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Demand forecasting system for data center, demand forecasting method and recording medium with a demand forecasting program recorded thereon

机译:数据中心的需求预测系统,需求预测方法和记录有需求预测程序的记录介质

摘要

A demand forecasting system and a demand forecasting method capable of forecasting demands for IT resources in a data center accurately are provided. The demand forecasting system includes: a classification unit that classifies a plurality of users who use IT resources in a data center into a plurality of user's behavior classes; an event characteristics model generation unit that generates an event characteristics model representing a variation over time in a usage state of the IT resources caused by an event and the number of the users moving among the user's behavior classes caused by the event; an event influence calculation unit that calculates a predicted value of the variation over time in a usage state of the IT resources and a predicted value of the number of the users moving among the user's behavior classes that will be caused by an event scheduled to be held in the future using the event characteristics model; and a demand forecasting unit that calculates a variation in load on the IT resources.
机译:提供一种能够准确地预测数据中心中的IT资源的需求的需求预测系统和需求预测方法。需求预测系统包括:分类单元,将数据中心中使用IT资源的多个用户分类为多个用户的行为类别;以及事件特征模型生成单元,该事件特征模型生成单元生成事件特征模型,该事件特征模型表示由事件引起的IT资源的使用状态随时间的变化以及由事件引起的用户行为类别之间移动的用户数。事件影响力计算单元,其计算IT资源的使用状态下随时间变化的预测值以及将由计划举行的事件引起的用户行为类之间移动的用户数量的预测值将来使用事件特征模型;需求预测单元计算IT资源负载的变化。

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