Markov nets: probabilistic models for distributed and concurrent systems

@article{Benveniste2003MarkovNP,
  title={Markov nets: probabilistic models for distributed and concurrent systems},
  author={Albert Benveniste and Eric Fabre and Stefan Haar},
  journal={IEEE Trans. Automat. Contr.},
  year={2003},
  volume={48},
  pages={1936-1950}
}
For distributed systems, i.e., large complex networked systems, there is a drastic difference between a local view and knowledge of the system, and its global view. Distributed systems have local state and time, but do not possess global state and time in the usual sense. In this paper, motivated by the monitoring of distributed systems and in particular of telecommunications networks, we develop a generalization of Markov chains and hidden Markov models (Hmm) for distributed and concurrent… CONTINUE READING
Highly Cited
This paper has 105 citations. REVIEW CITATIONS
51 Citations
33 References
Similar Papers

Citations

Publications citing this paper.

Similar Papers

Loading similar papers…