Interference queueing networks on grids

Abishek Sankararaman, François Baccelli, Sergey Foss

Research output: Contribution to journalArticle

1 Citation (Scopus)

Abstract

Consider a countably infinite collection of interacting queues, with a queue located at each point of the d-dimensional integer grid, having independent Poisson arrivals, but dependent service rates. The service discipline is of the processor sharing type, with the service rate in each queue slowed down, when the neighboring queues have a larger workload. The interactions are translation invariant in space and is neither of the Jackson Networks type, nor of the mean-field type. Coupling and percolation techniques are first used to show that this dynamics has well-defined trajectories. Coupling from the past techniques are then proposed to build its minimal stationary regime. The rate conservation principle of Palm calculus is then used to identify the stability condition of this system, where the notion of stability is appropriately defined for an infinite dimensional process. We show that the identified condition is also necessary in certain special cases and conjecture it to be true in all cases. Remarkably, the rate conservation principle also provides a closed-form expression for the mean queue size. When the stability condition holds, this minimal solution is the unique translation invariant stationary regime. In addition, there exists a range of small initial conditions for which the dynamics is attracted to the minimal regime. Nevertheless, there exists another range of larger though finite initial conditions for which the dynamics diverges, even though stability criterion holds.

Original languageEnglish
Pages (from-to)2929-2987
Number of pages59
JournalAnnals of Applied Probability
Volume29
Issue number5
DOIs
Publication statusPublished - Oct 2019

Keywords

  • Coupling from the past
  • Information theory
  • Interacting queues
  • Interference field
  • Loynes' construction
  • Mass transport theorem
  • Monotonicity
  • Particle systems
  • Percolation
  • Positive correlation
  • Queueing theory
  • Rate conservation principle
  • Stability and instability
  • Stationary distribution
  • Wireless network
  • EXISTENCE
  • SYSTEM
  • STABILITY
  • monotonicity
  • positive correlation
  • interference field
  • TRANSIENCE
  • percolation
  • information theory
  • wireless network
  • queueing theory
  • interacting queues
  • POWER
  • coupling from the past
  • stationary distribution
  • stability and instability
  • mass transport theorem
  • particle systems

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