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Volumn 16, Issue 5, 2005, Pages 1163-1173

Dynamic neural-based buffer management for queuing systems with self-similar characteristics

Author keywords

Buffer management; Fairness; Neural network teletraffic forecasting; Packet loss; Water filling

Indexed keywords

ADAPTIVE SYSTEMS; COMPUTER SIMULATION; CONGESTION CONTROL (COMMUNICATION); LEARNING SYSTEMS; NEURAL NETWORKS; PACKET NETWORKS; TELECOMMUNICATION TRAFFIC;

EID: 26844542845     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2005.853417     Document Type: Article
Times cited : (21)

References (54)
  • 2
    • 0031191180 scopus 로고    scopus 로고
    • "Traffic models in broad-band networks"
    • Jul.
    • A. Adas, "Traffic models in broad-band networks," IEEE Commun. Mag., Jul. 1997.
    • (1997) IEEE Commun. Mag.
    • Adas, A.1
  • 3
    • 61849126309 scopus 로고
    • "Fractal traffic: Measurements, modeling, and performance evaluation"
    • R. G. Addie, M. Zukerman, and T. Neame, "Fractal traffic: Measurements, modeling, and performance evaluation," in Proc. IEEE INFOCOM, 1995.
    • (1995) Proc. IEEE INFOCOM
    • Addie, R.G.1    Zukerman, M.2    Neame, T.3
  • 5
    • 78651533041 scopus 로고    scopus 로고
    • "An adaptive fuzzy threshold scheme for high performance shared-memory switches"
    • G. Ascia, V. Catania, and D. Panno, "An adaptive fuzzy threshold scheme for high performance shared-memory switches," in Proc. ACM Symp. Applied Computing, 2001.
    • (2001) Proc. ACM Symp. Applied Computing
    • Ascia, G.1    Catania, V.2    Panno, D.3
  • 6
    • 1542333729 scopus 로고    scopus 로고
    • "The autocorrelation of double intermittency maps and the simulation of computer packet traffic"
    • M. Barenco and D. K. Arrowsmith, "The autocorrelation of double intermittency maps and the simulation of computer packet traffic," Dyn. Syst., vol. 19, no. 1, pp. 61-74, 2004.
    • (2004) Dyn. Syst. , vol.19 , Issue.1 , pp. 61-74
    • Barenco, M.1    Arrowsmith, D.K.2
  • 7
    • 0141521742 scopus 로고
    • "Variable bit rate video traffic and long range dependence"
    • Apr.
    • J. Beran, R. Sherman, M. S. Taqqu, and W. Willinger, "Variable bit rate video traffic and long range dependence," IEEE/ACM Trans. Netw., vol. 2, no. 2, Apr. 1994.
    • (1994) IEEE/ACM Trans. Netw. , vol.2 , Issue.2
    • Beran, J.1    Sherman, R.2    Taqqu, M.S.3    Willinger, W.4
  • 9
    • 0029207944 scopus 로고
    • "Predictive dynamic bandwidth allocation for efficient transport of real-time VBR video over ATM"
    • Jan.
    • S. Chong, S. Q. Li, and J. Ghosh, "Predictive dynamic bandwidth allocation for efficient transport of real-time VBR video over ATM," IEEE J. Sel. Areas Commun., vol. 13, no. 1, pp. 12-23, Jan. 1995.
    • (1995) IEEE J. Sel. Areas Commun. , vol.13 , Issue.1 , pp. 12-23
    • Chong, S.1    Li, S.Q.2    Ghosh, J.3
  • 10
    • 0032047476 scopus 로고    scopus 로고
    • "Dynamic queue length thresholds for shared-memory packet switches"
    • Apr.
    • A. K. Choudhury and E. L. Hahne, "Dynamic queue length thresholds for shared-memory packet switches," IEEE/ACM Trans. Netw., vol. 6, no. 2, pp. 368-380, Apr. 1998.
    • (1998) IEEE/ACM Trans. Netw. , vol.6 , Issue.2 , pp. 368-380
    • Choudhury, A.K.1    Hahne, E.L.2
  • 11
    • 0028412958 scopus 로고
