Analysis and modeling of job arrivals in a production grid

@article{Li2007AnalysisAM,
  title={Analysis and modeling of job arrivals in a production grid},
  author={Hui Li and Michael Muskulus},
  journal={SIGMETRICS Performance Evaluation Review},
  year={2007},
  volume={34},
  pages={59-70}
}
In this paper we present an initial analysis of job arrivals in a production data-intensive Grid and investigate several traffic models for the interarrival time processes. Our analysis focuses on the heavy-tail behavior and autocorrelations, and the modeling is carried out at three different levels: Grid, Virtual Organization (VO), and region. A set of m-state Markov modulated Poisson processes (MMPP) is investigated, while Poisson processes and hyperexponential renewal processes are evaluated… CONTINUE READING

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