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Performance evaluation of an emergency call center: Tropical polynomial systems applied to timed petri nets

  • Université Paris Est, ENPC LIGM, IMAGINE
  • Ecole polytechnique
  • Brigade de sapeurs-pompiers de Paris

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

15 Citations (Scopus)

Abstract

We analyze a timed Petri net model of an emergency call center which processes calls with different levels of priority. The counter variables of the Petri net represent the cumulated number of events as a function of time. We show that these variables are determined by a piecewise linear dynamical system. We also prove that computing the stationary regimes of the associated fluid dynamics reduces to solving a polynomial system over a tropical (min-plus) semifield of germs. This leads to explicit formula expressing the throughput of the fluid system as a piecewise linear function of the resources, revealing the existence of different congestion phases. Numerical experiments show that the analysis of the fluid dynamics yields a good approximation of the real throughput.

Original languageEnglish
Title of host publicationFormal Modeling and Analysis of Timed Systems - 13th International Conference, FORMATS 2015, Proceedings
EditorsSriram Sankaranarayanan, Enrico Vicario
PublisherSpringer Verlag
Pages10-26
Number of pages17
ISBN (Print)9783319229744
DOIs
Publication statusPublished - 1 Jan 2015
Event13th International Conference on Formal Modeling and Analysis of Timed Systems, FORMATS 2015 - Madrid, Spain
Duration: 2 Sept 20154 Sept 2015

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume9268
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference13th International Conference on Formal Modeling and Analysis of Timed Systems, FORMATS 2015
Country/TerritorySpain
CityMadrid
Period2/09/154/09/15

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