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Title: Агентный подход к реализации модели поведения пользователей Grid-систем
Other Titles: Agent approach to implementation of model of users behavior in Grid systems
Authors: Шелестов, А.Ю.
Скакун, С.В.
Куссуль, О.М.
Keywords: Grid-системы
модели поведения
Issue Date: 4-Jul-2008
Publisher: Донецкий национальный технический университет
Citation: Шелестов А.Ю., Скакун С.В., Куссуль О.М. Агентный подход к реализации модели поведения пользователей Grid-систем// Наукові праці Донецького національного технічного університету, серія «Інформатика, кібернетика та обчислювальна техніка»,вып. 9 (132), Донецк, ДонНТУ, 2008. – С.8-14.
Abstract: We propose an agent approach to the implementation of model of users behavior in Grid systems. Proposed model is based on the analysis of statistical data about jobs that were completed by the user in Grid system. In order to distinguish normal and abnormal user’s behavior we use feed-forwards neural networks. We verified the proposed approach on data that were collected by GridICE monitoring system in GILDA-EGEE. The results of experiments showed that our model was able to distinguish abnormal user’s behavior in 90%.
ISSN: 1996-1588
Appears in Collections:Випуск 9 (132)

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