Modeling TCP Incast Issue in Data Center Networks and an Adaptive Application-Layer Solution-中国期刊网

摘要 Indatacenters,thetransmissioncontrolprotocol(TCP)incastcausescatastrophicgoodputdegradationtoapplicationswithamany-to-onetrafficpattern.Inthispaper,weintendtotameincastatthereceiver-sideapplication.Towardsthisgoal,wefirstdevelopananalyticalmodelthatformulatestheincastprobabilityasafunctionofconnectionvariablesandnetworkenvironmentsettings.Wecombinethemodelwiththeoptimizationtheoryandderivesomeinsightsintominimizingtheincastprobabilitythroughtuningconnectionvariablesrelatedtoapplications.Then,enlightenedbytheanalyticalresults,weproposeanadaptiveapplication-layersolutiontotheTCPincast.Thesolutionequallyallocatesadvertisedwindowstoconcurrentconnections,anddynamicallyadaptsthenumberofconcurrentconnectionstothevaryingconditions.SimulationresultsshowthatoursolutionconsistentlyeludesincastandachieveshighgoodputinvariousscenariosincludingtheoneswithmultiplebottlenecklinksandbackgroundTCPtraffic.

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Modeling TCP Incast Issue in Data Center Networks and an Adaptive Application-Layer Solution

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Modeling TCP Incast Issue in Data Center Networks and an Adaptive Application-Layer Solution

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