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    • 1. 发明申请
    • Subscriber Portfolio Management System
    • 用户投资组合管理系统
    • US20130189947A1
    • 2013-07-25
    • US13357917
    • 2012-01-25
    • László KovácsGábor MagyarLaszlo Toka
    • László KovácsGábor MagyarLaszlo Toka
    • H04W8/18H04W4/26
    • H04M15/58G06Q30/04G06Q30/06H04L12/1485H04M15/43H04M15/765H04M15/80H04M15/8011H04M15/8022
    • A subscriber portfolio model is created by forming mutually exclusive and completely exhaustive groups of subscribers in a way that maximizes the intra-group similarity and inter-group dissimilarity of the value of a target attribute among subscribers in the groups. The subscriber groups thus generated are self-descriptive, as the groups are defined by the attributes used to form them. A segmenting algorithm groups subscribers along permutations of attributes. Relevant data about subscribers is collected from various sources, correlated, and subscriber identities removed to ensure privacy. After analyzing the aggregated data, a subscriber portfolio model is built. The subscriber portfolio model is created in an iterative process, where in each step, a selected subscriber group is subdivided into smaller subscriber groups along different value ranges of a statistically decisive attribute that is selected and evaluated based on specific methods. The subdivision is performed by computing filtering conditions based on an in-depth statistical analysis.
    • 通过以使组中的订户中的目标属性的值的组内相似性和组间不相似性最大化的方式形成相互排斥和完全穷尽的订户组来创建订户组合模型。 这样生成的用户组是自描述的,因为组由用于形成它们的属性定义。 分割算法根据属性排列对用户进行分组。 从各种来源收集有关订户的相关数据,删除相关联和订阅者身份以确保隐私。 在分析聚合数据后,构建了一个用户组合模型。 在迭代过程中创建用户组合模型,其中在每个步骤中,基于具体方法选择和评估的统计决定性属性的不同值范围,将选定的订户组细分为较小订户组。 通过基于深入的统计分析计算过滤条件来执行细分。
    • 2. 发明授权
    • Subscriber portfolio management system
    • 用户投资组合管理系统
    • US08594623B2
    • 2013-11-26
    • US13357917
    • 2012-01-25
    • László KovácsGábor MagyarLaszlo Toka
    • László KovácsGábor MagyarLaszlo Toka
    • H04M11/00
    • H04M15/58G06Q30/04G06Q30/06H04L12/1485H04M15/43H04M15/765H04M15/80H04M15/8011H04M15/8022
    • A subscriber portfolio model is created by forming mutually exclusive and completely exhaustive groups of subscribers in a way that maximizes the intra-group similarity and inter-group dissimilarity of the value of a target attribute among subscribers in the groups. The subscriber groups thus generated are self-descriptive, as the groups are defined by the attributes used to form them. A segmenting algorithm groups subscribers along permutations of attributes. Relevant data about subscribers is collected from various sources, correlated, and subscriber identities removed to ensure privacy. After analyzing the aggregated data, a subscriber portfolio model is built. The subscriber portfolio model is created in an iterative process; in each step, a selected subscriber group is subdivided into smaller subscriber groups along different value ranges of a statistically decisive attribute that is selected and evaluated based on specific methods. The subdivision is performed by computing filtering conditions based on an in-depth statistical analysis.
    • 通过以使组中的订户中的目标属性的值的组内相似性和组间不相似性最大化的方式形成相互排斥和完全穷尽的订户组来创建订户组合模型。 这样生成的用户组是自描述的,因为组由用于形成它们的属性定义。 分割算法根据属性排列对用户进行分组。 从各种来源收集有关订户的相关数据,删除相关联和订阅者身份以确保隐私。 在分析聚合数据后,构建了一个用户组合模型。 用户组合模型是以迭代过程创建的; 在每个步骤中,基于特定方法选择和评估的统计决定性属性的不同值范围,将选定的订户组细分为较小订户组。 通过基于深入的统计分析计算过滤条件来执行细分。
    • 3. 发明申请
    • Service Centric Measurements for Minimizing Drive Tests
    • 以最小化驱动器测试的以服务为中心的测量
    • US20140087716A1
    • 2014-03-27
    • US13984667
    • 2011-02-15
    • Peter VadernaLászló KovácsGábor MagyarAndrás Rácz
    • Peter VadernaLászló KovácsGábor MagyarAndrás Rácz
    • H04W24/08
    • H04W24/08H04B17/364H04L43/50H04W24/06H04W24/10H04W28/18
    • The present disclosure relates to a technique for configuring and collecting network performance measurements in a mobile communications network, the mobile communications network comprising at least one network node and at least one mobile terminal 208 connected to the at least one network node, implementing a Minimization of Drive Tests (MDT) trace measurement configuration and collection. A method embodiment comprises the steps of performing, in the at least one mobile terminal 208, a service specific measurement based on a service specific measurement configuration, wherein the service specific measurement includes determining one or more quality metrics related to at least one of one or more services, one or more service types, one or more bearers, one or more applications and one or more application types provided in the mobile communications network, to obtain a result of the performed service specific measurement and generating, in the at least one mobile terminal 208, active test traffic based on an active measurement configuration to perform an active measurement, wherein the active measurement uses the generated test traffic to obtain a result of the performed active measurement, the result of the performed active measurement indicating the performance of the test traffic in the mobile communications network.
