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
- Institución
- Universidad Nacional de La Plata
- OAI Identificador
- oai:sedici.unlp.edu.ar:10915/123802
Ver los metadatos del registro completo
id |
SEDICI_94a4fb7447836e7b13bfa4674fa436fd |
---|---|
oai_identifier_str |
oai:sedici.unlp.edu.ar:10915/123802 |
network_acronym_str |
SEDICI |
repository_id_str |
1329 |
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 http://purl.org/coar/resource_type/c_5794 info:ar-repo/semantics/documentoDeConferencia |
format |
conferenceObject |
status_str |
publishedVersion |
dc.identifier.none.fl_str_mv |
http://sedici.unlp.edu.ar/handle/10915/123802 |
url |
http://sedici.unlp.edu.ar/handle/10915/123802 |
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 http://creativecommons.org/licenses/by-nc-sa/4.0/ 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 |
dc.source.none.fl_str_mv |
reponame:SEDICI (UNLP) instname:Universidad Nacional de La Plata instacron:UNLP |
reponame_str |
SEDICI (UNLP) |
collection |
SEDICI (UNLP) |
instname_str |
Universidad Nacional de La Plata |
instacron_str |
UNLP |
institution |
UNLP |
repository.name.fl_str_mv |
SEDICI (UNLP) - Universidad Nacional de La Plata |
repository.mail.fl_str_mv |
alira@sedici.unlp.edu.ar |
_version_ |
1846783444366917632 |
score |
12.982451 |