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New Innovations in Performance Analysis of Computer Networks: A Review

A. A. Obiniyi, M. B. Soroyewun, M. M. Abur Published in Networks

New Innovations in Performance Analysis of Computer Networks: A Review
International Journal of Applied Information Systems
Year of Publication: 2014
© 2014 by IJAIS Journal
Series Volume 6 Number 8
Authors A. A. Obiniyi, M. B. Soroyewun, M. M. Abur
10.5120/ijais14-451085
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  1. A A Obiniyi, M B Soroyewun and M M Abur. Article: New Innovations in Performance Analysis of Computer Networks: A Review. International Journal of Applied Information Systems 6(8):1-10, February 2014. BibTeX

    @article{key:article,
	author = "A. A. Obiniyi and M. B. Soroyewun and M. M. Abur",
	title = "Article: New Innovations in Performance Analysis of Computer Networks: A Review",
	journal = "International Journal of Applied Information Systems",
	year = 2014,
	volume = 6,
	number = 8,
	pages = "1-10",
	month = "February",
	note = "Published by Foundation of Computer Science, New York, USA"
}

Abstract

Innovation is the application of new solutions that meet new requirements, inarticulate needs, or existing market needs. In the field of performance analysis of networks, new innovations are springing up which are focusing on converged networks (data, voice and video). Among the recent ones are both open source and commercial tools developed to improve and simplify performance analysis techniques vis-à-vis analytical modeling, simulation and measurements. In this paper, an attempt is made to consider the concept of performance analysis in general while focusing on computer networks. The three broad techniques currently being employed in performance analysis of computer networks are explored. The nature and the requisite skills for a performance analyst are enumerated. In addition, the performance metrics of computer networks are reviewed with available software tools for carrying out network performance analysis. Finally, the new innovations and future focus of performance analysis with emphasis on computer networks with a view to intimating new researchers in this field with requisite knowledge for a less stressful research endeavour is considered.

