公开(公告)号：US12015531B2

公开(公告)日：2024-06-18

申请号：US17541432

申请日：2021-12-03

申请人： GUAVUS, Inc.

发明人： Kuldeep Jiwani

IPC分类号： H04L41/5067 ,  H04L41/142 ,  H04W24/10

CPC分类号： H04L41/5067 ,  H04L41/142 ,  H04W24/10

摘要： A method provides telecom operators a single Quality of Experience (QoE) index to collectively interpret service experience and network experience by way of ensemble of expectation scores. The method includes the steps of mapping Key Performance Indicators (KPIs) of time-series data into multiple probability spaces of statistical expectation functions thereby producing time-series expectation scores; applying vector geometry to said time-series expectation scores for each of said statistical expectation functions thereby producing an N-Dimensional probability vector; normalizing correlations of said N-Dimensional probability vector across said KPIs thereby producing a normalized N-Dimensional probability vector; and generating a N-Dimensional probability distribution from the normalized N-Dimensional probability vector to produce an ensemble function. The ensemble function is then be applied to time-series data thereby producing an ensemble index, which represents the QoE (Quality of Experience).