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    • 6. 发明授权
    • System, method and program product for forecasting the demand on computer resources
    • 用于预测计算机资源需求的系统,方法和程序产品
    • US07882075B2
    • 2011-02-01
    • US12122069
    • 2008-05-16
    • Yasuhiro SuzukiKatsuyoshi YamamotoNaoya Yamamoto
    • Yasuhiro SuzukiKatsuyoshi YamamotoNaoya Yamamoto
    • G06F7/00
    • G06F11/3409G06F11/3452G06F11/3476G06F2201/87G06F2201/875Y10S707/99932
    • An automated system and method for predicting a future resource utilization tendency by analyzing a change in resource usage on the basis of a real operation condition in a computer system. A CPU utilization estimating unit acquires a resource log and a transaction log, and estimates utilization for each transaction, and information on the number of executions for each transaction, a processing amount predicting unit performs a statistical time-series analysis on the basis of time-series data of the number of executions for each transaction included in the transaction log and predicts an amount of processing for each type of a transaction, and a resource utilization predicting unit predicts the computer resource utilization or demand on from the estimated resource utilization for each transaction and the future predicted amount of processing for each transaction.
    • 一种用于通过基于计算机系统中的实际操作条件分析资源使用变化来预测未来资源利用趋势的自动化系统和方法。 CPU利用率估计单元获取资源日志和事务日志,并且估计每个事务的利用率以及关于每个事务的执行次数的信息,处理量预测单元基于时间序列来执行统计时间序列分析, 包括在事务日志中的每个事务的执行次数的系列数据,并且预测每种类型的事务的处理量,资源利用预测单元根据每个事务的估计的资源利用率预测计算机资源利用或需求 以及未来预测每笔交易的处理量。