• DocumentCode
    260520
  • Title

    On the Relations between Lumpability and Reversibility

  • Author

    Marin, Andrea ; Rossi, Sabina

  • Author_Institution
    DAIS, Univ. Ca´ Foscari Venezia, Venice, Italy
  • fYear
    2014
  • fDate
    9-11 Sept. 2014
  • Firstpage
    427
  • Lastpage
    432
  • Abstract
    In the literature devoted to the efficient solution of Continuous Time Markov Chains (CTMCs) the notions of lump ability and reversibility have a central role. In the context of lump able Markov chains several definitions have been introduced: strong, exact and strict, just to mention a few of them. On the side of the analysis of reversible CTMCs the research community has shown great interest in the application of this notion with the aim of efficiently computing the stationary distribution of large models (e.g., obtained by composition of several processes). In this paper we show for the first time the relations between the above mentioned notions of lump ability and the concept of reversibility. The major outcome of our research is proving a strong connection between the notion of strict lump ability and that of reversibility.
  • Keywords
    Markov processes; computer network performance evaluation; CTMC; continuous time Markov chains; large models stationary distribution; lumpability; performance evaluation; reversibility; Analytical models; Computational modeling; Generators; Markov processes; Space stations; Steady-state; Markov chains; lumping; reversibility;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Modelling, Analysis & Simulation of Computer and Telecommunication Systems (MASCOTS), 2014 IEEE 22nd International Symposium on
  • Conference_Location
    Paris
  • ISSN
    1526-7539
  • Type

    conf

  • DOI
    10.1109/MASCOTS.2014.59
  • Filename
    7033681