Sergey  Vladimirovich Gaevoy, Wesam  Mohammed Abdo Ahmed, Sergey  Alekseevich Fomenkov, Sergey  Grigorievich Kolesnikov, 
    Methods of Modeling Incoming Jobs Stream used on the
Computing Cluster UniLu-Gaia,
    Journal of Engineering and Applied Sciences,
    Volume 12,Issue 24,
    2017,
    Pages 7548-7554,
    ISSN 1816-949x,
    jeasci.2017.7548.7554,
    (https://makhillpublications.co/view-article.php?doi=jeasci.2017.7548.7554)
    Abstract: At present, the need to analyze the maintenance of tasks by computing clusters is urgent. In the
study the question of transition from a log of operation of a computing cluster (the list of all comers of jobs)
to its approximation is considered. Stochastic parameters are approximated: runtime of jobs intervals between
their arrivals. The result is checked by simulation modeling.
    Keywords: Method of the greatest (maximum) credibility;method of the moments;distribution function;parallel loadings;not scalable tasks;time of performance of tasks;imitating modeling;stochastic approximation