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Volumn 21, Issue 8, 2008, Pages 1113-1129

A study on the network traffic of Connexion by Boeing: Modeling with artificial neural networks

Author keywords

Artificial neural network; Bandwidth; Connexion; Internet; Network modeling; Perceptron

Indexed keywords

ADMINISTRATIVE DATA PROCESSING; BACKPROPAGATION; FORECASTING; IMAGE CLASSIFICATION; INTERNET; MANAGEMENT INFORMATION SYSTEMS; NETWORK PROTOCOLS; NEURAL NETWORKS; SENSOR NETWORKS; TELECOMMUNICATION SYSTEMS; VEGETATION;

EID: 54049114223     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engappai.2008.04.019     Document Type: Article
Times cited : (7)

References (39)
  • 1
    • 28044449156 scopus 로고    scopus 로고
    • Techniques for available bandwidth measurement in IP networks: a performance comparison
    • Angrisani L., D'Antonio S., Esposito M., and Vadursi M. Techniques for available bandwidth measurement in IP networks: a performance comparison. Journal of Computer Networks 50 (2006) 332-349
    • (2006) Journal of Computer Networks , vol.50 , pp. 332-349
    • Angrisani, L.1    D'Antonio, S.2    Esposito, M.3    Vadursi, M.4
  • 2
    • 0042665371 scopus 로고    scopus 로고
    • Prediction of MPEG-coded video source traffic using recurrent neural networks
    • Bhattacharya A., Parlos A.G., and Atiya A.F. Prediction of MPEG-coded video source traffic using recurrent neural networks. IEEE Transactions on Signal Processing 51 8 (2003) 2177-2190
    • (2003) IEEE Transactions on Signal Processing , vol.51 , Issue.8 , pp. 2177-2190
    • Bhattacharya, A.1    Parlos, A.G.2    Atiya, A.F.3
  • 3
    • 18144421480 scopus 로고    scopus 로고
    • A novel network traffic predictor based on multifractal traffic characteristic
    • Bianchi G., Vieira F., and Ling L. A novel network traffic predictor based on multifractal traffic characteristic. Proceedings of IEEE GLOBECOM 2 (2004) 680-684
    • (2004) Proceedings of IEEE GLOBECOM , vol.2 , pp. 680-684
    • Bianchi, G.1    Vieira, F.2    Ling, L.3
  • 4
    • 18144364278 scopus 로고    scopus 로고
    • The modified Allan variance as time-domain analysis tool for estimating the Hurst parameter of long-range dependent traffic
    • Bregni S. The modified Allan variance as time-domain analysis tool for estimating the Hurst parameter of long-range dependent traffic. Proceedings of IEEE GLOBECOM 3 (2004) 1406-1410
    • (2004) Proceedings of IEEE GLOBECOM , vol.3 , pp. 1406-1410
    • Bregni, S.1
  • 5
    • 0036803648 scopus 로고    scopus 로고
    • Understanding Internet traffic streams: dragonflies and tortoises
    • Brownlee N., and Claffy K.C. Understanding Internet traffic streams: dragonflies and tortoises. IEEE Communications Magazine 40 10 (2002) 110-117
    • (2002) IEEE Communications Magazine , vol.40 , Issue.10 , pp. 110-117
    • Brownlee, N.1    Claffy, K.C.2
  • 7
    • 0031197661 scopus 로고    scopus 로고
    • Optimal nonlinear adaptive prediction and modeling of MPEG video in ATM networks using pipelined recurrent neural networks
    • Chang P.R., and Hu J.T. Optimal nonlinear adaptive prediction and modeling of MPEG video in ATM networks using pipelined recurrent neural networks. IEEE Journal on Selected Areas in Communications 15 6 (1997) 1087-1100
    • (1997) IEEE Journal on Selected Areas in Communications , vol.15 , Issue.6 , pp. 1087-1100
    • Chang, P.R.1    Hu, J.T.2
  • 9
    • 54049140143 scopus 로고    scopus 로고
    • Connors, M.A., 2005. Exploring fractals. Website UMASS. 〈http://math.umass.edu/~mconnors/fractal/〉.
    • Connors, M.A., 2005. Exploring fractals. Website UMASS. 〈http://math.umass.edu/~mconnors/fractal/〉.
  • 10
    • 0031383380 scopus 로고    scopus 로고
    • Self-similarity in World Wide Web traffic: evidence and possible causes