    • "Statistical analysis of CCSN/SS7 traffic data from working ecs subnetworks"
    • Apr.
    • D. E. Duffy and W. Willinger, "Statistical analysis of CCSN/SS7 traffic data from working ecs subnetworks," IEEE J. Sel. Areas Commun., vol. 12, no. 3, pp. 544-551, Apr. 1994.
    • (1994) IEEE J. Sel. Areas Commun. , vol.12 , Issue.3 , pp. 544-551
    • Duffy, D.E.1    Willinger, W.2
  • 12
    • 0032623515 scopus 로고    scopus 로고
    • "Design of generalized processor sharing schedulers which statistically multiplex heterogeneous QoS classes"
    • A. Elwalid and D. Mitra, "Design of generalized processor sharing schedulers which statistically multiplex heterogeneous QoS classes," in Proc. IEEE INFOCOM, 1999.
    • (1999) Proc. IEEE INFOCOM
    • Elwalid, A.1    Mitra, D.2
  • 14
    • 0003578240 scopus 로고
    • "An Empirical Study of Learning Speed in Back-Propagation Networks"
    • Carnegie Mellon Univ., Pittsburgh, PA, Tech. Rep. CMU-CS-88-162, Jun.
    • S. E. Fahlman, "An Empirical Study of Learning Speed in Back-Propagation Networks," Carnegie Mellon Univ., Pittsburgh, PA, Tech. Rep. CMU-CS-88-162, Jun. 1988.
    • (1988)
    • Fahlman, S.E.1
  • 16
    • 0001817861 scopus 로고    scopus 로고
    • "Data networks as cascades: Investigating the multifractal nature of internet WAN traffic"
    • Sep.
    • A. Feldmann, A. C. Gilbert, and W. Willinger, "Data networks as cascades: Investigating the multifractal nature of internet WAN traffic," in Proc. ACM SIGCOMM, Sep. 1998.
    • (1998) Proc. ACM SIGCOMM
    • Feldmann, A.1    Gilbert, A.C.2    Willinger, W.3
  • 18
    • 0020719767 scopus 로고
    • "Sharing memory optimally"
    • Mar.
    • G. J. Foschini and B. Gopinath, "Sharing memory optimally," IEEE Trans. Commun., vol. COMM-31, no. 3, pp. 352-360, Mar. 1983.
    • (1983) IEEE Trans. Commun. , vol.COMM-31 , Issue.3 , pp. 352-360
    • Foschini, G.J.1    Gopinath, B.2
  • 21
    • 0019008180 scopus 로고
    • "Flow control: A comparative survey"
    • Apr.
    • M. Gerla and L. Kleinrock, "Flow control: A comparative survey," IEEE Trans. Commun., vol. COMM-28, no. 4, pp. 553-574, Apr. 1980.
    • (1980) IEEE Trans. Commun. , vol.COMM-28 , Issue.4 , pp. 553-574
    • Gerla, M.1    Kleinrock, L.2
  • 23
    • 0036601574 scopus 로고    scopus 로고
    • "Dynamic queue length thresholds for multiple loss priorities"
    • Jun.
    • E. L. Hahne and A. K. Choudhury, "Dynamic queue length thresholds for multiple loss priorities," IEEE/ACM Trans. Netw., vol. 10, no. 3, pp. 368-380, Jun. 2002.
    • (2002) IEEE/ACM Trans. Netw. , vol.10 , Issue.3 , pp. 368-380
    • Hahne, E.L.1    Choudhury, A.K.2
  • 24
    • 0003413187 scopus 로고    scopus 로고
    • "Neural networks: A comprehensive foundation, 2/E"
    • Englewood Cliffs, NJ: Prentice-Hall
    • S. Haykin, "Neural networks: A comprehensive foundation, 2/E," Englewood Cliffs, NJ: Prentice-Hall, 1998.
    • (1998)
    • Haykin, S.1
  • 25
    • 0040404331 scopus 로고
    • "Traffic models for ISDN data users: Office automation application"
    • K. M. Hellstern and P. Wirth, "Traffic models for ISDN data users: office automation application," in Proc. Int. Teletraffic Congr.-13, 1991.
    • (1991) Proc. Int. Teletraffic Congr.-13
    • Hellstern, K.M.1    Wirth, P.2
  • 26
    • 0024122165 scopus 로고
    • "Queueing in high-performance packet switching"
