TY - JOUR T1 - Methods of Modeling Incoming Jobs Stream used on the Computing Cluster UniLu-Gaia AU - Vladimirovich Gaevoy, Sergey AU - Mohammed Abdo Ahmed, Wesam AU - Alekseevich Fomenkov, Sergey AU - Grigorievich Kolesnikov, Sergey JO - Journal of Engineering and Applied Sciences VL - 12 IS - 24 SP - 7548 EP - 7554 PY - 2017 DA - 2001/08/19 SN - 1816-949x DO - jeasci.2017.7548.7554 UR - https://makhillpublications.co/view-article.php?doi=jeasci.2017.7548.7554 KW - Method of the greatest (maximum) credibility KW -method of the moments KW -distribution function KW -parallel loadings KW -not scalable tasks KW -time of performance of tasks KW -imitating modeling KW -stochastic approximation AB - 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. ER -