    • Crovella M., and Bestavros A. Self-similarity in World Wide Web traffic: evidence and possible causes. IEEE/ACM Transactions on Networking 5 (1997) 835-846
    • (1997) IEEE/ACM Transactions on Networking , vol.5 , pp. 835-846
    • Crovella, M.1    Bestavros, A.2
  • 11
    • 54049123122 scopus 로고    scopus 로고
    • Demuth, H., Beale, M., 2001. Neural Network Toolbox. MathWorks Inc., pp. 5-7.
    • Demuth, H., Beale, M., 2001. Neural Network Toolbox. MathWorks Inc., pp. 5-7.
  • 12
    • 0033686242 scopus 로고    scopus 로고
    • Recursive non linear models for on line traffic prediction of BR MPEG coded video sources
    • Doulamis A.D., Doulamis N.D., and Kollias S.D. Recursive non linear models for on line traffic prediction of BR MPEG coded video sources. Proceedings of IEE-INNS-ENNS 6 (2000) 114-119
    • (2000) Proceedings of IEE-INNS-ENNS , vol.6 , pp. 114-119
    • Doulamis, A.D.1    Doulamis, N.D.2    Kollias, S.D.3
  • 13
    • 0037274637 scopus 로고    scopus 로고
    • An adaptable neural-network model for recursive nonlinear traffic prediction modeling of MPEG video sources
    • Doulamis A.D., Doulamis N.D., and Kollias S.D. An adaptable neural-network model for recursive nonlinear traffic prediction modeling of MPEG video sources. IEEE Neural Networks 14 1 (2003) 150-166
    • (2003) IEEE Neural Networks , vol.14 , Issue.1 , pp. 150-166
    • Doulamis, A.D.1    Doulamis, N.D.2    Kollias, S.D.3
  • 14
    • 54049086739 scopus 로고    scopus 로고
    • Erramilli, A., Couch, G., 2001. Connexion by Boeing simulation, calculation of peakedness parameter 'a': examples & recommendations. Telecordia document, 19 January 2001.
    • Erramilli, A., Couch, G., 2001. Connexion by Boeing simulation, calculation of peakedness parameter 'a': examples & recommendations. Telecordia document, 19 January 2001.
  • 17
    • 54049121949 scopus 로고    scopus 로고
    • Fomenkov, M., Keys, K., Moore, D., Caffy, K.C., 2004. Longitudinal study of Internet traffic in 1998-2003. In: Proceedings of WISICT 2004, Cancun, Mexico.
    • Fomenkov, M., Keys, K., Moore, D., Caffy, K.C., 2004. Longitudinal study of Internet traffic in 1998-2003. In: Proceedings of WISICT 2004, Cancun, Mexico.
  • 18
    • 17644372344 scopus 로고    scopus 로고
    • Self-similarity and long range dependence on the Internet: a second look at the evidence, origins and implications
    • Gong W.B., Liu Y., Misra V., and Towsley D. Self-similarity and long range dependence on the Internet: a second look at the evidence, origins and implications. Journal of Computer Networks 48 (2005) 377-399
    • (2005) Journal of Computer Networks , vol.48 , pp. 377-399
    • Gong, W.B.1    Liu, Y.2    Misra, V.3    Towsley, D.4
  • 20
    • 54049149529 scopus 로고    scopus 로고
    • IANA, 2004. Website Internet Assigned Numbers Authority. 〈http://www.iana.org/〉.
    • IANA, 2004. Website Internet Assigned Numbers Authority. 〈http://www.iana.org/〉.
  • 21
    • 54049104683 scopus 로고    scopus 로고
    • IDEF, 2005. Website Integrated DEFinition Methods. 〈http://www.idef.com/〉.
    • IDEF, 2005. Website Integrated DEFinition Methods. 〈http://www.idef.com/〉.
  • 22
    • 18344394570 scopus 로고
    • Effective bandwidths at multi-class queues
    • Kelly F. Effective bandwidths at multi-class queues. Queuing Systems 9 (1991) 5-16
    • (1991) Queuing Systems , vol.9 , pp. 5-16
    • Kelly, F.1
  • 24
    • 0031121271 scopus 로고    scopus 로고
    • D-BIND: an accurate traffic model for providing QoS Guarantees to VBR traffic
    • Knightly E., and Zhang H. D-BIND: an accurate traffic model for providing QoS Guarantees to VBR traffic. IEEE ACM Transactions on Networking 5 2 (1997) 219-231
    • (1997) IEEE ACM Transactions on Networking , vol.5 , Issue.2 , pp. 219-231
    • Knightly, E.1    Zhang, H.2
