NETWORK TRAFFIC FLOW MANAGEMENT USING MACHINE LEARNING
    1.
    发明申请
    NETWORK TRAFFIC FLOW MANAGEMENT USING MACHINE LEARNING 审中-公开
    使用机器学习的网络交通流量管理

    公开(公告)号:WO2016060751A1

    公开(公告)日:2016-04-21

    申请号:PCT/US2015/048616

    申请日:2015-09-04

    CPC classification number: H04L47/10 H04L47/127 H04L47/2441

    Abstract: A system and method (300) for management of network traffic flow for one or more networks of interconnected computing devices (201), including predicting one or more types of network traffic data flows using a Machine Learning (ML) classifier (302), and updating the ML classifier according to identified changes in the network traffic data flows (316). Using software-defined-networking (SDN) tools and an updated ML classifier, training data is generated (302) to formulate accurate new predictions (302) of the one or more types of network traffic data flows. Network traffic flow is regulated based on the generated new predictions (418).

    Abstract translation: 一种用于管理互连计算设备(201)的一个或多个网络的网络业务流的系统和方法(300),包括使用机器学习(ML)分类器(302)预测一种或多种类型的网络业务数据流;以及 根据网络流量数据流中识别的变化来更新ML分类器(316)。 使用软件定义网络(SDN)工具和更新的ML分类器,生成训练数据(302)以形成一种或多种类型的网络流量数据流的准确的新预测(302)。 基于生成的新预测来调节网络流量流(418)。

    FLEXIBLE-CLIENT, FLEXIBLE-LINE INTERFACE TRANSPONDER
    2.
    发明申请
    FLEXIBLE-CLIENT, FLEXIBLE-LINE INTERFACE TRANSPONDER 审中-公开
    柔性客户端,灵活线路接口传输器

    公开(公告)号:WO2015100148A1

    公开(公告)日:2015-07-02

    申请号:PCT/US2014/071343

    申请日:2014-12-19

    Abstract: Methods and systems for flexible-client, flexible-link optical transponders include electrical-to-optical transponders, which accept client data from a flow distributor, and a first multiplexing switch that connects modulated optical carriers from the transponders to line interfaces. The electrical-to-optical transponders each include a flexible optical transport unit (OTU) framer module that compresses multiple optical data units (ODUs) into a single ODU having a higher order than any of the input ODUs to form an optical transport network (OTN) frame. An electrical-to-optical modulator modulates OTN frames onto a carrier. The transponder includes a second multiplexing switch that accepts optical carriers from line interfaces and optical-to-electrical transponders that accept modulated optical carriers from the second multiplexing switch. Each optical-to-electrical transponder includes a photodetector to convert the modulated optical carriers to the electrical domain and a flexible OTU framer module that decompresses received ODUs in OTN frames into multiple ODUs to form a bit stream.

    Abstract translation: 灵活客户端,灵活链路光转发器的方法和系统包括接收来自流分发器的客户端数据的电 - 光转发器,以及将来自应答器的调制光载波连接到线路接口的第一复用交换机。 电光转发器每个都包括柔性光传输单元(OTU)成帧器模块,其将多个光数据单元(ODU)压缩成具有比任何输入ODU高的单个ODU,以形成光传输网络(OTN )框架。 电光调制器将OTN帧调制到载波上。 应答器包括第二复用开关,其接收来自线路接口的光载波和接收来自第二复用交换机的调制光载波的光电转发器。 每个光电转发器包括用于将经调制的光载波转换成电域的光电检测器,以及将OTN帧中接收的ODU解压缩成多个ODU以形成比特流的灵活OTU成帧器模块。

    RECONFIGURABLE AND VARIABLE-RATE SHARED MULTI-TRANSPONDER ARCHITECTURE FOR FLEXIBLE ETHERNET-BASED OPTICAL NETWORKS
    3.
    发明申请
    RECONFIGURABLE AND VARIABLE-RATE SHARED MULTI-TRANSPONDER ARCHITECTURE FOR FLEXIBLE ETHERNET-BASED OPTICAL NETWORKS 审中-公开
    可复用和可变速率共享的基于以太网的光网络的多通道架构

    公开(公告)号:WO2015027126A1

    公开(公告)日:2015-02-26

    申请号:PCT/US2014/052217

    申请日:2014-08-22

    Abstract: Systems and methods for data transport, including receiving one or more signals into a reconfigurable and flexible rate shared rate multi-transponder network architecture, wherein the network architecture includes one or more transponders with multiple line side interfaces and one or more client side interfaces. The transponders are configured to map one or more signals to multiple parallel Virtual Ethernet Links, remove idle characters from the one or more signals, buffer one or more blocks of characters using an intermediate block buffer, activate and deactivate one or more portions of input/output electrical lanes of an Ethernet module, multiplex and demultiplex the one or more signals to and from the input/output electrical lanes to enable sharing of a single optical transceiver by multiple independent signals, and insert blocks of idle characters to enable transmission over a lower rate transmission pipe.