Reference

  1. http://www. josseybass. com/legacy/rossett/rossett/ what_is_pa. htm retrieved on 16th January, 2014
  2. http://cs. brown. edu/~rt/gdhandbook/chapters/networks. pdf retrieved on 16th January, 2014
  3. http://www. ece. drexel. edu/sethu/ECE-C632/ retrieved on 16th January, 2014
  4. Jain R. , Art of Computer Systems Performance Analysis Techniques for Experimental Design Measurements Simulation and Modeling. John Wiley & Sons, 1991, pp. 16 -25
  5. https://en. wikipedia. org/wiki/Computer_network retrieved on 16th January, 2014
  6. http://www. cs. purdue. edu/homes/park/cs422-intro-2-05s. pdf retrieved on 16th January, 2014
  7. http://staffweb. cms. gre. ac. uk/~pa10/ResMeth/network performance modelling. pdf retrieved on 16th January, 2014
  8. Deru M. and Torcellini P. (2005), Performance Metrics Research Project – Final Report, A Technical Report , retrieved from http://www. energyiq. lbl. gov , accessed January 16, 2014.
  9. Andreas Hanemann, Athanassios Liakopoulos, Maurizio Molina, D. Martin Swany, (2006) "A study on network performance metrics and their composition", Campus-Wide Information Systems, Vol. 23 Iss: 4, pp. 268 - 282
  10. Modeling & Performance Evaluation of Networks and Computer Systems, CS553 Course Note Slide, http://web. cs. wpi. edu/~claypool/courses/533-S04/ retrieved on 16th January, 2014
  11. http://www. techsoupforlibraries. org/Network Performance Metrics Defined _ TechSoup for Libraries. htm retrieved on 16th January, 2014
  12. http://en. wikipedia. org/wiki/Network_Delay retrieved on 16th January, 2014
  13. http://en. wikipedia. org/wiki/Jitter retrieved on 16th January, 2014
  14. http://en. wikipedia. org/wiki/Digital_bandwidth_Capacity retrieved on 16th January, 2014
  15. http://www. telchemy. com/appnotes/Telchemy_Impact_of_Delay. pdf retrieved on 16th January, 2014
  16. Network Performance, http://www. cs. purdue. edu/homes/park/cs422-intro-2-05s. pdf retrieved on 16th January, 2014
  17. Performance Metrics, http://surendar. chandrabrown. org/teach/spr04/cse598N/ Lectures/Lecture3. pdf retrieved on 16th January, 2014
  18. Ramon Puigjaner, Performance Modeling of Computer Networks, IFIP/ACM Latin America Networking Conference, October 3 - 5, 2003, La Paz, Bolivia, http://staffweb. cms. gre. ac. uk/~pa10/ResMeth/network performance modelling. pdf retrieved on 16th January, 2014
  19. Jane Hillston (2012), Queuing Networks Lecture notes retrieved from http://www. inf. ed. ac. uk/teaching/courses/pm/Note5. pdf on ??????????
  20. Kishor S. Trivedi, Hairong Sun (1998), Stochastic Petri Nets and Their Applications to Performance Analysis of Computer Networks, Proceedings of the Int'l Conference on Operational Research, retrieved from http://citeseerx. ist. psu. edu/viewdoc/summary?doi=10. 1. 1. 44. 4578 on 17/5/2014
  21. http://camars. kaist. ac. kr/~maeng/cs710/esd07/PetriNets Properties, Analysis and Applications. pdf retrieved on 17/5/2014
  22. http://embedded. eecs. berkeley. edu/Research/hsc/class. F03/ee249/discussionpapers/PetriNets. pdf retrieved on 17/05/2014
  23. M. Ajmone Marsan, G. Balbo, and G. Conte, A Class of Generalized Stochastic Petri Nets for the Performance Evaluation of Multiprocessor Systems", retrieved from http://citeseerx. ist. psu. edu/viewdoc/summary?doi=10. 1. 1. 90. 8002 on 17/5/2014
  24. Gianfrance Ciardo (1989), Analysis of Large Stochastic Petri Net Models, PHD Thesis, Department of Computer Science, Duke University retrieved from http://www. cs. ucr. edu/~ciardo/pubs/CiardoPhdThesis. pdf on 17/5/2014
  25. G. Ciardo, J. Muppala, K. S. Trivedi (1992), Analyzing Concurrent and Fault-tolerant Software Using Stochastic Reward Nets, retrieved from http://citeseerx. ist. psu. edu/viewdoc/summary?doi=10. 1. 1. 16. 1072 on 17/5/2014
  26. Andrea Bobbio , Antonio Puliafito , Miklós Telek , Kishor S. Trivedi (1998), Recent Developments in Non-Markovian Stochastic Petri Nets, retrieved from http://citeseerx. ist. psu. edu/viewdoc/summary?doi=10. 1. 1. 26. 5807 on 17/5/2014
  27. Brigitte Plateau and W. J. Stewart (1997), Stochastic Automata Networks, retrieved from http://citeseerx. ist. psu. edu/viewdoc/summary?doi=10. 1. 1. 47. 7863 on 17/5/2014
  28. Anne Benoit, Brigitte Plateau and William J. Stewart (2001), Memory Efficient Iterative Methods for Stochastic Automata Networks, retrieved from http://hal. inria. fr/inria-00072328/en/ on 17/5/2014
  29. J. B. Othman, L. Mokdad, M. O. Cheikh and M. Sene (2009), Performance analysis of composite web services using Stochastic Automata Networks over IP network, Proceedings of the 14th IEEE Symposium on Computers and Communications (ISCC 2009), July 5-8, Sousse, Tunisia. pp. 92-97
  30. J. Brigitte Plateau and Karim Atif (1991), Stochastic Automata Network For Modeling Parallel Systems, retrieved from reo. project. cwi. nl/reo/export/2469/docs/QIAintoMC/related/e1093. pdf? on 17/5/2014
