Method and system of detection of one or more anomalies in a network

EP4762723A1Pending Publication Date: 2026-06-24JIO PLATFORMS LTD
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Patent Information

Authority / Receiving Office
EP · EP
Patent Type
Applications
Current Assignee / Owner
JIO PLATFORMS LTD
Filing Date
2024-10-10
Publication Date
2026-06-24

AI Technical Summary

Technical Problem

Network operators face challenges in identifying and addressing anomalies in a timely manner due to the manual and reactive process of analyzing network configurations, leading to potential network disruptions and service outages.

Method used

A system and method for detecting anomalies in a network using a receiving unit to collect alarm data, an analyzing unit to analyze alarm triggers and configuration data using a machine learning model, an identification unit to identify unauthorized or invalid changes, a detection unit to detect anomalies, and a triggering unit to initiate actions such as alerts or automatic remediation.

Benefits of technology

The system enables proactive detection of configuration anomalies, minimizing downtime and service outages by identifying issues before they cause disruptions, and improving network performance and reliability through automated anomaly detection.

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Abstract

The present disclosure relates to a system (108) and a method (500) of detection of one or more anomalies in a network (106) The system (108) includes a receiving unit (210) to receive, alarm data from one or more network components (220). The system (108) includes an analyzing unit (212) to analyze, one or more alarm triggers and corresponding configuration data from the received alarm data utilizing machine learning model. The system (108) includes an identification unit (214) to identify the one or more alarm triggers associated with a change in the configuration data. The system (108) includes a detection unit (216) to detect, the one or more anomalies when the change in the configuration data of the corresponding one or more alarm triggers is unauthorized or invalid. The system (108) includes a triggering unit (218) to trigger, one or more actions on detection of the one or more anomalies.
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