    • Dec.
    • M. G. Hluchyj and M. J. Karol, "Queueing in high-performance packet switching," IEEE J. Sel. Areas Commun., vol. 6, no. 9, pp. 1587-1597, Dec. 1988.
    • (1988) IEEE J. Sel. Areas Commun. , vol.6 , Issue.9 , pp. 1587-1597
    • Hluchyj, M.G.1    Karol, M.J.2
  • 27
    • 2942707557 scopus 로고    scopus 로고
    • "Performance analysis of the DAR(1)/D/C priority queue under partial buffer sharing policy"
    • Nov.
    • G. U. Hwang and B. D. Choi, "Performance analysis of the DAR(1)/D/C priority queue under partial buffer sharing policy," Comput. Oper. Res., Nov. 2004.
    • (2004) Comput. Oper. Res.
    • Hwang, G.U.1    Choi, B.D.2
  • 28
    • 0017944491 scopus 로고
    • "Buffer management in a packet switch"
    • Mar.
    • M. I. Irland, "Buffer management in a packet switch," IEEE Trans. Commun., vol. COMM-26, no. 3, pp. 328-337, Mar. 1978.
    • (1978) IEEE Trans. Commun. , vol.COMM-26 , Issue.3 , pp. 328-337
    • Irland, M.I.1
  • 29
    • 0019596865 scopus 로고
    • "Bottleneck flow control"
    • Jul.
    • J. M. Jaffe, "Bottleneck flow control," IEEE Trans. Commun., vol. COMM-29, no. 7, pp. 954-962, Jul. 1981.
    • (1981) IEEE Trans. Commun. , vol.COMM-29 , Issue.7 , pp. 954-962
    • Jaffe, J.M.1
  • 30
    • 0019031413 scopus 로고
    • "Exponential servers sharing a finite storage: Comparison of space allocation policies"
    • Jun.
    • G. Latouche, "Exponential servers sharing a finite storage: Comparison of space allocation policies," IEEE Trans. Commun., vol. COMM-28, no. 6, pp. 910-915, Jun. 1980.
    • (1980) IEEE Trans. Commun. , vol.COMM-28 , Issue.6 , pp. 910-915
    • Latouche, G.1
  • 31
    • 0019032785 scopus 로고
    • "Analysis of shared storage in a computer network node environment under general traffic conditions"
    • Jul.
    • F. Kamoun and L. Kleinrock, "Analysis of shared storage in a computer network node environment under general traffic conditions," IEEE Trans. Commun., vol. COMM-28, no. 7, pp. 992-1003, Jul. 1980.
    • (1980) IEEE Trans. Commun. , vol.COMM-28 , Issue.7 , pp. 992-1003
    • Kamoun, F.1    Kleinrock, L.2
  • 32
    • 0018518295 scopus 로고
    • "Virtual cut-through: A new computer communication switching technique"
    • P. Kermani and L. Kleinrock, "Virtual cut-through: A new computer communication switching technique," Comput. Netw., vol. 3, 1979.
    • (1979) Comput. Netw. , vol.3
    • Kermani, P.1    Kleinrock, L.2
  • 33
    • 4444290632 scopus 로고    scopus 로고
    • "Harmonic buffer management policy for shared memory switches"
    • Sep.
    • A. Kesselman and Y. Mansour, "Harmonic buffer management policy for shared memory switches," Theor. Comput. Sci., Sep. 2004.
    • (2004) Theor. Comput. Sci.
    • Kesselman, A.1    Mansour, Y.2
  • 37
    • 0026384575 scopus 로고
    • "Priority queuing strategies and buffer allocation protocols in traffic control at an ATM integrated broad-band switching system"
    • Dec.
    • A. Lin and J. A. Silvester, "Priority queuing strategies and buffer allocation protocols in traffic control at an ATM integrated broad-band switching system," IEEE J. Sel. Areas Commun., vol. 9, no. 9, pp. 1524-1536, Dec. 1991.
    • (1991) IEEE J. Sel. Areas Commun. , vol.9 , Issue.9 , pp. 1524-1536
    • Lin, A.1    Silvester, J.A.2
  • 38
    • 0031236266 scopus 로고    scopus 로고
