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Adaptive fuzzy rule controlling system for software defined storage system for controlling performance parameter

机译:用于控制性能参数的软件定义存储系统的自适应模糊规则控制系统

摘要

An adaptive fuzzy rule controlling system for a software defined storage (SDS) system to control performance parameters in a storage node is disclosed. The system includes: a traffic monitoring module, for acquiring observed values of performance parameters in the storage node; an adaptive neural fuzzy inference module, for learning a dynamic relationship between configurations of a plurality of storage devices in the storage node and the performance parameters during a period of time, and outputting fuzzy rules which is built according to the dynamic relationship; a traffic forecasting module, for providing forecasted values of the performance parameters in a particular point in time in the future; and a fuzzy rule control module, for arranging the configuration of the storage devices in the storage node in the particular point in time in the future according to the fuzzy rules and the forecasted values.
机译:公开了一种用于软件定义存储(SDS)系统的自适应模糊规则控制系统,以控制存储节点中的性能参数。该系统包括:流量监控模块,用于获取存储节点中性能参数的观测值;自适应神经模糊推理模块,用于学习一段时间内存储节点中多个存储设备的配置与性能参数之间的动态关系,并输出根据该动态关系建立的模糊规则;业务量预测模块,用于在将来的特定时间点提供性能参数的预测值;模糊规则控制模块,用于根据模糊规则和预测值,在将来的特定时间点,对存储节点中的存储设备的配置进行配置。

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