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    Network dashboard with multifaceted utilization visualizations
    11.
    发明授权
    Network dashboard with multifaceted utilization visualizations 有权

    公开(公告)号：US10673714B1

    公开(公告)日：2020-06-02

    申请号：US15637686

    申请日：2017-06-29

    Applicant: Juniper Networks, Inc.

    Inventor： Harshit Naresh Chitalia ,  Travis Gregory Newhouse ,  Parantap Roy ,  Sumeet Singh ,  Avi K. Patel

    IPC: H04L12/26 ,  H04L12/24

    Abstract: This disclosure describes techniques for presenting information about a network, virtualization infrastructure, cluster, or other computing environment, and may involve presentation of user interfaces that may enable nuanced, unique, and/or comprehensive insights into how infrastructure elements and computing resources are being used and information about patterns of usage and/or utilization. This disclosure also describes techniques for communicating, within a computing system, information used to create, update, and/or modify the user interfaces that present information about a network, virtualization infrastructure, cluster, or other computing environment. Techniques in accordance with one or more aspects of the present disclosure may involve use of separate interfaces for collecting or accessing data used to draw a user interface that presents information about a network, and for collecting or receiving data used to update the user interface as changes occur to the utilization of infrastructure elements represented within the user interface.

    Identifying a root cause of alerts within virtualized computing environment monitoring system
    12.
    发明授权
    Identifying a root cause of alerts within virtualized computing environment monitoring system 有权

    公开(公告)号：US10560309B1

    公开(公告)日：2020-02-11

    申请号：US15730372

    申请日：2017-10-11

    Applicant: Juniper Networks, Inc.

    Inventor： Harshit Naresh Chitalia ,  Srivignessh Pacham Sri Srinivasan ,  Tarun Banka ,  Travis Gregory Newhouse ,  Sumeet Singh ,  Pawan Prakash

    IPC: H04L12/24 ,  G06F11/07

    Abstract: This disclosure describes techniques for analyzing information generated as a result of monitoring resources within computing environments. In one example, this disclosure describes a method that includes observing a plurality of alerts generated in response to monitoring resources associated with a plurality of connected elements within a network; determining a plurality of occurrence counts; determining a plurality of concurrent occurrence counts, wherein each of the plurality of concurrent occurrence counts represents a count of concurrent occurrences of two or more of the alerts in the set of historical alerts; and identifying one or more root cause alerts, wherein the one or more root cause alerts are determined based on the plurality of occurrence counts and the plurality of the concurrent occurrence counts, and wherein the one or more root cause alerts are a subset of the plurality of alerts.

    MACHINE LEARNING PIPELINE FOR PREDICTIONS REGARDING A NETWORK
    16.
    发明申请
    MACHINE LEARNING PIPELINE FOR PREDICTIONS REGARDING A NETWORK 有权

    公开(公告)号：US20230031889A1

    公开(公告)日：2023-02-02

    申请号：US17938895

    申请日：2022-10-07

    Applicant: Juniper Networks, Inc.

    Inventor： Shruti Jadon ,  Mithun Chakaravarrti Dharmaraj ,  Anita Kar ,  Harshit Naresh Chitalia

    IPC: G06N5/04 ,  G06N20/00 ,  H04L43/04

    Abstract: This disclosure describes techniques that include using an automatically trained machine learning system to generate a prediction. In one example, this disclosure describes a method comprising: based on a request for the prediction: training each respective machine learning (ML) model in a plurality of ML models to generate a respective training-phase prediction in a plurality of training-phase predictions; automatically determining a selected ML model in the plurality of ML models based on evaluation metrics for the plurality of ML; and applying the selected ML model to generate the prediction based on data collected from a network that includes a plurality of network devices.

    Network dashboard with multifaceted utilization visualizations
    17.
    发明授权
    Network dashboard with multifaceted utilization visualizations 有权

    公开(公告)号：US11316763B1

    公开(公告)日：2022-04-26

    申请号：US16888497

    申请日：2020-05-29

    Applicant: Juniper Networks, Inc.

