cris.boxmetadata.label.title
On the Use of Probabilistic Envelope Processes in Resource Allocation
cris.boxmetadata.label.dateissued
01 browse.startsWith.months.october 2003
cris.boxmetadata.label.accesslevel
metadata only access
cris.boxmetadata.label.resourcetype
conference paper
cris.boxmetadata.label.authors
Guerrero M.L.
Makrakis D.
University of Ottawa
cris.boxmetadata.label.abstract
Recent experimental studies have shown that several traffic classes exhibit higher variability than the one captured by currently used traffic models. As a result of this, more flexible models based on α-stable stochastic processes have been proposed. They have been satisfactorily justified and proven to capture different levels of long-range dependence and variability. An important application of traffic models is to determine the magnitude of the network resource required to support data transfer with quality of service guarantees. To this end, some probabilistic envelope processes have been defined for earlier models. We generalize this concept to the α-stable case and describe some applications in the context of resource allocation. We also show that envelope processes help to understand the sharp difference in performance between theoretical queuing models with α-stable input and their real-life counterparts.
cris.boxmetadata.label.citationstartpage
993
cris.boxmetadata.label.citationendpage
996
cris.boxmetadata.label.volume
2
cris.boxmetadata.label.language
English
cris.boxmetadata.label.ocdeknowledgeArea
Ingeniería eléctrica, Ingeniería electrónica
cris.boxmetadata.label.scopusidentifier
2-s2.0-0141651734
cris.boxmetadata.label.containerissn
08407789
cris.boxmetadata.label.conference
Canadian Conference on Electrical and Computer Engineering
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