ACE
  1. ACE
  2. ACE-25

Alarm Detection System

      Details

      • Type: Story Story
      • Status: To Do To Do (View Workflow)
      • Priority: Normal Normal
      • Resolution: Unresolved
      • Affects Version/s: None
      • Fix Version/s: None
      • Component/s: None
      • Labels:
        None Labels
      • Environment:

        Requires Docker, and Make (optional)

      • Customer:
        NEP_3.X

        Description

        The Alarm Detection System is an advanced machine learning solution designed to distinguish between *Relevant* and *Irrelevant* alarms in network elements. This system provides real-time alarm classification, helping network operators focus on critical issues and reduce noise from non-essential alerts.

        Open the `README.md` file and follow the instructions to install and use the project.

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          Ahmed Osman added a comment -

          TODO :

          • Try another processing method for labelling the alarms as relevant or irrelevant by counting the last alarm occurred for each network element, and if it is higher than a certain threshold in a certain time window, label it as irrelevant (definition of transient alarms)

          (The current technique used is by the fixing a clearance duration and if the alarms are not cleared before this specific threshold, the alarm are labeled as irrelevant)

          Show
          Ahmed Osman added a comment - TODO : Try another processing method for labelling the alarms as relevant or irrelevant by counting the last alarm occurred for each network element, and if it is higher than a certain threshold in a certain time window, label it as irrelevant (definition of transient alarms) (The current technique used is by the fixing a clearance duration and if the alarms are not cleared before this specific threshold, the alarm are labeled as irrelevant)
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            • Assignee:
              Unassigned
              Reporter:
              Ahmed Osman
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