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Delay Behaviour of Asynchronous Internet Router Under Self-Similar Traffic Input–Queueing System with Markovian Input and Hyper-Erlang Services


Affiliations
1 Department of Mathematics, Kakatiya University, Warangal – 506009 (T.S.), India
     

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In this paper, we analyze the delay behaviour of asynchronous Internet router under self-similar input traffic. Router is modelled as single server queueing system. Markov modulated Poisson process (MMPP) is employed to emulate self-similar Internet traffic and the same is used as input process of queueing system. The service times (packet lengths) is assumed to be follow Hyper-Erlang (HE(p,q)) distribution with p stages in parallel and q phases in series of service. Finally, Internet router is modelled as MMPP/HE(p,q)/1/K queueing system. The performance measure, namely, mean waiting time (MWT) is computed and presented graphically.

Keywords

Internet Router, Self-Similarity, Single-Server Queue, Hyper-Erlang Distribution, Mean Waiting Time.
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  • Paxson V, Floyd S. Wide area traffic: the failure of Poisson modeling, IEEE/ACM Transactions on Networking. 1995; 3(3): 226-244.
  • Leland WE, Taqqu MS, Willinger W, Wilson DV. On the self-similar nature of Ethernet traffic (Extended Version), IEEE/ACM Transactions on Networking. 1994; 2(1): 1-15.
  • Crovella ME,Bestavros A. Self-similarity in world wide web traffic: evidence and possible causes, IEEE/ACM Transactions on Networking. 1997; 5(6): 835-846.
  • Anderson AT, Nielsen BF. A Markovian approach for modeling packet traffic with long-range dependence,IEEE Journal on Selected Areas in Communications. 1998; 16(5): 719-732.
  • Yoshihara T, Kasahara S, Takahashi Y. Practical time-scale fitting of self-similar traffic with Markov-modulated Poisson process, Telecommunication Systems. 2001; 17(1): 185-211.
  • Shao SK, Reddy PM, Tsai MG, Tsao HW, Wu J. Generalized variance-based Markovian fitting for self-similar traffic modeling, IEICE Transactions on Communications.2005; E88-B(4): 1493-1502.
  • Qiao C, Yoo M. Optical burst switching (OBS); A new paradigm for an optical Internet, Amsterdam Journal of High Speed Networks. 1999; 8(1): 69-84.
  • Chen CY, Chang CH, Reddy PM, Shao SK,Wu J. Performance analysis of WDM optical packet switches employing wavelength conversion under Markovian modeled self-similar traffic input,IEEE HPSR 2007 workshop on High Performance Switching and Routing, Brooklyn, New York, USA.30th May-1st June 2007; 1-6.
  • Reddy PM, Shao SK, Chang CH, Wu J. An efficient approximate Markovian model for optical packet switches employing partial buffer sharing mechanism under self-similar traffic input,IEEE HPSR 2007 workshop on High Performance Switching and Routing, Brooklyn, New York, USA. 30th May-1st June 2007; 1-7.
  • Collegati F. Approximate modeling of optical buffers for variable length packets, Photonic Network Communications. 2001; 3(4): 383-390.
  • Kumar KS, Reddy PM,Adilakshmi T. Performance study of WDM OPS employing tuneable converter sharing under self-similar variable length packet traffic,18th IEEE International Conference on Networks (ICON 2012) Singapore, 12th-14th December 2012; 114-119.
  • Reedy PM, Kumar LPR, Reddy DM, Kumar KS. Performance analysis of Internet router employing partial buffer sharing mechanism under Markovian modelled self-similar variable length packet input traffic,Academic International Journal of Pure and Applied Mathematics. 2011; 67(4): 407-421.
  • Lucantoni DM. New results on the single server queue with a batch Markovian arrival process, Taylor and Francis Communications in Statistics-Stochastic Models. 1991; 7(1): 1-46.
  • Reddy PM, Kumar LPR, Kumar KS, Shao SK. Analytical model for the switch handling self-similar traffic with variable packet length, 16th IEEE International Conference on Networks (ICON 2008) New Delhi. 12th-14th December 2008; 1-5.
  • Kumar LPR, KumarKS, Reddy DM, Reddy PM. Analytical model for performance study of the switch under self-similar variable length packet traffic, The World Congress on Engineering and Computer Science (WCECS 2010) San Francisco, USA. 20th-22nd October, 2010; 243- 247.
  • Kumar LPR, Kumar KS, Reddy DM, Reddy PM. Analytical model for loss and delay behavior of the switch under self-similar variable length packet input traffic, IAENG International Journal of Computer Science.2011; 38(1): 103-112.
  • Fang Y. Hyper-Erlang distribution model and its application in wireless mobile networks,Wireless Networks.2001; 7: 211-219.
  • Venkataramani B, Bose SK, Srivathsan KR. Queuing analysis of a non-pre-emptive MMPP/D/1 priority system, Elsevier Computer Communications. 1997; 20(11): 999-1018.
  • Blondia C. The N/G/1 finite capacity queue, Taylor and Francis Communications in Statistics-Stochastic Models.1989; 5(2): 273-294.
  • Lucantoni DM, Hellstern KSM,Neuts MF. A single-server queue with server vacations and a class of non-renewal arrival processes, Advances in Applied Probability. 1990; 22(3): 676-705.
  • Latouche G, Ramaswamy V. Introduction to matrix analytic methods in stochastic modeling, SIAM Press, Philadelphia, 1999.
  • Neuts MF. Matrix-geometric solutions in stochastic models: An algorithmic approach, Dover Publications, New York, 1995.
  • Kasahara S. Internet traffic modeling: Markovian approach to self-similar traffic and prediction of loss probability for finite queues, Special Issue on Internet Technology, IEICE Transactions on Communications.2001; E84-B(8): 2134-2141.

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  • Delay Behaviour of Asynchronous Internet Router Under Self-Similar Traffic Input–Queueing System with Markovian Input and Hyper-Erlang Services

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Authors

Ravi Kumar Gudimalla
Department of Mathematics, Kakatiya University, Warangal – 506009 (T.S.), India
Malla Reddy Perati
Department of Mathematics, Kakatiya University, Warangal – 506009 (T.S.), India

Abstract


In this paper, we analyze the delay behaviour of asynchronous Internet router under self-similar input traffic. Router is modelled as single server queueing system. Markov modulated Poisson process (MMPP) is employed to emulate self-similar Internet traffic and the same is used as input process of queueing system. The service times (packet lengths) is assumed to be follow Hyper-Erlang (HE(p,q)) distribution with p stages in parallel and q phases in series of service. Finally, Internet router is modelled as MMPP/HE(p,q)/1/K queueing system. The performance measure, namely, mean waiting time (MWT) is computed and presented graphically.

Keywords


Internet Router, Self-Similarity, Single-Server Queue, Hyper-Erlang Distribution, Mean Waiting Time.

References