecommunications, 4(27), pp. 16-22.
  37. Shukla, D. , Gangele, Sharad, Verma, Kapil and Singh, Pankaja (2011 a): Elasticity of Internet Traffic Distribution Computer Network in two Market Environment, Journal of Global research in Computer Science (JGRCS) Vol. 2, No. 6, pp. 6-12.
  38. Shukla, D. , Gangele, Sharad, Verma, Kapil and Singh, Pankaja (2011 b): Elasticities and Index Analysis of Usual Internet Browser share Problem, International Journal of Advanced Research in Computer Science (IJARCS),Vol. 02, No. 04, pp. 473-478.
  39. Shukla, D. , Gangele, Sharad, Verma, Kapil and Thakur, Sanjay, (2011 c): A Study on Index Based Analysis of Users of Internet Traffic Sharing in Computer Networking, World Applied Programming (WAP), Vol. 01, No. 04, pp. 278-287.
  40. Shukla, D. , Tiwari, Virendra and Thakur, Sanjay
  41. Analysis of Internet Traffic Distribution for User Behavior Based Probability in Two Market Environment, International Journal of Computer Application (IJCA), Vol. 30, Issue No. 08. pp. 44-51.
  42. Shukla, D. , Gangele, Sharad, Singhai, Rahul and Verma, Kapil, (2011 d): Elasticity Analysis of Web Browsing Behavior of Users, International Journal of Advanced Networking and Applications (IJANA), Vol. 03, No. 03, pp. 1162-1168.
  43. Shukla, D. , Verma, Kapil and Gangele, Sharad, (2011 e): Re-Attempt Connectivity to Internet Analysis of User by Markov Chain Model, International Journal of Research in Computer Application and Management (IJRCM) Vol. 01, Issue No. 09, pp. 94-99.
  44. Shukla, D. , Gangele, Sharad, Verma, Kapil and Trivedi, Manish, (2011 f): Elasticity variation under Rest State Environment In case of Internet Traffic Sharing in Computer Network, International Journal of Computer Technology and Application (IJCTA) Vol. 02, Issue No. 06, pp. 2052-2060.
  45. Shukla, D. , Gangele, Sharad, Verma, Kapil and Trivedi, Manish,
  46. : Two-Call Based Cyber Crime Elasticity Analysis of Internet Traffic Sharing In Computer Network, International Journal of Computer Application (IJCA) Vol. 02, Issue 01, pp. 27-38.
  47. Shukla, D. , Singhai, Rahul
  48. : Analysis of User Web Browsing Using Markov chain Model, International Journal of Advanced Networking and Application (IJANA), Vol. 02, Issue No. 05, pp. 824-830.
  49. Shukla, D. , Verma, Kapil and Gangele, Sharad,
  50. : Iso-Failure in Web Browsing using Markov chain model and Curve Fitting Analysis, International Journal of Modern Engineering Research (IJMER), Vol. 02, Issue 02, pp. 512-517.
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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