A New Bandwidth Estimation Approach For Fractal Processes [uma Nova Abordagem Para Estimação Da Banda Efetiva Em Processos Fractais]

dc.creatorPerlingeiro F.R.
dc.creatorLing L.L.
dc.date2005
dc.date2015-06-26T14:08:57Z
dc.date2015-11-26T14:08:48Z
dc.date2015-06-26T14:08:57Z
dc.date2015-11-26T14:08:48Z
dc.date.accessioned2018-03-28T21:09:21Z
dc.date.available2018-03-28T21:09:21Z
dc.identifier
dc.identifierIeee Latin America Transactions. , v. 3, n. 5, p. 436 - 446, 2005.
dc.identifier15480992
dc.identifier10.1109/TLA.2005.1642440
dc.identifierhttp://www.scopus.com/inward/record.url?eid=2-s2.0-77958068736&partnerID=40&md5=90c676b2ad254ad9eed00f9e8a7007e2
dc.identifierhttp://www.repositorio.unicamp.br/handle/REPOSIP/93678
dc.identifierhttp://repositorio.unicamp.br/jspui/handle/REPOSIP/93678
dc.identifier2-s2.0-77958068736
dc.identifier.urihttp://repositorioslatinoamericanos.uchile.cl/handle/2250/1241085
dc.descriptionRecent extensive traffic analyses carried out over different network technologies have shown network traffic in its "monofractal" or "multifractal" nature as well as in its impact on network performance. Based on the results of these "monofractal" and " multifractal" traffic studies we introduce a new traffic parameter, capable of simultaneously expressing both "monofractal" and "multifractal" characteristics. This traffic characterization parameter is used for the design of more accurate effective bandwidth estimation approaches. In order to achieve a general and good methodology for effective bandwidth estimation for given traffic when the QoS requirements is take into account, we propose a broader optimization procedure. For the validation of the proposed effective bandwidth estimation approach, we intensely performed tests using real traffic traces and simulations. The obtained analytical and experimental results clearly indicate that the proposed bandwidth estimation approach for fractal traffic processes satisfies the QoS requirements for all analyzed traffic traces. Copyright 2010 IEEE - All Rights Reserved.
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dc.description5
dc.description436
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dc.descriptionFeldmann, A., Gilbert, A.C., Willinger, W., Kurtz, T.G., The Changing Nature of Network Traffic: Scaling Phenomena (1998) Computer Communication Review, 28 (2). , Abril de
dc.descriptionFeldmann, A., Gilbert, A.C., Willinger, W., Data Networks as Cascades: Investigating the multifractal Nature of Internet WAN Traffic (1998) Procedures of the ACM SIGCOMM98, pp. 25-38. , Vancouver, B.C., Canadá
dc.descriptionPeitgen, H.-O., Jurgens, H., Saupe, D., (1994) Chaos and Fractals, , Spriger-Verlag, Inglaterra
dc.descriptionStark, H., Woods, J.W., (1994) Probability, Random Processes and Estimation Theory for Engineers, , Prentice Hall
dc.descriptionNorros, I., Pruthi, P., On the Applicability of Gaussian Traffic Models
dc.descriptionNorros, I., On the Use of Fractional Brownian Motion in the Theory of Connectionless Networks (1995) IEEE Journal on Selected Areas in Communications, , Agosto de
dc.descriptionNorros, I., A Storage Model with Self-Similar Input (1994) Queuing Systems
dc.descriptionBeran, J., (1994) Statistics for Long-Memory Process, , Chapman & Hall
dc.descriptionRoberts, J., Mocci, U., Virtamo, J., (1996) Broadband Network Traffic - Final Report of Action COST 242, , Springer-Verlag, Alemanha
dc.descriptionJerkins, J.L., Wang, J.L., (1998) From Network Measurement Collection to Traffic Performance Modeling: Challenges and Lesson Learned, , IEEE, CAMAD, São Paulo, Brasil
dc.descriptionKesidis, G., Walrand, J., Chang, C.-S., Effective Bandwidth for Multiclass Markov Fluids and Other ATM Sources (1993) IEEE Trans. Networking
dc.descriptionSexton, M., Reid, A., (1997) Broadband Networking: ATM, SDH and Sonet, , Artech House, USA
dc.descriptionDekking, M., Véhel, J.L., Lutton, E., Tricot, C., (1999) Fractals: Theory and Applications in Engineering, , Springer-Verlag, England
dc.descriptionTaqqu, M.S., Teverovsky, V., Willingger, W., Is Network Traffic Self-Similar or multifractal? (1996) Journal Fractals
dc.descriptionMannersalo, P., Norros, I., Multifractal Analysis: A Potential Tool for Teletraffic Characterization?, , COST 257
dc.descriptionBalakrishnan, R., Williamson, C., (2002) A Performance Comparison of "Monofractal" and "Multifractal" Traffic Streams, , Department of Computer Science University of Saskatchewan, Canadá
dc.descriptionPontes, R., Coelho, R., (2001) The Scaling Characteristics of the Video Traffic and Its Impacts on the Acceptance Regions, , ITC 17, Brasil
dc.descriptionRelatório 01, Projeto Ericsson UNI-20, Março de 2001Relatório 02, Projeto Ericsson UNI-20, Setembro de 2001Relatório 03, Projeto Ericsson UNI-20, Março de 2002Peltier, R.F., Véhel, J.L., (1995) Multifractal" Brownian Motion: Definition and Preliminary Results, , INRIA, França, Março de
