Large fork-join networks with nearly deterministic service times

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In this paper, we study an $N$ server fork-join queueing network with nearly deterministic arrivals and service times. Specifically, we aim to approximate the length of the largest of the $N$ queues in the network. From a practical point of view, this has interesting applications, such as modeling the delays in a large supply chain. We present a fluid limit and a steady-state result for the maximum queue length, as $N\to\infty$. These results have remarkable differences. The steady-state result depends on two model parameters, while the fluid limit only depends on one model parameter. In addition, the fluid limit requires a different spatial scaling than the backlog in steady state. In order to prove these results, we use extreme value theory and diffusion approximations for the queue lengths.
Originele taal-2Engels
ArtikelnummerarXiv 1912.11661v1
Aantal pagina's36
TijdschriftarXiv.org,e-Print Archive, Mathematics
StatusGepubliceerd - 25 dec 2019

Trefwoorden

  • math.PR
  • cs.PF

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