    • 本公开涉及一种用于在移动通信网络中配置和收集网络性能测量的技术,所述移动通信网络包括至少一个网络节点和连接到所述至少一个网络节点的至少一个移动终端208,实现最小化 驱动测试(MDT)跟踪测量配置和收集。 方法实施例包括以下步骤:在所述至少一个移动终端208中,基于服务特定测量配置来执行服务特定测量,其中所述服务特定测量包括确定与一个或多个移动终端208中的至少一个相关的一个或多个质量度量 更多服务,一个或多个服务类型,一个或多个承载,一个或多个应用以及在移动通信网络中提供的一个或多个应用类型,以获得所执行的服务特定测量的结果,并在所述至少一个移动 终端208,基于主动测量配置的主动测试业务来执行主动测量,其中主动测量使用生成的测试业务来获得所执行的主动测量的结果,所执行的主动测量的结果指示测试的性能 移动通信网络中的流量。
    • 6. 发明授权
    • Service centric measurements for minimizing drive tests
    • 以最小化驱动器测试的服务为中心的测量
    • US09380476B2
    • 2016-06-28
    • US13984667
    • 2011-02-15
    • Peter VadernaLászló KovácsGábor MagyarAndrás Rácz
    • Peter VadernaLászló KovácsGábor MagyarAndrás Rácz
    • H04W24/08H04L12/26H04W24/06H04W24/10H04W28/18H04B17/364
    • H04W24/08H04B17/364H04L43/50H04W24/06H04W24/10H04W28/18
    • The present disclosure relates to a technique for configuring and collecting network performance measurements in a mobile communications network, the mobile communications network comprising at least one network node and at least one mobile terminal 208 connected to the at least one network node, implementing a Minimization of Drive Tests (MDT) trace measurement configuration and collection. A method embodiment comprises the steps of performing, in the at least one mobile terminal 208, a service specific measurement based on a service specific measurement configuration, wherein the service specific measurement includes determining one or more quality metrics related to at least one of one or more services, one or more service types, one or more bearers, one or more applications and one or more application types provided in the mobile communications network, to obtain a result of the performed service specific measurement and generating, in the at least one mobile terminal 208, active test traffic based on an active measurement configuration to perform an active measurement, wherein the active measurement uses the generated test traffic to obtain a result of the performed active measurement, the result of the performed active measurement indicating the performance of the test traffic in the mobile communications network.
    • 本公开涉及一种用于在移动通信网络中配置和收集网络性能测量的技术,所述移动通信网络包括至少一个网络节点和连接到所述至少一个网络节点的至少一个移动终端208,实现最小化 驱动测试(MDT)跟踪测量配置和收集。 方法实施例包括以下步骤:在所述至少一个移动终端208中,基于服务特定测量配置来执行服务特定测量,其中所述服务特定测量包括确定与一个或多个移动终端208中的至少一个相关的一个或多个质量度量 更多服务,一个或多个服务类型,一个或多个承载,一个或多个应用以及在移动通信网络中提供的一个或多个应用类型,以获得所执行的服务特定测量的结果,并在所述至少一个移动 终端208,基于主动测量配置的主动测试业务来执行主动测量,其中主动测量使用生成的测试业务来获得所执行的主动测量的结果,所执行的主动测量的结果指示测试的性能 移动通信网络中的流量。
    • 10. 发明申请
    • Estimating User-Perceived TCP Throughput
    • 估计用户感知的TCP吞吐量
    • US20120110012A1
    • 2012-05-03
    • US13378820
    • 2009-06-25
    • Tamas BorsosLászló Kovács
    • Tamas BorsosLászló Kovács
    • G06F17/30
    • H04L41/5067H04L43/0888
    • A passive network measurement based solution for estimating user-perceived TCP throughput in a mobile PS network is provided. Instead of direct detection of TCP bulk data periods and server side limitations, the diversity of TCP connection end-points on the Internet side is exploited. The TCP throughput at an interface of the mobile network from/to each server on the Internet side during a file/object transfer of bulk date periods is monitored and measured and the servers are ranked according to their throughput statistics. The top performing servers are grouped into classes by statistical algorithms. The throughput samples from the users towards the servers belonging to the top group of highest average throughput are averaged to obtain a proper estimation for the user-perceived TCP throughput.
    • 提供了一种用于估计移动PS网络中用户感知TCP吞吐量的基于无源网络测量的解决方案。 TCP批量数据周期和服务器端限制的直接检测,而不是互联网侧的TCP连接端点的多样性。 在批量日期的文件/对象传输期间,监视和测量在互联网侧的移动网络与每个服务器的接口上的TCP吞吐量,并根据服务器的吞吐量统计量对服务器进行排名。 最高性能的服务器通过统计算法分组成类。 对来自用户的属于最高平均吞吐量的最高组的服务器的吞吐量采样进行平均,以获得用户感知的TCP吞吐量的适当估计。