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公开(公告)号:US20250088427A1
公开(公告)日:2025-03-13
申请号:US18759333
申请日:2024-06-28
Applicant: Juniper Networks, Inc.
Inventor: Raja Kommula , Ganesh Byagoti Matad Sunkada , Thayumanavan Sridhar , Raj Yavatkar
Abstract: Example systems and techniques are disclosed for power management. An example system includes one or more memories and one or more processors. The one or more processors are configured to obtain workload metrics from a plurality of nodes of a cluster. The one or more processors are configured to obtain network function metrics from the plurality of nodes of the cluster. The one or more processors are configured to execute at least one machine learning model to predict a corresponding measure of criticality of traffic of each node. The one or more processors are configured to determine, based on the corresponding measure of criticality of traffic of each node, a corresponding power mode for at least one processing core of each node. The one or more processors are configured to recommend or apply the corresponding power mode to the at least one processing core of each node.
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公开(公告)号:US20250085763A1
公开(公告)日:2025-03-13
申请号:US18818180
申请日:2024-08-28
Applicant: Juniper Networks, Inc.
Inventor: Sandip Kumar Ghosh , Ganesh Byagoti Matad Sunkada , Kapil Jain , Raja Kommula , Raj Yavatkar
IPC: G06F1/324
Abstract: This disclosure describes techniques for improving and/or reducing the power consumption by a router or other computing system. For example, this disclosure describes determining, by a computing system, an expected scale of a network device relative to a maximum scale of the network device; and adjusting, by the computing system and based on a comparison of the expected scale to the maximum scale, power consumption of the network device.
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33.
公开(公告)号:US12159176B2
公开(公告)日:2024-12-03
申请号:US17491224
申请日:2021-09-30
Applicant: Juniper Networks, Inc.
Inventor: Yuvaraja Mariappan , Thayumanavan Sridhar , Sajeesh Mathew , Raj Yavatkar , Senthilnathan Murugappan , Raja Kommula , Kiran K N
Abstract: A container orchestration platform manages a plurality of instances of resources including a first custom resource and a second custom resource. An API server of the container orchestration platform receives a request to delete an instance of the second custom resource; determines whether instance data associated with the instance of the second custom resource has a backreference identifying an instance of the first custom resource, the backreference indicating the instance of the first custom resource is dependent on the instance of the second custom resource; and in response to determining that the instance data has the backreference to the instance of the first custom resource, bypasses deletion of the instance of the second custom resource.
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公开(公告)号:US20240380701A1
公开(公告)日:2024-11-14
申请号:US18316668
申请日:2023-05-12
Applicant: Juniper Networks, Inc.
Inventor: Raja Kommula , Ganesh Byagoti Matad Sunkada , Thayumanavan Sridhar , Raj Yavatkar
IPC: H04L47/2408 , H04L45/12 , H04L47/125 , H04L49/00
Abstract: An edge services controller may use a service scheduling algorithm to deploy services on Network Interface Cards (NICs) of a NIC fabric while incrementally scheduling services. The edge services controller may assign services to specific nodes depending on their available resources on these nodes. Available resources may include CPU compute, DPU compute, node bandwidth, etc. The edge services controller may also consider the distance between the services that communicate with each other (i.e., hop count between nodes if two communicating services are placed on separate nodes) and the weight of communication between the services. Two services that communicate heavily with each other may consume more bandwidth, and putting them further apart is more detrimental than keeping them closer to each other, i.e., reducing the hop count between each other depending on the bandwidth consumption due to their inter-service communications.
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公开(公告)号:US20240211368A1
公开(公告)日:2024-06-27
申请号:US18596591
申请日:2024-03-05
Applicant: Juniper Networks, Inc.
Inventor: Raja Kommula , Ganesh Byagoti Matad Sunkada , Thayumanavan Sridhar , Thiraviya Eswaran , Raj Yavatkar
IPC: G06F11/34 , G06F11/32 , H04L41/0604 , H04L41/0681 , H04L41/16 , H04L43/024 , H04L43/04 , H04L43/08
CPC classification number: G06F11/3409 , G06F11/327 , H04L41/0604 , H04L41/0609 , H04L41/0681 , H04L41/16 , H04L43/024 , H04L43/04 , H04L43/08
Abstract: A performance monitoring system includes a metric collector configured to receive, via metric exporters, telemetry data comprising metrics related to a network of computing devices. A metric time series database stores related metrics. An alert rule evaluator service is configured to evaluate rules using stored metrics. The performance monitoring system may include a machine learning module and is configured to determine optimized metric collection sampling intervals and rule evaluation intervals, and to automatically determine recommended alert rules.
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公开(公告)号:US20240179126A1
公开(公告)日:2024-05-30
申请号:US18472042
申请日:2023-09-21
Applicant: Juniper Networks, Inc.
Inventor: Raja Kommula , Rahul Gupta , Ganesh Byagoti Matad Sunkada , Tarun Banka , Thayumanavan Sridhar , Raj Yavatkar
CPC classification number: H04L63/0263 , H04L41/16 , H04L63/0236
Abstract: Example systems, methods, and storage media are described. An example network system includes processing circuitry and one or more memories coupled to the processing circuitry. The one or more memories are configured to store instructions which, when executed by the processing circuitry, cause the network system to obtain telemetry data, the telemetry data comprising indications of creations of instances of a flow. The instructions cause the network system to, based on the indications of the creations of the instances of the flow, determine a pattern of creation of the instances of the flow. The instructions cause the network system to, based on the pattern of creation of the instances of the flow, generate an action entry in a policy table for a particular instance of the flow prior to receiving a first packet of the particular instance of the flow.
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公开(公告)号:US20230333956A1
公开(公告)日:2023-10-19
申请号:US17810185
申请日:2022-06-30
Applicant: Juniper Networks, Inc.
Inventor: Raja Kommula , Ganesh Byagoti Matad Sunkada , Thayumanavan Sridhar , Lawrence Croiden Lobo , Raj Yavatkar
CPC classification number: G06F11/3409 , G06F11/327
Abstract: A performance monitoring system includes a metric collector configured to receive, via metric exporters, telemetry data comprising metrics related to a network of computing devices. A metric time series database stores related metrics. An alert rule evaluator service is configured to evaluate rules using stored metrics. The performance monitoring system may include a machine learning module and is configured to automatically determine recommended alert rules.
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公开(公告)号:US20230006904A1
公开(公告)日:2023-01-05
申请号:US17806865
申请日:2022-06-14
Applicant: Juniper Networks, Inc.
Inventor: Raja Kommula , Thayumanavan Sridhar , Yuvaraja Mariappan , Kiran K N , Raj Yavatkar
IPC: H04L43/0852 , H04L47/33
Abstract: A system is configured to compute a latency between a first computing device and a second computing device. The system includes a network interface card (NIC) of a first computing device. The NIC includes a set of interfaces configured to receive one or more packets and send one or more packets. The processing unit is configured to identify information indicative of a forward packet, compute, based on a first time corresponding to the forward packet and a second time corresponding to a reverse packet associated with the forward packet, a latency between the first computing device and a second computing device, wherein the second computing device includes a destination of the forward packet and a source of the reverse packet, and output information indicative of the latency between the first computing device and the second computing device.
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