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Article: A new generalized particle approach to parallel bandwidth allocation

TitleA new generalized particle approach to parallel bandwidth allocation
Authors
KeywordsBandwidth allocation
Computer networks
Distributed parallel algorithm
Dynamical process
Generalized particle (GP)
Issue Date2006
PublisherElsevier BV. The Journal's web site is located at http://www.elsevier.com/locate/comcom
Citation
Computer Communications, 2006, v. 29 n. 18, p. 3933-3945 How to Cite?
AbstractThis paper presents a new generalized particle (GP) approach to dynamical optimization of network bandwidth allocation, which can also be used to optimize other resource assignments in networks. By using the GP model, the complicated network bandwidth allocation problem is transformed into the kinematics and dynamics of numerous particles in two reciprocal dual force-fields. The proposed model and algorithm are featured by the powerful processing ability under a complex environment that involves the various interactions among network entities, the market mechanism between the demands and service, and other phenomena common in networks, such as congestion, metabolism, and breakdown of network entities. The GP approach also has the advantages in terms of the higher parallelism, lower computation complexities, and the easiness for hardware implementation. The properties of the approach, including the correctness, convergency and stability, are discussed in details. Simulation results attest to the effectiveness and suitability of the proposed approach. © 2006 Elsevier B.V. All rights reserved.
Persistent Identifierhttp://hdl.handle.net/10722/53598
ISSN
2015 Impact Factor: 2.099
2015 SCImago Journal Rankings: 0.889
ISI Accession Number ID
References

 

DC FieldValueLanguage
dc.contributor.authorFeng, Xen_HK
dc.contributor.authorLau, FCMen_HK
dc.contributor.authorShuai, Den_HK
dc.date.accessioned2009-04-03T07:24:16Z-
dc.date.available2009-04-03T07:24:16Z-
dc.date.issued2006en_HK
dc.identifier.citationComputer Communications, 2006, v. 29 n. 18, p. 3933-3945en_HK
dc.identifier.issn0140-3664en_HK
dc.identifier.urihttp://hdl.handle.net/10722/53598-
dc.description.abstractThis paper presents a new generalized particle (GP) approach to dynamical optimization of network bandwidth allocation, which can also be used to optimize other resource assignments in networks. By using the GP model, the complicated network bandwidth allocation problem is transformed into the kinematics and dynamics of numerous particles in two reciprocal dual force-fields. The proposed model and algorithm are featured by the powerful processing ability under a complex environment that involves the various interactions among network entities, the market mechanism between the demands and service, and other phenomena common in networks, such as congestion, metabolism, and breakdown of network entities. The GP approach also has the advantages in terms of the higher parallelism, lower computation complexities, and the easiness for hardware implementation. The properties of the approach, including the correctness, convergency and stability, are discussed in details. Simulation results attest to the effectiveness and suitability of the proposed approach. © 2006 Elsevier B.V. All rights reserved.en_HK
dc.languageengen_HK
dc.publisherElsevier BV. The Journal's web site is located at http://www.elsevier.com/locate/comcomen_HK
dc.relation.ispartofComputer Communicationsen_HK
dc.rightsCreative Commons: Attribution 3.0 Hong Kong License-
dc.rightsComputer Communications. Copyright © Elsevier BV.en_HK
dc.subjectBandwidth allocationen_HK
dc.subjectComputer networksen_HK
dc.subjectDistributed parallel algorithmen_HK
dc.subjectDynamical processen_HK
dc.subjectGeneralized particle (GP)en_HK
dc.titleA new generalized particle approach to parallel bandwidth allocationen_HK
dc.typeArticleen_HK
dc.identifier.openurlhttp://library.hku.hk:4550/resserv?sid=HKU:IR&issn=0140-3664&volume=29&issue=18&spage=3933&epage=3945&date=2006&atitle=A+new+generalized+particle+approach+to+parallel+bandwidth+allocationen_HK
dc.identifier.emailLau, FCM:fcmlau@cs.hku.hken_HK
dc.identifier.authorityLau, FCM=rp00221en_HK
dc.description.naturepostprinten_HK
dc.identifier.doi10.1016/j.comcom.2006.06.013en_HK
dc.identifier.scopuseid_2-s2.0-33751001587en_HK
dc.identifier.hkuros129568-
dc.relation.referenceshttp://www.scopus.com/mlt/select.url?eid=2-s2.0-33751001587&selection=ref&src=s&origin=recordpageen_HK
dc.identifier.volume29en_HK
dc.identifier.issue18en_HK
dc.identifier.spage3933en_HK
dc.identifier.epage3945en_HK
dc.identifier.isiWOS:000248466000023-
dc.publisher.placeNetherlandsen_HK
dc.identifier.scopusauthoridFeng, X=55200149100en_HK
dc.identifier.scopusauthoridLau, FCM=7102749723en_HK
dc.identifier.scopusauthoridShuai, D=7003359432en_HK

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