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1. 发明授权

US07191178B1 Method for allocation of web pages using neural networks 有权
标题翻译：使用神经网络分配网页的方法
公开(公告)号：US07191178B1
公开(公告)日：2007-03-13
申请号：US10073453
申请日：2002-02-11
申请人： Vir V. Phoha , Sitharama S. Iyengar , Rajgopal Kannan
发明人： Vir V. Phoha , Sitharama S. Iyengar , Rajgopal Kannan
IPC分类号： G06F17/30
CPC分类号： H04L67/1008 , H04L67/02 , H04L67/1002 , H04L67/1023 , H04L67/2814 , H04L67/2842 , Y10S707/99932 , Y10S707/99936
摘要： The invention is a method of allocating a computer to service a request for a data set in a system having a plurality of computers. The method is implemented on a neural having at an input layer having input nodes and an output layer having output nodes, where each output node is associated with a specific computer. Connecting the input nodes to the output nodes are weights w(j,k). Each output node is associated with a computer in the system, and the inputs to the input nodes are dependent upon the number of requests for specific pages.
摘要翻译：本发明是一种分配计算机以对具有多个计算机的系统中的数据集的请求进行服务的方法。该方法在具有输入节点的输入层和具有输出节点的输出层的神经元上实现，其中每个输出节点与特定计算机相关联。将输入节点连接到输出节点是权重w（j，k）。每个输出节点与系统中的计算机相关联，输入节点的输入取决于特定页面的请求数量。

2. 发明授权

US07730086B1 Data set request allocations to computers 有权
标题翻译：数据集请求分配给计算机
公开(公告)号：US07730086B1
公开(公告)日：2010-06-01
申请号：US11670113
申请日：2007-02-01
申请人： Vir V. Phoha , Sitharama S. Iyengar , Rajgopal Kannan
发明人： Vir V. Phoha , Sitharama S. Iyengar , Rajgopal Kannan
IPC分类号： G06N3/02
CPC分类号： H04L67/1008 , H04L67/02 , H04L67/1002 , H04L67/1023 , H04L67/2814 , H04L67/2842 , Y10S707/99932 , Y10S707/99936
摘要： A method of allocation a computer to service a request for a data set in a system having a plurality of computers. The method is implemented on a neural network having only an input layer having input nodes and an output layer having output nodes, where each output node is associated with a specific computer. Connecting the input nodes to the output nodes are weights w(j,k). The method includes the steps of receiving a request for data set “I” and inputting to the input layer a vector R(I) dependent upon the number of requests for the requested data over a predetermined period of time and selecting a computer assignment associated with of one of the output nodes to service the data request, where the output node selected is associated with a specific weight selected to minimize a predetermined metric measuring the distance between the vector entry R(I) and the weights(I,k).
摘要翻译：一种分配计算机以对具有多个计算机的系统中的数据集的请求进行服务的方法。该方法在具有仅具有输入节点的输入层和具有输出节点的输出层的神经网络上实现，其中每个输出节点与特定计算机相关联。将输入节点连接到输出节点是权重w（j，k）。该方法包括以下步骤：接收对数据集“I”的请求并根据在预定时间段内对所请求数据的请求数量向输入层输入向量R（I），并选择与输出节点之一来服务数据请求，其中所选择的输出节点与选择的特定权重相关联，以最小化测量向量条目R（I）和权重（I，k）之间的距离的预定度量。

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