公开(公告)号：US20120307674A1

公开(公告)日：2012-12-06

申请号：US13579137

申请日：2011-01-28

申请人： Parag Mogre ,  Guillaume Vernet ,  Andreas Ziller

发明人： Parag Mogre ,  Guillaume Vernet ,  Andreas Ziller

IPC分类号： H04L12/26 ,  H04W24/00

CPC分类号： H04J3/1682 ,  H04L47/522 ,  H04L47/70 ,  H04L47/724 ,  H04L47/823 ,  H04L2012/6456 ,  H04W74/0866 ,  H04W84/18

摘要： A method for data transmission from a first node to a second node in a communication network includes: analysing data arriving in a buffer of the first node to generate an arrival history curve describing the amounts of data arriving in the buffer over a past time period; processing the arrival history curve to generate a plurality of signals corresponding to filtered components of the wavelet transform; processing each signal in a separate neural network trained with training patterns based on previously received and buffered data to generate forecast signals for future data arrivals; recombining the forecast signals to generate an arrival forecast curve describing the amounts of data arriving in the buffer in a future period; the first node generating bandwidth reservation requests based on the arrival forecast curve and transmitting the bandwidth requests to the second node; the second node allocating bandwidth based on the bandwidth requests; and transmitting data from the first node to the second node within the allocated bandwidth.

摘要翻译： 一种用于在通信网络中从第一节点到第二节点的数据传输的方法包括：分析到达第一节点的缓冲器的数据，以产生描述在过去时间段内到达缓冲器的数据量的到达历史曲线; 处理到达历史曲线以产生对应于小波变换的滤波分量的多个信号; 在基于先前接收和缓冲的数据的训练模式训练的单独神经网络中处理每个信号以产生用于将来的数据到达的预测信号; 重新组合预测信号以产生描述在未来期间到达缓冲器的数据量的到达预测曲线; 所述第一节点基于所述到达预测曲线生成带宽预留请求并将所述带宽请求发送到所述第二节点; 第二节点根据带宽请求分配带宽; 以及在所分配的带宽内将数据从第一节点发送到第二节点。

公开(公告)号：US20210382882A1

公开(公告)日：2021-12-09

申请号：US17286100

申请日：2019-10-15

申请人： Parag Mogre ,  Philipp Pott

发明人： Parag Mogre ,  Philipp Pott

IPC分类号： G06F16/245 ,  H04L29/08

摘要： The invention is a method, an apparatus and a computer program for the automatic processing of data identifiers (20, 22), wherein data (12) associated with data identifiers (20, 22) is transmitted to a cloud platform (16) and to an analysis unit (32) there having at least one functional unit (45-50), wherein each functional unit (45-50) performs an analysis of the data (12) and/or associated data identifier (20, 22) and outputs a confidence value as an analysis result, wherein the or each confidence value is mapped to an overall confidence value (60), wherein the overall confidence value encodes a correlation between two data identifiers (20, 22), wherein data identifiers (20, 22) determined as correlated are combined under a higher-order variable name (66), and wherein the higher-order variable name (66) can be used for a database query, which supplies data relating to all data identifiers (20, 22) combined under the variable name (66), wherein data identifiers (20, 22) having an overall confidence value (60) above a predefined or predefinable threshold value are correlated.

公开(公告)号：US08811427B2

公开(公告)日：2014-08-19

申请号：US13579137

申请日：2011-01-28

申请人： Parag Mogre ,  Guillaume Vernet ,  Andreas Ziller

发明人： Parag Mogre ,  Guillaume Vernet ,  Andreas Ziller

IPC分类号： H04J3/16 ,  H04L12/56 ,  H04L12/64

CPC分类号： H04J3/1682 ,  H04L47/522 ,  H04L47/70 ,  H04L47/724 ,  H04L47/823 ,  H04L2012/6456 ,  H04W74/0866 ,  H04W84/18

摘要： A method for data transmission from a first node to a second node in a communication network includes: analyzing data arriving in a buffer of the first node to generate an arrival history curve describing the amounts of data arriving in the buffer over a past time period; processing the arrival history curve to generate a plurality of signals corresponding to filtered components of the wavelet transform; processing each signal in a separate neural network trained with training patterns based on previously received and buffered data to generate forecast signals for future data arrivals; recombining the forecast signals to generate an arrival forecast curve describing the amounts of data arriving in the buffer in a future period; the first node generating bandwidth reservation requests based on the arrival forecast curve and transmitting the bandwidth requests to the second node; the second node allocating bandwidth based on the bandwidth requests; and transmitting data from the first node to the second node within the allocated bandwidth.

摘要翻译： 一种用于在通信网络中从第一节点到第二节点的数据传输的方法包括：分析到达第一节点的缓冲器的数据，以产生描述在过去时间段内到达缓冲器的数据量的到达历史曲线; 处理到达历史曲线以产生对应于小波变换的滤波分量的多个信号; 在基于先前接收和缓冲的数据的训练模式训练的单独神经网络中处理每个信号以产生用于将来的数据到达的预测信号; 重新组合预测信号以产生描述在未来期间到达缓冲器的数据量的到达预测曲线; 所述第一节点基于所述到达预测曲线生成带宽预留请求并将所述带宽请求发送到所述第二节点; 第二节点根据带宽请求分配带宽; 以及在所分配的带宽内将数据从第一节点发送到第二节点。