Mathematical Methods of Operations Research · 2007 · 36 citations · 12 references
BusinessComputer ScienceProbability TheoryQueuing TheoryStochastic ProcessesBrownian MotionQueueing AnalysisQueueing NetworksQueueing ProcessesQueueing SystemsQueueing TheoryAsymptotic Analysis Of QueuesAsymptotic Queueing TheoryJoint Distribution EstimationMulti-server Queue AsymptoticsQueue DynamicsQueue Length AsymptoticsQueueing ModelsSample Path Large Deviations
We analyze a two-node tandem queue with Brownian input. We first derive an explicit expression for the joint distribution function of the workloads of the first and second queue, which also allows us to calculate their exact large-buffer asymptotics. The nature of these asymptotics depends on the model parameters, i.e., there are different regimes. By using sample-path large-deviations (Schilder’s theorem) these regimes can be interpreted: we explicitly characterize the most likely way the buffers fill.
12