US 11,811,601 B2
Predictive pipeline analytics for a network management system
Diheng Qu, Palo Alto, CA (US); Atul Bhaskarrao Patil, San Ramon, CA (US); Ilia Kharin, Amsterdam (NL); and JP Senior, Calgary (CA)
Assigned to Juniper Networks, Inc., Sunnyvale, CA (US)
Filed by Juniper Networks, Inc., Sunnyvale, CA (US)
Filed on Nov. 28, 2022, as Appl. No. 18/059,179.
Application 18/059,179 is a continuation of application No. 17/657,519, filed on Mar. 31, 2022, granted, now 11,582,099.
Prior Publication US 2023/0318917 A1, Oct. 5, 2023
This patent is subject to a terminal disclaimer.
Int. Cl. G06F 15/177 (2006.01); H04L 41/0816 (2022.01); H04L 41/12 (2022.01); H04L 41/0853 (2022.01)
CPC H04L 41/0816 (2013.01) [H04L 41/0853 (2013.01); H04L 41/12 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A system comprising:
a memory; and
one or more processors coupled to the memory;
wherein the memory stores instructions that, when executed, cause the one or more processors to:
determine a first set of elements of a plurality of network devices using telemetry data associated with a first time and a network service, the plurality of network devices being configured to implement the network service using an intent model;
determine, using the intent model, a second set of elements of the plurality of network devices that are configured to implement the network service;
determine one or more first metrics that occur at the first time using the first set of elements and the second set of elements;
determine one or more second metrics at a second time using telemetry data associated with a second time; and
output data representing a user interface presenting the one or more first metrics and the one or more second metrics.