公开(公告)号：US20220124543A1

公开(公告)日：2022-04-21

申请号：US17561563

申请日：2021-12-23

申请人： Oner ORHAN ,  Vasuki NARASIMHA SWAMY ,  Marcel NASSAR ,  Hosein NIKOPOUR ,  Shilpa TALWAR

发明人： Oner ORHAN ,  Vasuki NARASIMHA SWAMY ,  Marcel NASSAR ,  Hosein NIKOPOUR ,  Shilpa TALWAR

IPC分类号： H04W28/02 ,  H04W24/02 ,  H04W28/08 ,  G06N3/08

摘要： The present disclosure provides connection management techniques based on graph neural networks (GNN) and deep reinforcement learning (DRL) to optimize user association and load balancing. A graph structure of a communication network is considered for the GNN architecture and DRL is used to learn parameters of the GNN algorithm/model. Connection management is defined as a combinatorial graph optimization problem, and the DRL mechanism uses the underlying graph to learn weights of the GNN for an optimal user connections or associations. The connection management techniques can consider local network features to make better decisions to balance network traffic load while network throughput is also maximized. Implementations are provided based on edge computing frameworks include the Open RAN (O-RAN) architecture. Other embodiments may be described and/or claimed.

公开(公告)号：US20150070833A1

公开(公告)日：2015-03-12

申请号：US14022868

申请日：2013-09-10

申请人： Anthony G. LAMARCA ,  Omesh TICKOO ,  Maynard C. FALCONER ,  Shilpa TALWAR ,  Wen-Ling M. HUANG

发明人： Anthony G. LAMARCA ,  Omesh TICKOO ,  Maynard C. FALCONER ,  Shilpa TALWAR ,  Wen-Ling M. HUANG

IPC分类号： G06F3/01 ,  G06F1/16

CPC分类号： G06F3/011 ,  G06F1/163 ,  G06F1/1635 ,  G06F1/1698 ,  H04M1/0256

摘要： This disclosure is directed to a composable thin computing device. An example device may comprise at least a device interface module, a communication module, a processing module, a memory module, a composable computing module and a power module. The device interface module may couple the device to an operational environment via at least one of a physical connector or a wireless connection. The communication module may at least one of transmit or receive data via the device interface module. The processing module may process the data. The memory module may store at least a portion of the data. The composable computing module may cause at least one of the above modules to perform certain functionality related to the operational environment. The power module may power at least one of the above modules.

摘要翻译： 本公开涉及可组合的薄计算设备。 示例性设备可以包括至少设备接口模块，通信模块，处理模块，存储器模块，可组合计算模块和功率模块。 设备接口模块可以经由物理连接器或无线连接中的至少一个将设备耦合到操作环境。 通信模块可以经由设备接口模块发送或接收数据中的至少一个。 处理模块可以处理数据。 存储器模块可以存储数据的至少一部分。 可组合计算模块可以使至少一个上述模块执行与操作环境相关的某些功能。 电源模块可以为上述模块中的至少一个供电。

公开(公告)号：US20150156013A1

公开(公告)日：2015-06-04

申请号：US14096386

申请日：2013-12-04

申请人： Meiyuan ZHAO ,  Christian MACIOCCO ,  Shilpa TALWAR ,  Jessie WALKER

发明人： Meiyuan ZHAO ,  Christian MACIOCCO ,  Shilpa TALWAR ,  Jessie WALKER

IPC分类号： H04L9/08 ,  H04L29/08 ,  H04W12/04

CPC分类号： H04L9/0819 ,  H04L9/0897 ,  H04L63/0428 ,  H04L63/08 ,  H04L63/12 ,  H04L67/12 ,  H04L2209/80 ,  H04L2209/84 ,  H04W4/046 ,  H04W12/02 ,  H04W12/04 ,  H04W12/10

摘要： This disclosure is directed to data prioritization, storage and protection in a vehicular communication system. A black box (BB) in a vehicle may receive data from an on-board unit (OBU) and a vehicular control architecture (VCA). The OBU may interact with at least one RSU that is part of an intelligent transportation system (ITS) via at least two channels, at least one of the at least two channels being reserved for high priority messages. The OBU may transmit ITS data to the BB via a secure communication channel, which may be stored along with vehicular data received from the VCA in encrypted form. In response to a request for data, the BB may authenticate a requesting party, determine at least part of the stored data to which the authenticated party is allowed and sign the at least part of the stored data before providing it to the authenticated party.

摘要翻译： 本公开涉及车辆通信系统中的数据优先级，存储和保护。 车辆中的黑盒（BB）可以从车载单元（OBU）和车辆控制架构（VCA）接收数据。 OBU可以经由至少两个信道与作为智能交通系统（ITS）的一部分的至少一个RSU交互，所述至少两个信道中的至少一个被保留用于高优先级消息。 OBU可以经由安全通信信道向BB发送ITS数据，安全通信信道可以与加密形式从VCA接收的车辆数据一起存储。 响应于对数据的请求，BB可以对请求方进行身份验证，确定允许认证方的所存储的数据的至少一部分，并在将其提供给认证方之前对存储的数据的至少一部分进行签名。