  • 26
  • 28
    • 0029358766 scopus 로고
    • On the use of fractional Brownian motion in the theory of connectionless networks
    • Norros I. On the use of fractional Brownian motion in the theory of connectionless networks. IEEE Journal on Selected Areas in Communications 13 6 (1995) 953-962
    • (1995) IEEE Journal on Selected Areas in Communications , vol.13 , Issue.6 , pp. 953-962
    • Norros, I.1
  • 29
    • 33748662218 scopus 로고    scopus 로고
    • Traffic characterization transport level reliable multicasting: comparison of epidemic and feedback controlled loss recovery
    • Ozkasap O., and Caglar M. Traffic characterization transport level reliable multicasting: comparison of epidemic and feedback controlled loss recovery. Journal of Computer Networks 50 (2006) 1193-1218
    • (2006) Journal of Computer Networks , vol.50 , pp. 1193-1218
    • Ozkasap, O.1    Caglar, M.2
  • 31
    • 18144390509 scopus 로고    scopus 로고
    • A new traffic model and statistical admission control algorithm for providing QoS guarantees to on-line traffic
    • Qian L., Krishnamurthy A., Wang Y., Tang Y., Dauchy P., and Conte A. A new traffic model and statistical admission control algorithm for providing QoS guarantees to on-line traffic. Proceedings of IEEE GLOBECOM 3 (2004) 1401-1405
    • (2004) Proceedings of IEEE GLOBECOM , vol.3 , pp. 1401-1405
    • Qian, L.1    Krishnamurthy, A.2    Wang, Y.3    Tang, Y.4    Dauchy, P.5    Conte, A.6
  • 33
    • 18144394636 scopus 로고    scopus 로고
    • A spatial and temporal analysis of Internet aggregate traffic at the flow level
    • Rodriques L., and Guardieiro P. A spatial and temporal analysis of Internet aggregate traffic at the flow level. Proceedings of IEEE GLOBECOM 2 (2004) 685-691
    • (2004) Proceedings of IEEE GLOBECOM , vol.2 , pp. 685-691
    • Rodriques, L.1    Guardieiro, P.2
  • 34
    • 54049096860 scopus 로고    scopus 로고
    • Swift, D.K., 2004. Connexion by Boeing customer usage characterization report. Boeing Document D726-0842, Rev B, pp. 4-40.
    • Swift, D.K., 2004. Connexion by Boeing customer usage characterization report. Boeing Document D726-0842, Rev B, pp. 4-40.
  • 35
    • 54049128274 scopus 로고    scopus 로고
    • Swift, D.K., Dagli, C.H., 2007a. Self-similarity assumptions for modelling Internet traffic on a global broadband network. In: Proceedings of IASTED PDCN 2007, Banff, Canada.
    • Swift, D.K., Dagli, C.H., 2007a. Self-similarity assumptions for modelling Internet traffic on a global broadband network. In: Proceedings of IASTED PDCN 2007, Banff, Canada.
  • 36
    • 38349104552 scopus 로고    scopus 로고
    • Swift, D.K., Dagli, C.H., 2007b. The impacts of Internet traffic variability on modelling global broadband networks. In: Proceedings of IASTED PDCN 2007, Banff, Canada.
    • Swift, D.K., Dagli, C.H., 2007b. The impacts of Internet traffic variability on modelling global broadband networks. In: Proceedings of IASTED PDCN 2007, Banff, Canada.
  • 38
    • 0036810656 scopus 로고    scopus 로고
    • A neural-based technique for estimating self-similar traffic average queing delay
    • Yousefi'Zadeh H. A neural-based technique for estimating self-similar traffic average queing delay. IEEE Communication Letters 6 10 (2002) 419-421
    • (2002) IEEE Communication Letters , vol.6 , Issue.10 , pp. 419-421
    • Yousefi'Zadeh, H.1
  • 39
    • 0038308038 scopus 로고    scopus 로고
    • Utilizing neural networks to reduce packet loss in self-similar teletraffic patterns
    • Yousefi'Zadeh H. Utilizing neural networks to reduce packet loss in self-similar teletraffic patterns. Proceedings of IEEE ICC 3 (2003) 1942-1946
    • (2003) Proceedings of IEEE ICC , vol.3 , pp. 1942-1946
    • Yousefi'Zadeh, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.