  31. J. Hillston (2005), Fluid Flow Approximation of PEPA models, Proceedings of the 2nd Int'l Conference on the Quantitative Evaluation of Systems, IEEE Computer Society, retrieved from www. dcs. ed. ac. uk/pepa/fluidflow. pdf? on 17/5/2014
  32. http://en. wikipedia. org/wiki/PEPA 17/5/2014
  33. J. Hillston (1996), A Compositional Approach to Performance Modeling, Cambridge University Press ISBN 0-521-57189-8, retrieved from http://www. dcs. ed. ac. uk/pepa/book. pdf on 17/5/2014
  34. J. Hillston (2005), Tuning systems: From composition to performance, Computer Journal, retrieved from http://www. dcs. ed. ac. uk/pepa/tuningsystems. pdf on 17/5/2014
  35. http://homepages. inf. ed. ac. uk/jeh/venice2014/Note2. pdf retrieved on 18/5/2014
  36. http://www. inf. ed. ac. uk/teaching/courses/pm/Note13. pdf retrieved on 18/5/2014
  37. http://www. inf. utfsm. cl/~hallende/download/ Simul-2-2002/Introduction_to_Modeling_and_ Simulation. pdf retrieved on 18/5/2014
  38. Harry Perros (2009), Computer Simulation Techniques: The definitive introduction!, retrieved from http://www. csc. ncsu. edu/faculty/perros//simulation. pdf on 18/5/2014
  39. G Martinovic, B Petrisevac and D Zagar (2010), Monitoring and measurement of computer network performance, Technical Gazette 17, 3, pp. 317-326
  40. Network Performance Measurement and Analysis, from http://www. cs. wisc. edu/~pb/640/perform. ppt? retrieved on 18/5/2014
  41. Network Performance Measurement and Analysis Part 1: A Server-Based Measurement Infrastructure, http://citeseerx. ist. psu. edu/viewdoc/download?doi=10. 1. 1. 47. 2703 retrieved on 30/5/2014
  42. Jing Xie (2011), A Temporal Network Calculus for Performance Analysis of Computer Networks, PhD Thesis, Norwegian University of Science & Technology, Faculty of Information Technology, Mathematics & Electrical Engineering, Department of Telematics. Pp. 3-5
  43. Joze Mohorko, Fras Matjaz and Klampfer Sasa (2008), Advanced Modeling and Simulation Methods for Communication Networks, Microwave Review, retrieved from
  44. List of Computer Simulation Software , http://en. wikipedia. org/wiki/List_of_computer_simulation_software retrieved 10/06/2014
  45. Wehrle K. , Günes M. and Gross J. (2010), Modeling and Tools for Network Simulation, published by Springer, ISBN 978-3-642-12331-3
  46. CAIDA Measurement Tool Taxonomy, retrieved from http://www. caida. org/Tools/taxonomy. htm on 10/06/2014
  47. CAIDA Measurement and Analysis Tools, retrieved from http://www. caida. org/Tools/Measurement and Analysis Tools. htm on 10/06/2014
  48. A Survey of Network Traffic Monitoring and Analysis Tools, retrieved from on 10/06/2014
  49. http://en. wikipedia. org/wiki/Innovation, retrieved on 11/06/2014
  50. S. Gilmore and J. Hillston (1994), The PEPA Workbench: A Tool to Support a Process Algebra-based Approach to Performance Modeling, http://www. dcs. ed. ac. uk/pepa/workbench. pdf retrieved on 17/06/2014
  51. J. Hillston and S. Gilmore (2010), PEPA tools, http://www. dcs. ed. ac. uk/pepa/tools/ accessed on 17/06/2014
  52. H. Akhtar (2009), An Overview of Some Network Modeling, Simulation & Performance Analysis Tools, http://www. bnnsolutions. com/OverOfSome_1. pdf retrieved on 17/06/2014
  53. http://www. sevone. com accessed on 11/06/2014
  54. http://www. nsnam. org/overview/what-is-ns-3/ accessed on 29/08/2014
  55. http://www. gns3. net/documentation/gns3/introduction-to-gns3/ accessed on 29/08/2014
  56. http://www. dcc. fc. up. pt/~rjf/vns/ accessed on 29/08/2014
  57. http://veins. car2x. org accessed on 20/09/2014
  58. htpp://lca. epfi. ch/projects/trans/ accessed on 20/09/2014
  59. http://www. networkworld. com/reviews/2006/091806-voip-test-analysis-touchstone. html accessed on 29/08/2014
  60. http://www. tmcnet. com/channels/voip-test-solutions/articles/53944-touchstone-adds-voip-reporting-capabilities-wineyeq. htm accessed on 29/08/2014
  61. http://www. riverbed. com/products-solutions/products/network-planning-simulation/Network-Simulation. html accessed on 20/09/2014
  62. http://www. sevone. com/download accessed 27/09/2014
  63. http://www. nihoncornet. co. jp/products/wineyeq. html accessed 27/09/2014
  64. http://ft. ornl. gov/research/performance accessed 27/09/2014
  65. https://www. futurenetworksummit. eu/2014/default. asp?page=c4p accessed on 27/09/2014
  66. https://pypepa. readthedocs. org/en/latest/ accessed on 30/09/2014
  67. Mom, J. M. and C. I. Ani. 2012. "An Integrated Block-Oriented Simulation Model for Estimating Cell Loss Rate in ATM Networks", Pacific Journal of Science and Technology. 13(1):287-291.
  68. http://www. mathworks. com/products/matlab/ accessed 30/09/2014

Keywords

Performance Analysis, Markov Chains, PEPA, Stochastic Petri Nets, Simulation Models, Vehicular Network Simulator