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Conference Paper: Decomposition of network of queues with self-similar traffic

TitleDecomposition of network of queues with self-similar traffic
Authors
KeywordsSelf-similar traffic
Jackson's Theorem
network of queues
Issue Date1998
PublisherIEEE. The Journal's web site is located at http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000308
Citation
Conference Record / Ieee Global Telecommunications Conference, 1998, v. 5, p. 3001-3006 How to Cite?
AbstractJackson's network of queues model greatly simplifies the performance analysis of telecommunication networks with Poisson traffic arrivals and exponential service times. It reduces the analysis of a network into the analysis of individual communication links, each of which may be modeled as an M/M/m queue. Motivated by the growing significance of self-similar traffic in modeling broadband network traffic, we propose a new network of queues model for telecommunication networks. Our model resembles Jackson's model except that the arrival is self-similar and the service time is deterministic. It captures the characteristics of modern high speed cell-based networks. We hypothesize a result analogous to Jackson's Theorem, that each mode of this network model behaves as a G/D/1 queue with self-similar arrival. Based on this hypothesis, many network-wide performance measures, such as the end-to-end delay, can be evaluated in a simple fashion. Our hypothesis is strongly supported by three facts, namely, the sum of independent self-similar processes, the random splitting of self-similar processes, and the output process of a deterministic service time queue with self-similar input are all self-similar.
Persistent Identifierhttp://hdl.handle.net/10722/46093
ISSN

 

DC FieldValueLanguage
dc.contributor.authorChan, TatKeungen_HK
dc.contributor.authorLi, Victor OKen_HK
dc.date.accessioned2007-10-30T06:42:25Z-
dc.date.available2007-10-30T06:42:25Z-
dc.date.issued1998en_HK
dc.identifier.citationConference Record / Ieee Global Telecommunications Conference, 1998, v. 5, p. 3001-3006en_HK
dc.identifier.issn1054-5921en_HK
dc.identifier.urihttp://hdl.handle.net/10722/46093-
dc.description.abstractJackson's network of queues model greatly simplifies the performance analysis of telecommunication networks with Poisson traffic arrivals and exponential service times. It reduces the analysis of a network into the analysis of individual communication links, each of which may be modeled as an M/M/m queue. Motivated by the growing significance of self-similar traffic in modeling broadband network traffic, we propose a new network of queues model for telecommunication networks. Our model resembles Jackson's model except that the arrival is self-similar and the service time is deterministic. It captures the characteristics of modern high speed cell-based networks. We hypothesize a result analogous to Jackson's Theorem, that each mode of this network model behaves as a G/D/1 queue with self-similar arrival. Based on this hypothesis, many network-wide performance measures, such as the end-to-end delay, can be evaluated in a simple fashion. Our hypothesis is strongly supported by three facts, namely, the sum of independent self-similar processes, the random splitting of self-similar processes, and the output process of a deterministic service time queue with self-similar input are all self-similar.en_HK
dc.format.extent439907 bytes-
dc.format.extent4152649 bytes-
dc.format.extent23319 bytes-
dc.format.mimetypeapplication/pdf-
dc.format.mimetypeapplication/pdf-
dc.format.mimetypetext/plain-
dc.languageengen_HK
dc.publisherIEEE. The Journal's web site is located at http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000308en_HK
dc.relation.ispartofConference Record / IEEE Global Telecommunications Conferenceen_HK
dc.rights©1998 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.en_HK
dc.rightsCreative Commons: Attribution 3.0 Hong Kong License-
dc.subjectSelf-similar trafficen_HK
dc.subjectJackson's Theoremen_HK
dc.subjectnetwork of queuesen_HK
dc.titleDecomposition of network of queues with self-similar trafficen_HK
dc.typeConference_Paperen_HK
dc.identifier.openurlhttp://library.hku.hk:4550/resserv?sid=HKU:IR&issn=1054-5921&volume=5&spage=3001&epage=3006&date=1998&atitle=Decomposition+of+network+of+queues+with+self-similar+trafficen_HK
dc.identifier.emailLi, Victor OK:vli@eee.hku.hken_HK
dc.identifier.authorityLi, Victor OK=rp00150en_HK
dc.description.naturepublished_or_final_versionen_HK
dc.identifier.doi10.1109/GLOCOM.1998.776623en_HK
dc.identifier.scopuseid_2-s2.0-0032274478en_HK
dc.identifier.hkuros44328-
dc.identifier.volume5en_HK
dc.identifier.spage3001en_HK
dc.identifier.epage3006en_HK
dc.identifier.scopusauthoridChan, TatKeung=7402687384en_HK
dc.identifier.scopusauthoridLi, Victor OK=7202621685en_HK

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