Hybrid network management
    11.
    发明授权
    Hybrid network management 有权
    混合网络管理

    公开(公告)号:US09450823B2

    公开(公告)日:2016-09-20

    申请号:US14453054

    申请日:2014-08-06

    Abstract: Method and systems for controlling a hybrid network having software-defined network (SDN) switches and legacy switches include initializing a hybrid network topology by retrieving information on a physical and virtual infrastructure of the hybrid network; generating a path between two nodes on the hybrid network based on the physical and virtual infrastructure of the hybrid network; generating a virtual local area network by issuing remote procedure call instructions to legacy switches in accordance with a network configuration request; and generating an SDN network slice by issuing SDN commands to SDN switches in accordance with the network configuration request.

    Abstract translation: 用于控制具有软件定义网络(SDN)交换机和传统交换机的混合网络的方法和系统包括通过检索混合网络的物理和虚拟基础设施上的信息来初始化混合网络拓扑; 基于混合网络的物理和虚拟基础设施,在混合网络上生成两个节点之间的路径; 通过根据网络配置请求向传统交换机发出远程过程呼叫指令来产生虚拟局域网; 以及根据网络配置请求向SDN交换机发出SDN命令来生成SDN网络切片。

    OPTIMIZATION FRAMEWORK FOR MULTI-TENANT DATA CENTERS
    12.
    发明申请
    OPTIMIZATION FRAMEWORK FOR MULTI-TENANT DATA CENTERS 有权
    多重数据中心优化框架

    公开(公告)号:US20160057018A1

    公开(公告)日:2016-02-25

    申请号:US14830303

    申请日:2015-08-19

    Abstract: Systems and methods for decoupled searching and optimization for one or more data centers, including determining a network topology for one or more networks of interconnected computer systems embedded in the one or more data center, searching for routing candidates based on a network topology determined, and updating and applying one or more objective functions to the routing candidates to determine an optimal routing candidate to satisfy embedding goals based on tenant requests, and to embed the optimal routing candidate in the one or more data centers.

    Abstract translation: 一种用于一个或多个数据中心的去耦合搜索和优化的系统和方法,包括确定嵌入在所述一个或多个数据中心中的互连计算机系统的一个或多个网络的网络拓扑,基于确定的网络拓扑来搜索路由选择,以及 更新和应用一个或多个目标函数到路由候选以基于租户请求来确定最佳路由候选以满足嵌入目标,并且将最佳路由候选嵌入在一个或多个数据中心中。

    Policy-aware based method for deployment of enterprise virtual tenant networks
    13.
    发明授权
    Policy-aware based method for deployment of enterprise virtual tenant networks 有权
    用于部署企业虚拟租户网络的基于策略感知的方法

    公开(公告)号:US09106576B2

    公开(公告)日:2015-08-11

    申请号:US13740229

    申请日:2013-01-13

    Abstract: A method for policy-aware mapping of an enterprise virtual tenant network includes receiving inputs from a hosting network and tenants, translating resource demand and policies of the tenants into a network topology and bandwidth demand on each link in the network; pre-arranging a physical resource of a physical topology for clustering servers on the network to form an allocation unit before a VTN allocation; allocating resources of the hosting network to satisfy demand of the tenants in response to a VTN demand request; and conducting a policy aware VTN mapping for enumerating all feasibly resource mappings, bounded by a predetermined counter for outputting optimal mapping with policy-compliant routing paths in the hosting network.

    Abstract translation: 一种用于企业虚拟租户网络的策略感知映射的方法包括从主机网络和租户接收输入,将租户的资源需求和策略转换为网络中每个链路上的网络拓扑和带宽需求; 预先布置物理拓扑的物理资源,用于网络上的聚类服务器,以在VTN分配之前形成分配单元; 分配主机网络的资源以满足VTN需求请求响应租户的需求; 以及执行策略感知VTN映射,用于枚举所有可行的资源映射,其由预定计数器限定,用于在主机网络中输出具有策略兼容路由路径的最佳映射。

    Landmark-based classification model updating

    公开(公告)号:US11620518B2

    公开(公告)日:2023-04-04

    申请号:US16866885

    申请日:2020-05-05

    Abstract: Systems and methods for updating a classification model of a neural network. The methods include selecting, as a set of landmarks, a limited number of data from a set of historical data used to train a classification model. Additionally, the methods generate new training data from recently collected data. Further, the methods update the classification model with the new training data and the set of landmarks to obtain an updated classification model having a loss function configured to capture similarities in the new training data and remember similarities in the historical data represented by the set of landmarks within a predefined tolerance.

