1st International ICST Conference on Performance Evaluation Methodologies and Tools

Research Article

Tail asymptotics for discrete event systems

  • @INPROCEEDINGS{10.1145/1190095.1190141,
        author={Marc  Lelarge},
        title={Tail asymptotics for discrete event systems},
        proceedings={1st International ICST Conference on Performance Evaluation Methodologies and Tools},
        publisher={ACM},
        proceedings_a={VALUETOOLS},
        year={2012},
        month={4},
        keywords={Performance Theory},
        doi={10.1145/1190095.1190141}
    }
    
  • Marc Lelarge
    Year: 2012
    Tail asymptotics for discrete event systems
    VALUETOOLS
    ACM
    DOI: 10.1145/1190095.1190141
Marc Lelarge1,*
  • 1: Department of Mathematics / Boole Centre for Research in Informatics, University College Cork, Ireland
*Contact email: lm4@proba.ucc.ie

Abstract

In the context of communication networks, the framework of stochastic event graphs allows a modeling of control mechanisms induced by the communication protocol and an analysis of its performances. We concentrate on the logarithmic tail asymptotics of the stationary response time for a class of networks that admit a representation as (max,plus)-linear systems in a random medium. We are able to derive analytic results when the distribution of the holding times are lighttailed. We show that the lack of independence may lead in dimension bigger than one to non-trivial efects in the asymptotics of the sojourn time. We also study in detail a simple queueing network with multipath routing.