Large Deviations for Gaussian Queues: Modelling Communication Networks
- 作者
- 出版社 Wiley & Sons
- 出版时间 2007年6月 第1版
- ISBN 9780470015230
- 定价 1591.40
内容简介
InrecentyearsthesignificanceofGaussianprocessestocommunicationnetworkshasgrownconsiderably.TheinherentflexibilityoftheGaussiantrafficmodelenablestheanalysis,inasinglemathematicalframework,ofsystemswithbothlong-rangeandshort-rangedependentinputstreams.LargeDeviationsforGaussianQueuesdemonstrateshowtheGaussiantrafficmodelarisesnaturally,andhowtheanalysisofthecorrespondingqueuingmodelcanbeperformed.ThetextprovidesageneralintroductiontoGaussianqueues,andsurveysrecentresearchintothemodellingofcommunicationsnetworks.Coverageincludes:DiscussionofthetheoreticalconceptsandpracticalaspectsrelatedtoGaussiantrafficmodels.AnalysisofrecentresearchasymptoticresultsforGaussianqueues,bothinthelarge-bufferandmany-sourcesregime.Anemphasisonrare-eventanalysis,relyingonavarietyofasymptotictechniques.Examinationofsingle-nodeFIFOqueuingsystems,aswellasqueuesoperatingundermorecomplexschedulingdisciplines,andqueuingnetworks.Asetofillustrativeexamplesthatdirectlyrelatetoimportantpracticalproblemsincommunicationnetworking.Alargecollectionofinstructiveexercisesandaccompanyingsolutions.LargeDeviationsforGaussianQueuesassumesminimalpriorknowledge.Itisideallysuitedforpostgraduatestudentsinappliedprobability,operationsresearch,computerscienceandelectricalengineering.Thebook’sself-containedstylemakesitperfectforpractitionersinthecommunicationsnetworkingindustryandforresearchersinrelatedareas.
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