    Inventor： Harshit Naresh Chitalia ,  Travis Gregory Newhouse ,  Parantap Roy ,  Sumeet Singh ,  Avi K. Patel

    IPC: H04L12/26 ,  H04L43/045 ,  H04L43/0876 ,  H04L43/06 ,  H04L41/22 ,  H04L43/10 ,  H04L41/00 ,  H04L43/00

    Abstract: This disclosure describes techniques for presenting information about a network, virtualization infrastructure, cluster, or other computing environment, and may involve presentation of user interfaces that may enable nuanced, unique, and/or comprehensive insights into how infrastructure elements and computing resources are being used and information about patterns of usage and/or utilization. This disclosure also describes techniques for communicating, within a computing system, information used to create, update, and/or modify the user interfaces that present information about a network, virtualization infrastructure, cluster, or other computing environment. Techniques in accordance with one or more aspects of the present disclosure may involve use of separate interfaces for collecting or accessing data used to draw a user interface that presents information about a network, and for collecting or receiving data used to update the user interface as changes occur to the utilization of infrastructure elements represented within the user interface.

    POLICY CONTROLLER FOR DISTRIBUTED VIRTUALIZATION INFRASTRUCTURE ELEMENT MONITORING
    18.
    发明申请
    POLICY CONTROLLER FOR DISTRIBUTED VIRTUALIZATION INFRASTRUCTURE ELEMENT MONITORING 有权

    公开(公告)号：US20220124013A1

    公开(公告)日：2022-04-21

    申请号：US17645594

    申请日：2021-12-22

    Applicant: Juniper Networks, Inc.

    Inventor： Harshit Naresh Chitalia ,  Avi K. Patel ,  Parantap Roy ,  Travis Gregory Newhouse ,  Sumeet Singh ,  Neeren Shripad Patki

    IPC: H04L43/045 ,  G06F9/50 ,  G06F11/34 ,  G06F11/30 ,  G06F21/41 ,  G06F11/32 ,  H04L43/06 ,  H04L43/0876

    Abstract: This disclosure describes techniques for monitoring, scheduling, and performance management for virtualization infrastructures within networks. In one example, a computing system includes a plurality of different cloud-based compute clusters (e.g., different cloud projects), each comprising a set of compute nodes. Policy agents execute on the compute nodes to monitor performance and usage metrics relating to resources of the compute nodes. Policy controllers within each cluster deploy policies to the policy agents and evaluate performance and usage metrics from the policy agents by application of one or more rulesets for infrastructure elements of the compute cluster. Each of the policy controllers outputs data to a multi-cluster dashboard software system indicative of a current health status for the infrastructure elements based on the evaluation of the performance and usage metrics for the cluster. The multi-cluster dashboard software system data outputs, as single user interface screen, the current health status for each of the cloud-based compute clusters.

    Virtualization infrastructure underlay network performance measurement and monitoring
    20.
    发明授权
    Virtualization infrastructure underlay network performance measurement and monitoring 有权

    公开(公告)号：US10778534B2

    公开(公告)日：2020-09-15

    申请号：US16007926

    申请日：2018-06-13

    Applicant: Juniper Networks, Inc.

    Inventor： Harshit Naresh Chitalia ,  Travis Gregory Newhouse ,  Weixu Zhuang ,  Sumeet Singh

    IPC: G06F3/048 ,  H04L12/24 ,  G06F3/0481 ,  G06T11/20

    Abstract: A variety of different graphical user interfaces are generated that when displayed provide a visual and interactive representation of one or more performance metrics associated with the operation of a computer network. The graphical user interfaces may be used to monitor the underlay computer network for a virtualization infrastructure, as one example. Aspects include grouping the servers of a computer network into a plurality of aggregates, each aggregate comprising one or more servers. A set of probes are configured that are issued by an agent of a server in one aggregate and sent through the computer network to one or more agents in the server(s) of a different aggregate. Responses and other measurements taken based on the issuance of the probes is gathered and analyzed to generate metrics that are then used to generate, at least in part, the information provided in the graphical user interfaces.

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