dc.descriptionRiedi, R.H., Véhel, J.L., (1997) Multifractal Properties of TCP Traffic: A Numerical Study, , INRIA, França, Março de
dc.descriptionKarlin, S., Taylor, H.M., (1975) A First Course in Stochastic Processes, , Academic Press
dc.descriptionWillinger, W., Sherman, R., Wilson, D., Self-Similarity Through High-Variability: Statistical Analysis of Ethernet LAN Traffic at the Source Level (1997) IEEE/ACM Transaction on Networking, 5 (1). , Fevereiro de
dc.descriptionhttp://www.INRIA.com.fr, FRACLABCanus, C., Véhel, J.L., Tricot, C., (1998) Continuous Large Deviations "Multifractal" Spectrum: Definition and Estimation, , INRIA, França
dc.descriptionRiedi, R.H., Crouse, M.S., Ribeiro, V.J., Baranuik, R.G., A Multifractal Wavelet Model with Application to Network Traffic (1999) IEEE Transaction on Information Theory, 45 (3). , Abril de
dc.descriptionVojak, R., Véhel, J.L., (1998) Higher Order "Multifractal" Analysis, , INRIA, França
dc.descriptionPerlingeiro, F.R., Ling, L.L., (1999) Data Traffic Characterization in a Corporate Environment, , Globecomm, Rio de Janeiro
dc.descriptionKelly, F., Notes on Effective Bandwidths, , http://www.statslab.cam.ac.uk/~frank/, University of Cambridge, UK
dc.descriptionMandelbrot, B., (1977) The Fractal Geometry of Nature, , W.H.Freeman and Co., Nova York
dc.descriptionThanki, S.G., (1999) Classification of Galaxies Using Fractal Dimensions, , MS Thesis, Department of Physics, University of Nevada - UNLV, USA
dc.descriptionCanus, C., (1998) Robust Large Deviation Multifractal Spectrum Estimation, , INRIA, França
dc.descriptionGilbert, A.C., Willinger, W., Feldmann, A., (1998) Scaling Analysis of Conservative Cascades, with Application to Network Traffic
dc.descriptionDembo, A., Zeitouni, O., (1998) Large Deviations Techniques and Applications, , Springer-Verlag
dc.descriptionLévy Véhel, J., Riedi, R., (1997) Fractional Brownian Motion and Data Traffic Modeling: The Other End of the Spectrum, , INRIA, França
dc.descriptionLayton, W., Lee, H.K., Peterson, J., Numerical Solution of the Stationary Navier Stokes Equations Using a Multilevel Finite Element Method (1998) SIAM Journal on Scientific Computing, 20 (1), pp. 1-12. , Society for Industrial and Applied Mathematics
dc.descriptionGammel, B.M., (1994) Kritisches Verhalten und Niederfrequenz-Anomalien Beim Quanten-Hall-Effekt, , Technische Universität München
dc.descriptionRelatório 04, Projeto Ericsson UNI-20, Novembro de 2002Billingsley, P., (1986) Probability and Measure, , John Wiley & Sons
dc.descriptionSpiegel, M.R., (1965) Shaum's Outline of Theory and Problems of Laplace Transforms, , MacGraw-Hill Book Co, USA
dc.descriptionRiedi, R.H., (1999) Introduction to Multifractals, , Department of ECE, Rice University, Huston, TX, USA, Outubro de
dc.descriptionRiedi, R.H., Willinger, W., (2000) Self-similar Network Traffic and Performance Evaluation, , Wiley
dc.descriptionDuffield, H.G., O'Connell, (1993) Large Deviations and Overflow Probabilities for the General Single-Server Queue, with Applications, , DIAS-STP
dc.descriptionGlynn, P., Whitt, W., (1993) Logarithmic Asymptotics for Steady-State Tail Probabilities in a Single-Server Queue
dc.descriptionYaïche, H., Mazumdar, R., Rosenberg, C., A Game Theoretic Framework for Bandwidth Allocation and Pricing in Broadband Networks (2000) IEEE/ACM Transactions on Networking, 8 (5). , Outubro
dc.descriptionRamaswamy, S., Gburzynski, P., (1998) A Neural Network Approach to Effective Bandwidth Characterization in ATM Networks, , Universidade de Alberta, Canadá
dc.descriptionCheng, R.-G., Chang, C.-J., Lin, L.-F., A QoS-Provisioning Neural Fuzzy Connection Admission Controller for Multimedia High-Speed Networks (1999) IEEE/ACM Transactions on Networking, 7 (1). , FEVEREIRO
dc.description(1995) An Application of Chaotic Maps to Packet Traffic Modelling, , Tese de Doutorado, Royal Institute of Technology, Suécia
dc.descriptionLe Boudec, J.-Y., (1996) Network Calculus Made Easy, , Ecole Polytecnique Fédérale de Lausanne, Technical Report EPFL-DI 96/218, Dezembro de
dc.descriptionPerlingeiro, F.R., Ling, L.L., (1999) Effective Bandwidth Allocation Approach for Self-Similar Traffic for a Single ATM Connection, , Globecomm, Rio de Janeiro
dc.descriptionLeland, W.E., Willinger, W., Wilson, D.V., (1994) On the Self-Similar Nature of Ethernet Traffic (Extended Version), pp. 1-15. , IEEE
dc.languagept
dc.publisher
dc.relationIEEE Latin America Transactions
dc.rightsfechado
dc.sourceScopus
dc.titleA New Bandwidth Estimation Approach For Fractal Processes [uma Nova Abordagem Para Estimação Da Banda Efetiva Em Processos Fractais]
dc.typeArtículos de revistas


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