Details
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Type:
Story
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Status:
To Do
(View Workflow)
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Priority:
Normal
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Resolution: Unresolved
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Affects Version/s: None
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Fix Version/s: None
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Component/s: None
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Labels:None Labels
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Environment:
Requires Docker, and Make (optional)
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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.
Attachments
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Hide
- Alarm-Detection-System.zip
- 14.13 MB
- Ahmed Osman
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- __MACOSX/._Alarm-Detection-System 0.2 kB
- Alarm-Detection-System/docker-compose.yaml 0.7 kB
- Alarm-Detection-System/.DS_Store 6 kB
- __MACOSX/.../._.DS_Store 0.1 kB
- Alarm-Detection-System/LICENSE 34 kB
- Alarm-Detection-System/Makefile 3 kB
- Alarm-Detection-System/pyproject.toml 2 kB
- Alarm-Detection-System/logs.log 4 kB
- Alarm-Detection-System/README.md 3 kB
- Alarm-Detection-System/.dockerignore 0.1 kB
- Alarm-Detection-System/.gitignore 3 kB
- Alarm-Detection-System/setup.cfg 0.3 kB
- Alarm-Detection-System/poetry.lock 383 kB
- Alarm-Detection-System/docker/Dockerfile 0.9 kB
- Alarm-Detection-System/.../cmd_script.sh 0.3 kB
- Alarm-Detection-System/configs/.DS_Store 6 kB
- __MACOSX/.../._.DS_Store 0.1 kB
- Alarm-Detection-System/.../config.yaml 1 kB
- Alarm-Detection-System/.../generated_config.yaml 2 kB
- Alarm-Detection-System/.../__init__.py 0.0 kB
- Alarm-Detection-System/.../app.py 5 kB
- Alarm-Detection-System/data/.DS_Store 6 kB
- __MACOSX/.../._.DS_Store 0.1 kB
- Alarm-Detection-System/.../3.0-predicting-with-missing-data.ipynb 73 kB
- Alarm-Detection-System/.../4.0-error_analysis.ipynb 705 kB
- Alarm-Detection-System/.../5.0-training_with_embeddings.ipynb 7.53 MB
- Alarm-Detection-System/.../1.1-dimensionality_reduction.ipynb 6.22 MB
- Alarm-Detection-System/.../1.0-data_interim_exploration.ipynb 55 kB
- Alarm-Detection-System/.../2.0-feature-importance.ipynb 489 kB
- Alarm-Detection-System/.../2.0-baseline_experimentation.ipynb 10 kB
Activity
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