US 12,407,581 B1
Multi-agent coordination for network anomaly detection, troubleshooting, and remediation using language models
Jean-Philippe Vasseur, Combloux (FR); Grégory Mermoud, Venthône (CH); Eduard Schornig, Haarlem (NL); and Pierre-André Savalle, Rueil-Malmaison (FR)
Assigned to Cisco Technology, Inc., San Jose, CA (US)
Filed by Cisco Technology, Inc., San Jose, CA (US)
Filed on Mar. 1, 2024, as Appl. No. 18/592,858.
Int. Cl. H04L 41/16 (2022.01); H04L 41/0631 (2022.01)
CPC H04L 41/16 (2013.01) [H04L 41/0631 (2013.01)] 18 Claims
OG exemplary drawing
 
1. A method comprising:
receiving, at a troubleshooting agent executed by a device, an indication of an anomaly detected in a network by an anomaly detection agent;
using, by the troubleshooting agent, a language model to determine a root cause of the anomaly;
determining, by the troubleshooting agent, whether automated remediation for the root cause is allowed by a policy;
providing, by the troubleshooting agent, a remediation request to a remediation agent in the network to remediate the root cause of the anomaly, when the policy allows automated remediation for the root cause; and
receiving, at the troubleshooting agent, a filtering request from the remediation agent to prevent the troubleshooting agent from sending a subsequent remediation request, when the remediation agent is unable to remediate the root cause of the anomaly.