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Optimally configuring an information landscape

机译:优化配置信息格局

摘要

According to an embodiment of the present invention, a system optimizes an information processing environment, and comprises at least one processor. The system collects information pertaining to operational behavior of the information processing environment and including a plurality of parameters. A neural network structure is established to associate the parameters to a desired operational performance characteristic for the information processing environment. The neural network structure is trained with the collected information from the information processing environment to produce a model for the information processing environment. The model is optimized to determine values for the parameters and the information processing environment is adjusted based on the determined parameter values to attain the desired operational performance of the information processing environment. Embodiments of the present invention further include a method and computer program product for optimizing an information processing environment in substantially the same manner described above.
机译:根据本发明的实施例,一种系统优化信息处理环境,并且包括至少一个处理器。该系统收集与信息处理环境的操作行为有关的信息,并且包括多个参数。建立神经网络结构以将参数与信息处理环境的所需操作性能特征相关联。利用从信息处理环境中收集的信息来训练神经网络结构,以生成用于信息处理环境的模型。优化模型以确定参数值,并基于确定的参数值调整信息处理环境,以实现信息处理环境的所需操作性能。本发明的实施例还包括一种用于以与上述基本相同的方式来优化信息处理环境的方法和计算机程序产品。

著录项

  • 公开/公告号US9043255B2

    专利类型

  • 公开/公告日2015-05-26

    原文格式PDF

  • 申请/专利权人 BRIAN P. BYRNE;SUSHAIN PANDIT;

    申请/专利号US201213467315

  • 发明设计人 BRIAN P. BYRNE;SUSHAIN PANDIT;

    申请日2012-05-09

  • 分类号G06N5/00;G06F1/00;G06N3/08;

  • 国家 US

  • 入库时间 2022-08-21 15:19:08

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