A note on the performance of a wavelet-based multiscale estimator

Autores
Santi, Leandro; Marrone, Luis Armando
Año de publicación
2012
Idioma
español castellano
Tipo de recurso
documento de conferencia
Estado
versión publicada
Descripción
Quantitative evidence is presented in order to study the performance of a wavelet-based, second order estimator of relevance to multiscaling phenomena such as telecommunications traffic. Special attention is given to the behavior of the confidence intervals of the scaling exponent under Gaussian assumptions with synthetic long-range dependent trajectories, allowing for a straightforward contrast with the theoretical results presented in the bibliography. The bias-variance tradeoff decision behind the choice of the onset of the scaling region is also revisited, along with its influence on the confidence of the intervals of the exponent.
Sociedad Argentina de Informática e Investigación Operativa
Materia
Ciencias Informáticas
Wavelet Decomposition
Long Range Dependence
Scale Invariance
Multiscale Estimation
Fractional Gaussian Noise
Telecommunications Traffic
Nivel de accesibilidad
acceso abierto
Condiciones de uso
http://creativecommons.org/licenses/by-nc-sa/4.0/
Repositorio
SEDICI (UNLP)
Institución
Universidad Nacional de La Plata
OAI Identificador
oai:sedici.unlp.edu.ar:10915/123802
Acceder
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network_name_str SEDICI (UNLP)
spelling A note on the performance of a wavelet-based multiscale estimatorSanti, LeandroMarrone, Luis ArmandoCiencias InformáticasWavelet DecompositionLong Range DependenceScale InvarianceMultiscale EstimationFractional Gaussian NoiseTelecommunications TrafficQuantitative evidence is presented in order to study the performance of a wavelet-based, second order estimator of relevance to multiscaling phenomena such as telecommunications traffic. Special attention is given to the behavior of the confidence intervals of the scaling exponent under Gaussian assumptions with synthetic long-range dependent trajectories, allowing for a straightforward contrast with the theoretical results presented in the bibliography. The bias-variance tradeoff decision behind the choice of the onset of the scaling region is also revisited, along with its influence on the confidence of the intervals of the exponent.Sociedad Argentina de Informática e Investigación Operativa2012-08info:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/publishedVersionObjeto de conferenciahttp://purl.org/coar/resource_type/c_5794info:ar-repo/semantics/documentoDeConferenciaapplication/pdf109-120http://sedici.unlp.edu.ar/handle/10915/123802spainfo:eu-repo/semantics/altIdentifier/url/https://41jaiio.sadio.org.ar/sites/default/files/10_AST_2012.pdfinfo:eu-repo/semantics/altIdentifier/issn/1850-2806info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-sa/4.0/Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)reponame:SEDICI (UNLP)instname:Universidad Nacional de La Platainstacron:UNLP2025-10-22T17:10:34Zoai:sedici.unlp.edu.ar:10915/123802Institucionalhttp://sedici.unlp.edu.ar/Universidad públicaNo correspondehttp://sedici.unlp.edu.ar/oai/snrdalira@sedici.unlp.edu.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:13292025-10-22 17:10:35.163SEDICI (UNLP) - Universidad Nacional de La Platafalse
dc.title.none.fl_str_mv A note on the performance of a wavelet-based multiscale estimator
title A note on the performance of a wavelet-based multiscale estimator
spellingShingle A note on the performance of a wavelet-based multiscale estimator
Santi, Leandro
Ciencias Informáticas
Wavelet Decomposition
Long Range Dependence
Scale Invariance
Multiscale Estimation
Fractional Gaussian Noise
Telecommunications Traffic
title_short A note on the performance of a wavelet-based multiscale estimator
title_full A note on the performance of a wavelet-based multiscale estimator
title_fullStr A note on the performance of a wavelet-based multiscale estimator
title_full_unstemmed A note on the performance of a wavelet-based multiscale estimator
title_sort A note on the performance of a wavelet-based multiscale estimator
dc.creator.none.fl_str_mv Santi, Leandro
Marrone, Luis Armando
author Santi, Leandro
author_facet Santi, Leandro
Marrone, Luis Armando
author_role author
author2 Marrone, Luis Armando
author2_role author
dc.subject.none.fl_str_mv Ciencias Informáticas
Wavelet Decomposition
Long Range Dependence
Scale Invariance
Multiscale Estimation
Fractional Gaussian Noise
Telecommunications Traffic
topic Ciencias Informáticas
Wavelet Decomposition
Long Range Dependence
Scale Invariance
Multiscale Estimation
Fractional Gaussian Noise
Telecommunications Traffic
dc.description.none.fl_txt_mv Quantitative evidence is presented in order to study the performance of a wavelet-based, second order estimator of relevance to multiscaling phenomena such as telecommunications traffic. Special attention is given to the behavior of the confidence intervals of the scaling exponent under Gaussian assumptions with synthetic long-range dependent trajectories, allowing for a straightforward contrast with the theoretical results presented in the bibliography. The bias-variance tradeoff decision behind the choice of the onset of the scaling region is also revisited, along with its influence on the confidence of the intervals of the exponent.
Sociedad Argentina de Informática e Investigación Operativa
description Quantitative evidence is presented in order to study the performance of a wavelet-based, second order estimator of relevance to multiscaling phenomena such as telecommunications traffic. Special attention is given to the behavior of the confidence intervals of the scaling exponent under Gaussian assumptions with synthetic long-range dependent trajectories, allowing for a straightforward contrast with the theoretical results presented in the bibliography. The bias-variance tradeoff decision behind the choice of the onset of the scaling region is also revisited, along with its influence on the confidence of the intervals of the exponent.
publishDate 2012
dc.date.none.fl_str_mv 2012-08
dc.type.none.fl_str_mv info:eu-repo/semantics/conferenceObject
info:eu-repo/semantics/publishedVersion
Objeto de conferencia
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info:ar-repo/semantics/documentoDeConferencia
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status_str publishedVersion
dc.identifier.none.fl_str_mv http://sedici.unlp.edu.ar/handle/10915/123802
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dc.language.none.fl_str_mv spa
language spa
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/url/https://41jaiio.sadio.org.ar/sites/default/files/10_AST_2012.pdf
info:eu-repo/semantics/altIdentifier/issn/1850-2806
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
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Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-sa/4.0/
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
dc.format.none.fl_str_mv application/pdf
109-120
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instname_str Universidad Nacional de La Plata
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repository.name.fl_str_mv SEDICI (UNLP) - Universidad Nacional de La Plata
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