    • "Quasipushout cell discarding"
    • Sep.
    • Y. S. Lin and C. B. Shung, "Quasipushout cell discarding," IEEE Commun. Lett., vol. 1, no. 5, pp. 146-148, Sep. 1997.
    • (1997) IEEE Commun. Lett. , vol.1 , Issue.5 , pp. 146-148
    • Lin, Y.S.1    Shung, C.B.2
  • 39
    • 84959640781 scopus 로고
    • "The theory of queues with a single server"
    • D. V. Lindley, "The theory of queues with a single server," in Proc. Cambridge Phil. Soc., vol. 48, 1952.
    • (1952) Proc. Cambridge Phil. Soc. , vol.48
    • Lindley, D.V.1
  • 40
    • 0034206145 scopus 로고    scopus 로고
    • "Equilibrium bandwidth and buffer allocations for elastic traffics"
    • Jun.
    • S. H. Low, "Equilibrium bandwidth and buffer allocations for elastic traffics," IEEE/ACM Trans. Netw., vol. 8, no. 3, pp. 373-383, Jun. 2000.
    • (2000) IEEE/ACM Trans. Netw. , vol.8 , Issue.3 , pp. 373-383
    • Low, S.H.1
  • 41
    • 0031334641 scopus 로고    scopus 로고
    • "Time scale analysis of an ATM queueing system with long-range dependent traffic"
    • G. S. Mayor and J. A. Silvester, "Time scale analysis of an ATM queueing system with long-range dependent traffic," in Proc. IEEE INFOCOM, 1997.
    • (1997) Proc. IEEE INFOCOM
    • Mayor, G.S.1    Silvester, J.A.2
  • 42
    • 0032123629 scopus 로고    scopus 로고
    • "A hybrid linear/nonlinear training algorithm for feedforward neural networks"
    • Jul.
    • S. McLoone, M. D. Brown, G. Irwin, and A. Lighthody, "A hybrid linear/nonlinear training algorithm for feedforward neural networks," IEEE Trans. Neural Netw., vol. 9, no. 4, pp. 669-684, Jul. 1998.
    • (1998) IEEE Trans. Neural Netw. , vol.9 , Issue.4 , pp. 669-684
    • McLoone, S.1    Brown, M.D.2    Irwin, G.3    Lighthody, A.4
  • 48
    • 0021444450 scopus 로고
    • "On the design of optimal policy for sharing finite buffers"
    • Jun.
    • A. K. Thareja and A. K. Agarwala, "On the design of optimal policy for sharing finite buffers," IEEE Trans. Commun., vol. COMM-32, no. 6, pp. 737-740, Jun. 1984.
    • (1984) IEEE Trans. Commun. , vol.COMM-32 , Issue.6 , pp. 737-740
    • Thareja, A.K.1    Agarwala, A.K.2
  • 50
    • 0023867850 scopus 로고
    • "Adaptive policies for optimal buffer management in dynamic load environments"
    • D. Tipper and M. K. Sundareshan, "Adaptive policies for optimal buffer management in dynamic load environments," in Proc. IEEE INFOCOM, 1988.
    • (1988) Proc. IEEE INFOCOM
    • Tipper, D.1    Sundareshan, M.K.2
  • 52
    • 0029510069 scopus 로고
    • "A buffer allocation scheme for ATM networks: Complete sharing based on virtual partition"
    • Dec.
    • G.-L. Wu and J. W. Mark, "A buffer allocation scheme for ATM networks: Complete sharing based on virtual partition," IEEE/ACM Trans. Netw., vol. 3, no. 6, pp. 660-670, Dec. 1995.
    • (1995) IEEE/ACM Trans. Netw. , vol.3 , Issue.6 , pp. 660-670
    • Wu, G.-L.1    Mark, J.W.2
  • 53
    • 1842842967 scopus 로고    scopus 로고
    • "Performance analysis of threshold-based selective drop mechanism for high performance packet switches"
    • May
    • J. P. Yang, "Performance analysis of threshold-based selective drop mechanism for high performance packet switches," Performance Eval., May 2004.
    • (2004) Performance Eval.
    • Yang, J.P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.