Invention Grant
- Patent Title: Deep fusion reasoning engine (DFRE) for prioritizing network monitoring alerts
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Application No.: US17186148Application Date: 2021-02-26
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Publication No.: US11595268B2Publication Date: 2023-02-28
- Inventor: Enzo Fenoglio , Hugo Latapie , David Delano Ward , Sawsen Rezig , Raphaël Wouters , Didier Colens , Donald Mark Allen , Dmitri Goloubev
- Applicant: Cisco Technology, Inc.
- Applicant Address: US CA San Jose
- Assignee: Cisco Technology, Inc.
- Current Assignee: Cisco Technology, Inc.
- Current Assignee Address: US CA San Jose
- Agency: Behmke Innovation Group LLC
- Agent James M. Behmke; Jonathon P. Western
- Main IPC: H04L41/16
- IPC: H04L41/16 ; H04L41/0604 ; G06N20/00 ; G06N5/04 ; H04L41/069 ; H04L43/04 ; H04L41/22 ; H04L41/142
Abstract:
In one embodiment, a service that monitors a network detects a plurality of anomalies in the network. The service uses data regarding the detected anomalies as input to one or more machine learning models. The service maps, using a conceptual space, outputs of the one or more machine learning models to symbols. The service applies a symbolic reasoning engine to the symbols, to rank the anomalies. The service sends an alert for a particular one of the detected anomalies to a user interface, based on its corresponding rank.
Public/Granted literature
- US20210184915A1 DEEP FUSION REASONING ENGINE (DFRE) FOR PRIORITIZING NETWORK MONITORING ALERTS Public/Granted day:2021-06-17
Information query