    Abstract translation: 用于数据传输的系统和方法,包括将一个或多个信号接收到可重配置和灵活的速率共享速率多应答器网络架构中,其中所述网络架构包括具有多个线路侧接口和一个或多个客户机侧接口的一个或多个转发器。 应答器被配置为将一个或多个信号映射到多个并行虚拟以太网链路,从一个或多个信号中去除空闲字符,使用中间块缓冲器缓冲一个或多个字符块,激活和去激活输入/ 以太网模块的输出电气通道,将一个或多个信号复用到多路复用并从输入/输出电路解复用,以使得能够通过多个独立信号共享单个光收发器,并插入空闲字符块以使得能够在较低的 速率传输管。

    NETWORK VIRTUALIZATION AND RESOURCE ALLOCATION FOR THE INTERNET OF THINGS
    4.
    发明申请
    NETWORK VIRTUALIZATION AND RESOURCE ALLOCATION FOR THE INTERNET OF THINGS 审中-公开
    网络虚拟化和资源分配的互联网

    公开(公告)号:WO2016060752A1

    公开(公告)日:2016-04-21

    申请号:PCT/US2015/048638

    申请日:2015-09-04

    CPC classification number: H04L47/821 H04L43/08 H04L67/12

    Abstract: A system and method (200) for network virtualization and resource allocation, including storing one or more received network requests in a request table (211), and updating (414) at least one of a flow table (209), a waiting list table (213), or a candidate group map (207) based on the one or more received network requests. The updating includes monitoring a transmission progress (416) of each of one or more flows in a network of interconnected computing devices and moving completed flows from the flow table to a success list (418), moving requests in the waiting list table which have reached an attempt threshold from the flow table to a fail list (412), and compiling any residual requests in the waiting list with new requests (422) to generate a new request table (424). A deterministic request allocation (426) and/or an optimizing request allocation (428) is performed based on the new request table (424).

    Abstract translation: 一种用于网络虚拟化和资源分配的系统和方法(200),包括将一个或多个所接收的网络请求存储在请求表(211)中,以及更新(414)流表(209),等待列表 (213),或候选组映射(207),基于所接收的一个或多个网络请求。 该更新包括监视互连计算设备的网络中的一个或多个流中的每一个的传输进度(416),并将完成的流从流表移动到成功列表(418),移动已经达到的等待列表中的请求 (412)的尝试阈值,以及用新请求(422)在等待列表中编辑任何剩余请求以生成新的请求表(424)。 基于新的请求表(424)执行确定性请求分配(426)和/或优化请求分配(428)。

    SCALABLE HYBRID PACKET/CIRCUIT SWITCHING NETWORK ARCHITECTURE
    5.
    发明申请
    SCALABLE HYBRID PACKET/CIRCUIT SWITCHING NETWORK ARCHITECTURE 审中-公开
    可扩展的混合分组/电路切换网络架构

    公开(公告)号:WO2015100044A1

    公开(公告)日:2015-07-02

    申请号:PCT/US2014/070267

    申请日:2014-12-15

    Abstract: Systems and methods for packet switching in a network, including two or more hybrid packet/circuit switching network architectures configured to connect two or more core level switches in the network architectures, the network architectures being controlled and managed using a centralized software defined network (SDN) control plane. An optical ring network may be configured to interconnect the two or more hybrid network architectures, and one or more hybrid electrical/optical packet/circuit switches configured to perform switching and traffic aggregation. One or more high-speed optical interfaces and one or more low-speed electrical/optical interfaces may be configured to transmit data.

    Abstract translation: 网络中分组交换的系统和方法,包括两个或多个混合分组/电路交换网络架构,其被配置为连接网络架构中的两个或更多核心级交换机,使用集中式软件定义网络(SDN)来控制和管理的网络架构 )控制面。 光环网络可以被配置为互连两个或多个混合网络架构,以及被配置为执行交换和业务聚合的一个或多个混合电/光分组/电路交换机。 一个或多个高速光接口和一个或多个低速电/光接口可被配置成传输数据。

    HITLESS SERVICE IN A VARIABLE RATE OPTICAL TRANSPONDER
    6.
    发明申请
    HITLESS SERVICE IN A VARIABLE RATE OPTICAL TRANSPONDER 审中-公开
    可变速率光传输器中的无缝服务

    公开(公告)号:WO2015038504A1

    公开(公告)日:2015-03-19

    申请号:PCT/US2014/054672

    申请日:2014-09-09

    Abstract: Methods and systems for variable rate control include determining a new communications rate in response to measured data traffic patterns. A receive change message is transmitted to a receiver that triggers the receiver to wait for an end of transmission (EoT) message and to set a new communications rate. A transmit change message is transmitted to a transmitter that triggers the transmitter to send the EoT message to the receiver, to set the new communications rate, and to send a start of transmission (SoT) message to the receiver before resuming data communications.

    Abstract translation: 用于可变速率控制的方法和系统包括响应于测量的数据业务模式来确定新的通信速率。 接收改变消息被发送到触发接收机等待传输结束(EoT)消息并设置新的通信速率的接收机。 发送改变消息被发送到发射机,触发发射机向接收机发送EoT消息,设置新的通信速率,并在恢复数据通信之前向接收机发送开始的发送(SoT)消息。

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