Fluid models of many-server queues with abandonment

  • Authors:
  • Jiheng Zhang

  • Affiliations:
  • Department of Industrial Engineering and Logistic Management, The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong

  • Venue:
  • Queueing Systems: Theory and Applications
  • Year:
  • 2013

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Abstract

We study many-server queues with abandonment in which customers have general service and patience time distributions. The dynamics of the system are modeled using measure-valued processes, to keep track of the residual service and patience times of each customer. Deterministic fluid models are established to provide a first-order approximation for this model. The fluid model solution, which is proved to uniquely exist, serves as the fluid limit of the many-server queue, as the number of servers becomes large. Based on the fluid model solution, first-order approximations for various performance quantities are proposed.