Service systems with slowdowns: Potential failures and proposed solutions

Jing Dong, Pnina Feldman, Galit B. Yom-Tov

Research output: Contribution to journalArticlepeer-review

15 Scopus citations

Abstract

Many service systems exhibit service slowdowns when the system is congested. Our goal in this paper is to investigate this phenomenon and its effect on system performance. We modify the Erlang-A model to account for service slowdowns and carry out the performance analysis in the quality- and efficiencydriven (QED) regime. We find that when the load sensitivity is low, the system can achieve QED performance, but the square-root staffing parameter requires an adjustment to achieve the same performance as an ordinary Erlang-A queue. When the load sensitivity is high, the system alternates randomly between a QED and an efficiency-driven (ED) regime performance levels, a phenomenon that we refer to as bistability. We analyze how the system scale and model parameters affect the bistability phenomenon and propose an admission control policy to avoid ED performance.

Original languageEnglish (US)
Pages (from-to)305-324
Number of pages20
JournalOperations Research
Volume63
Issue number2
DOIs
StatePublished - Mar 1 2015

Keywords

  • Bistability
  • Erlang-A model
  • Halfin-Whitt regime
  • Load-dependent queues
  • QED
  • Service systems
  • State-dependent queues

ASJC Scopus subject areas

  • Computer Science Applications
  • Management Science and Operations Research

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