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Statistical analysis and modeling of SIP traffic for parameter estimation of server hysteretic overload control

Treść / Zawartość
Identyfikatory
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
The problem of overload control in Session Initiation Protocol (SIP) signaling networks gives rise to many questions which attract researchers from theoretical and practical point of view. Any mechanism that is claimed to settle this problem down demands estimation of local (control) parameters on which its performance is greatly dependent. In hysteretic mechanism these parameters are those which define hysteretic loops. In order to find appropriate values for parameters one needs adequate model of SIP traffic flow circulating in the network under consideration. In this paper the attempt is made to address this issue. Analysis of SIP traffic collected from telecommunication operator’s network is presented. Traffic profile is built. It is shown that fitting with Markov Modulated Poisson Process with more than 2 phases is accurate. Estimated values of its parameters are given.
Rocznik
Tom
Strony
22--31
Opis fizyczny
Bibliogr. 30 poz., rys., tab.
Twórcy
autor
  • Department of Telecommunication Systems, Peoples’ Friendship University of Russia, Moscow, Russia
autor
  • Institute of Informatics Problems of RAS, Moscow, Russia
autor
  • International Technology and Communication Center, Kolomna, Russia
Bibliografia
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  • [2] A. Chydzinski, “The oscillating queue with finite buffer”, Perform. Eval., vol. 57, no. 3, pp. 341–355, 2004.
  • [3] B. D. Choi, D. I. Choi, “The queueing system with queue length dependent service times and its application to cell discarding scheme in ATM networks”, IEE Proc. in Commun., vol. 143, pp. 5–11, 1996.
  • [4] B. Van Houdt, “Analysis of the adaptive MMAP(K)|PH(K)|1 queue: A multi-type queue with adaptive arrivals and general impatience”, Eur. J. Operat. Res., vol. 220, no. 3, pp. 695–704, 2012.
  • [5] P. Abaev, A. Pechinkin, and R. Razumchik, “On analytical model for optimal sip server hop-by-hop overload control”, in Proc. 4th Int. Congr. Ultra Modern Telecom. Contr. Syst., Petersburg, Russia, 2012, pp. 303–308.
  • [6] A. Dudin, “Optimal control for an M[X]/G/1 queue with two operation modes ”, Probab. Engin. Inform. Sci., vol. 11, no. 2, pp. 255–265, 1997.
  • [7] R. Bekker, “Queues with Levy input and hysteretic control ”, Queueing Syst., vol. 63, no. 1, pp. 281–299, 2009.
  • [8] J. H. Dshalalow, ”Queueing systems with state dependent parameters”, in Frontiers in Queueing: Models and Applications in Science and Engineering, J. H. Dshalalow, Ed. Roca Raton, USA: CRC Press, 1997, pp. 61–116.
  • [9] D. I. Choi, T. S. Kim, and S. Lee, “Analysis of an MMPP|G|1|K queue with queue length dependent arrival rates, and its application to preventive congestion control in telecommunication networks”, Eur. J. Operat. Res., vol. 187, no. 2, pp. 652–659, 2008.
  • [10] W. Fischer and K. Meier-Hellstern, “The Markov-modulated Poisson process (MMPP) cookbook”, Perform. Eval., vol. 18, no. 2, pp. 149–171, 1993.
  • [11] S. Shah-Heydari and T. Le-Ngoc, “MMPP models for multimedia traffic”, Telecommun. Syst., vol. 15, no. 3–4, pp. 273–293, 2000.
  • [12] U. Krieger, Ed., “Achievements on Measurements, IP Traffic Characterization, Classification and Statistical Methods IST-FP6 NoE EuroFGI”, March 2008.
  • [13] S. Bali and V. Frost, “An algorithm for fitting MMPP to IP traffic traces”, IEEE Commun. Lett., vol. 11, no. 2, pp. 207–209, 2007.
  • [14] P. Abaev and R. Razumchik, “Queuing Model for SIP Server Hysteretic Overload Control with Bursty Traffic”, in Internet of Things, Smart Spaces, and Next Generation Networking, S. Andreev, S. Balandin, and Y. Koucheryavy, Eds., LNCS, vol. 8121. Heidelberg: Springer, 2013, pp. 383–396.
  • [15] “SIP: Session Initiation Protocol”, IETF Rec. RFC 3261, 2002.
  • [16] “IP Multimedia Subsystem (IMS)”, Technical specification, ETSI TS 23.228 V10.5.0 Rel. 10. Stage 2, 2011.
  • [17] “Session Initiation Protocol (SIP) Basic Call Flow Examples”, IETF Rec. RFC 3665, 2003.
  • [18] A. Heyde and L. Stewart, “Using the Endace DAG 3.7GF Card with FreeBSD 7.0”, CAIA Tech. Rep. 080507A, Swinburn University of Technology, 2008.
  • [19] Broadcom NetXtremeII Network Adapter User Guide, 2010.
  • [20] “Information technology – Open Systems Interconnection – Basic Reference Model: The basic model”, ITU-T Rec. X.200, 1994.
  • [21] Libpcap Homepage, 2013 [Online]. Available: http://www.tcpdump.org
  • [22] “Network Time Protocol Version 4: Protocol and Algorithms Specification”, IETF Rec. RFC 5905, 2010.
  • [23] “The chart is a compartion between NTPv4 and IEEE1588v2 capa- bilities”, Document of IETF TICTOC, 2008.
  • [24] Wireshark Homepage, 2013 [Online]. Available: http://www.wireshark.org
  • [25] Matlab version 7.14, Massachusetts: The MathWorks Inc., 2012.
  • [26] “Virtual Bridged Local Area Networks”, IEEE Standard 802.1Q, 2005.
  • [27] Matlab Central [Online]. Available: http://www.mathworks.com/matlabcentral/fileexchange/19148-hurst-parameter-estimate
  • [28] D. Heyman and D. Lucantoni, “Modeling multiple IP traffic streams with rate limits”, IEEE/ACM Trans. Netw., vol. 11, no. 6, pp. 948–958, 2003.
  • [29] [Online] http://www.cs.wm.edu/MAPQN/kpc techniques
  • [30] A. Arvidsson and P. Karlsson, “On traffic models for TCP/IP”, in Proc. 16th Int. Teletraf. Congr. ITC-16, Edinburgh, UK, 1999, pp. 455–466.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-fcedb8f1-6063-446d-93dd-61ea7f585575
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