    Unsupervised anomaly detection, diagnosis, and correction in multivariate time series data

    公开(公告)号:US11169514B2

    公开(公告)日:2021-11-09

    申请号:US16549146

    申请日:2019-08-23

    Abstract: Methods and systems for anomaly detection and correction include generating original signature matrices that represent a state of a system of multiple time series. The original signature matrices are encoded using convolutional neural networks. Temporal patterns in the encoded signature matrices are modeled using convolutional long-short term memory neural networks for each respective convolutional neural network. The modeled signature matrices using deconvolutional neural networks. An occurrence of an anomaly is determined using a loss function based on a difference between the decoded signature matrices and the original signature matrices. A corrective action is performed responsive to the determination of the occurrence of the anomaly.

    Data processing
    19.
    发明授权
    Data processing 有权
    数据处理

    公开(公告)号:US09143452B2

    公开(公告)日:2015-09-22

    申请号:US13973254

    申请日:2013-08-22

    CPC classification number: H04L47/12 H04L45/02 H04L45/64 Y02D30/30

    Abstract: A method implemented in a network apparatus used in a network is disclosed. The method comprises collecting information about network topology from a network controller, collecting information about data movement, deciding routing in the network according to the information about network topology and the information about data movement, and providing information about the routing to the network controller, wherein the network controller enforces the routing in the network. Other methods, apparatuses, and systems also are disclosed.

    Abstract translation: 公开了一种在网络中使用的网络装置中实现的方法。 该方法包括从网络控制器收集关于网络拓扑的信息,收集关于数据移动的信息,根据关于网络拓扑的信息和关于数据移动的信息来确定网络中的路由,以及向网络控制器提供关于路由的信息,其中 网络控制器在网络中实施路由。 还公开了其它方法,装置和系统。

    PATENT LATENCY MONITORING IN SOFTWARE-DEFINED NETWORKS
    20.
    发明申请
    PATENT LATENCY MONITORING IN SOFTWARE-DEFINED NETWORKS 有权
    软件定义网络中的专利监控

    公开(公告)号:US20150071108A1

    公开(公告)日:2015-03-12

    申请号:US14300843

    申请日:2014-06-10

    CPC classification number: H04L43/106 H04L43/0852

    Abstract: In a software defined network having switches including first and last switches and intermediate switches, wherein a default routing path exists between the first and last switches, a system and method are provided for computing path latency. The method includes inserting a respective monitoring rule(s) in each switch, mandating for each switch, forwarding a received rule matching packet to a next switch, and further mandating for the first switch and the last switch, sending a PacketIn message to a controller. The method includes inserting, in each switch, a respective monitoring probe(s) matching the respective monitoring rule(s) in a same switch to initiate mandates specified by the respective monitoring rule(s) in the same switch responsive to an arrival of the packet thereat. The method includes time-stamping the PacketIn messages to generate PacketIn timestamps, aggregating the PacketIn timestamps, and estimating the path latency from an aggregation of PacketIn timestamps.

    Abstract translation: 在具有包括第一和最后交换机和中间交换机的交换机的软件定义网络中,其中在第一和最后交换机之间存在默认路由路径,提供用于计算路径等待时间的系统和方法。 该方法包括在每个交换机中插入相应的监控规则,强制每个交换机,将接收到的规则匹配分组转发到下一个交换机,以及进一步强制第一交换机和最后一个交换机,向控制器发送分组输入消息 。 该方法包括在每个交换机中插入与同一交换机中的相应监控规则相匹配的相应监视探测器,以启动响应于相应监视规则到达的相应监控规则指定的任务 包在那里 该方法包括对PacketIn消息进行时间戳,以生成PacketIn时间戳,聚合PacketIn时间戳,并从PacketIn时间戳的聚合估计路径等待时间。

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