OBJECT RECOGNITION AND DETECTION USING REINFORCEMENT LEARNING

    公开(公告)号:US20210271703A1

    公开(公告)日:2021-09-02

    申请号:US17038983

    申请日:2020-09-30

    Abstract: Discussed generally are techniques for managing operation of programs in a sequential order. A method can include receiving a query for an image, the query indicating characteristics of the image, selecting a chain of algorithms configured to identify the image based on the characteristics, operating an algorithm of the selected chain of algorithms that operate in increased fidelity order on an input to produce a first result, operating a ground truth algorithm on the input to generate a second result, comparing the first and second results to determine a probability of correctness (Pc) and confidence interval (CI) for the algorithm, and altering the chain of algorithms based on the determined Pc and CI.

    PPPoE extension over layer 2 switch embedding PPPoE agent

    公开(公告)号:US10715349B2

    公开(公告)日:2020-07-14

    申请号:US16033631

    申请日:2018-07-12

    Abstract: A network system is provided. The network system includes a first network device and a second network device running in data link layer (L2). The first network device includes a first switch and a first PPPoE (Point-to-Point over Ethernet) agent integrally coupled to the first switch. The second network device also includes a second switch and a second PPPoE agent integrally coupled to the second switch. The network system further includes a PPPoE client running in network layer (L3) that communicates to the first PPPoE agent and a PPPoE server in L3 that communicates to the second PPPoE agent. The PPPoE client uses a broadcast (Bcast) MAC address in an initial IPCP (Internet Protocol Control Protocol) negotiation message between the PPPoE client and the PPPoE server.

    Adaptive network of networks architecture

    公开(公告)号:US10033588B2

    公开(公告)日:2018-07-24

    申请号:US14079085

    申请日:2013-11-13

    Abstract: In one embodiment, a composite Network of Networks is created out of a set otherwise separate constituent networks by a system that includes an operations station and one or more gateways. The operations station is configured to transmit a set of policies for processing data packets travelling through a composite network, where the composite network includes two or more independent constituent networks. The gateways are each communicatively connected between two or more attached constituent networks. A first gateway is configured to receive a data packet from a first constituent network attached to the first gateway; determine one or more real-time network situational awareness characteristics; process the data packet by applying the policies to the data packet based at least in part on the network situational awareness characteristics; and transmit the data packet to a second network attached to the first gateway and distinct from the first constituent network.

    Resource allocating in a network
    7.
    发明授权
    Resource allocating in a network 有权
    网络资源分配

    公开(公告)号:US09537789B2

    公开(公告)日:2017-01-03

    申请号:US14529850

    申请日:2014-10-31

    CPC classification number: H04L47/762 H04L45/30

    Abstract: In one aspect, a method includes receiving, at a first node in a network, a resource reservation request from a second node in the network, determining, at the first node, if there is another node in the network that can be used to reach a destination and meet the resource reservation request and notifying the second node a result of the determining.

    Abstract translation: 一方面,一种方法包括在网络的第一节点处从网络中的第二节点接收资源预留请求,在第一节点处确定网络中是否存在可用于到达的另一个节点 目的地并且满足资源预留请求并且通知第二节点确定的结果。

    NETWORK UTILIZATION IN POLICY-BASED NETWORKS
    8.
    发明申请
    NETWORK UTILIZATION IN POLICY-BASED NETWORKS 审中-公开
    基于政策网络的网络利用

    公开(公告)号:US20160065447A1

    公开(公告)日:2016-03-03

    申请号:US14469849

    申请日:2014-08-27

    Abstract: In one embodiment, a method includes receiving a data packet at a routing engine of a node of a network. A route is selected, from a forwarding table of the node, for sending the data packet from the node to a destination of the data packet. The forwarding table includes route characteristics, including route costs, related to two or more routes from the node to the destination. The selected route is analyzed, by a hardware computing device, to determine whether the selected route is suitable to convey the data packet based on real-time traffic information. The data packet is returned to the routing engine if the selected route is determined unsuitable to convey the data packet. An alternate route is selected, from the forwarding table, for the data packet in place of the previous selected route if the previous selected route is unsuitable to convey the data packet.

    Abstract translation: 在一个实施例中,一种方法包括在网络的节点的路由引擎处接收数据分组。 从节点的转发表中选择用于将数据分组从节点发送到数据分组的目的地的路由。 转发表包括与从节点到目的地的两条或多条路由相关的路由特性,包括路由成本。 通过硬件计算设备分析所选择的路由,以确定所选择的路由是否适合于基于实时业务信息传送数据分组。 如果所选择的路由被确定为不适合传送数据分组,则数据分组被返回到路由引擎。 如果先前选择的路由不适合传送数据分组,则从转发表中选择用于数据分组代替先前选择的路由的备用路由。

    Routing a data packet in a communication network

    公开(公告)号:US10333839B2

    公开(公告)日:2019-06-25

    申请号:US13827029

    申请日:2013-03-14

    Abstract: In one aspect, a method includes receiving a data packet at a routing node that includes a processor. The method also includes determining at least one value for the data packet, selecting a routing table from a plurality of routing tables stored at the routing node in response to the at least one value for the packet and forwarding the data packet in response to the routing table selected. Each routing table is associated with a respective one cost function.

    Method for indirect link characterization and quality measurement of a digital network
    10.
    发明授权
    Method for indirect link characterization and quality measurement of a digital network 有权
    数字网络的间接链接表征和质量测量方法

    公开(公告)号:US09461905B2

    公开(公告)日:2016-10-04

    申请号:US13886001

    申请日:2013-05-02

    CPC classification number: H04L43/0894 H04L1/203 H04L1/205

    Abstract: Method for determining link characteristics of a network link including: selecting or configuring one or more existing network traffic packets with one or more requirements when necessary, wherein the one or more requirements include a receiving network node having knowledge about the packets it should receive; transmitting the selected one or more network traffic packets from a transmitting network node to the receiving network node; and examining the transmitted selected one or more network traffic packets to determine the link characteristics of a network link between the transmitting network node and the receiving network node, according to said knowledge about the packets.

    Abstract translation: 用于确定网络链路的链路特性的方法,包括:在需要时选择或配置具有一个或多个要求的一个或多个现有网络业务分组,其中所述一个或多个需求包括具有关于其应该接收的分组的知识的接收网络节点; 将所选择的一个或多个网络业务分组从发送网络节点发送到所述接收网络节点; 以及根据所述关于分组的知识,检查所发送的所选择的一个或多个网络业务分组以确定所述发送网络节点和所述接收网络节点之间的网络链路的链路特性。

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