公开(公告)号：US09622091B2

公开(公告)日：2017-04-11

申请号：US13548533

申请日：2012-07-13

Applicant: Vikas Kumar Garg ,  Ankur Narang ,  Shivkumar Kalyanaraman

Inventor： Vikas Kumar Garg ,  Ankur Narang ,  Shivkumar Kalyanaraman

IPC: H04W24/02 ,  H04W28/16

CPC classification number: H04W24/02 ,  G06F17/11 ,  H04L43/028 ,  H04W24/08 ,  H04W28/16

Abstract: A method, computer program product, and computer system directed to an online and distributed optimization framework for wireless analytics. A radio network controller determines a ranking for each of a plurality of received objects using a plurality of similarity graphs. The radio network controller extracts a common structure by collaborative filtering data associated with a plurality of user devices and the plurality of received objects. The common structure is analyzed to infer usage patterns within a time slot. The radio network controller stores a subset of the ranked objects of the plurality of received objects in response to the analysis.

公开(公告)号：US09603033B2

公开(公告)日：2017-03-21

申请号：US13353776

申请日：2012-01-19

Applicant: Vikas Kumar Garg ,  Shivkumar Kalyanaraman ,  Ankur Narang

Inventor： Vikas Kumar Garg ,  Shivkumar Kalyanaraman ,  Ankur Narang

IPC: H04W24/02 ,  H04W28/16

CPC classification number: H04W24/02 ,  G06F17/11 ,  H04L43/028 ,  H04W24/08 ,  H04W28/16

Abstract: A method, computer program product, and computer system directed to an online and distributed optimization framework for wireless analytics. A radio network controller determines a ranking for each of a plurality of received objects using a plurality of similarity graphs. The radio network controller extracts a common structure by collaborative filtering data associated with a plurality of user devices and the plurality of received objects. The common structure is analyzed to infer usage patterns within a time slot. The radio network controller stores a subset of the ranked objects of the plurality of received objects in response to the analysis.

公开(公告)号：US20130172041A1

公开(公告)日：2013-07-04

申请号：US13353776

申请日：2012-01-19

Applicant: VIKAS KUMAR GARG ,  Ankur Narang ,  Shivkumar Kalyanaraman

Inventor： VIKAS KUMAR GARG ,  Ankur Narang ,  Shivkumar Kalyanaraman

IPC: H04W24/02

CPC classification number: H04W24/02 ,  G06F17/11 ,  H04L43/028 ,  H04W24/08 ,  H04W28/16

Abstract: A method, computer program product, and computer system directed to an online and distributed optimization framework for wireless analytics. A radio network controller determines a ranking for each of a plurality of received objects using a plurality of similarity graphs. The radio network controller extracts a common structure by collaborative filtering data associated with a plurality of user devices and the plurality of received objects. The common structure is analyzed to infer usage patterns within a time slot. The radio network controller stores a subset of the ranked objects of the plurality of received objects in response to the analysis.

公开(公告)号：US20130172043A1

公开(公告)日：2013-07-04

申请号：US13548533

申请日：2012-07-13

Applicant: Vikas Kumar Garg ,  Ankur Narang ,  Shivkumar Kalyanaraman

Inventor： Vikas Kumar Garg ,  Ankur Narang ,  Shivkumar Kalyanaraman

IPC: H04W24/02

CPC classification number: H04W24/02 ,  G06F17/11 ,  H04L43/028 ,  H04W24/08 ,  H04W28/16

Abstract: A method, computer program product, and computer system directed to an online and distributed optimization framework for wireless analytics. A radio network controller determines a ranking for each of a plurality of received objects using a plurality of similarity graphs. The radio network controller extracts a common structure by collaborative filtering data associated with a plurality of user devices and the plurality of received objects. The common structure is analyzed to infer usage patterns within a time slot. The radio network controller stores a subset of the ranked objects of the plurality of received objects in response to the analysis.

Abstract translation: 一种针对无线分析的在线和分布式优化框架的方法，计算机程序产品和计算机系统。 无线网络控制器使用多个相似图来确定多个接收对象中的每一个的排名。 无线网络控制器通过协作过滤与多个用户设备和多个接收对象相关联的数据来提取公共结构。 分析公共结构以推断时隙内的使用模式。 响应于分析，无线电网络控制器存储多个接收对象中的排序对象的子集。